Matthew Gregg
BArch MSc LEED AP
Senior Research Fellow in Architecture and Climate Change
School of Architecture
Role
Matt Gregg is a Senior Research Fellow in Architecture and Climate Change, based in the Low Carbon Building Group of the Oxford Institute for Sustainable Development at the School of Architecture, Oxford Brookes University.
Research interest:
Low carbon building, climate change adaptation in the built environment, sustainable building design, low carbon/transition communities.
My role in many projects is modelling and simulation of climate change or adaptation impact on domestic and non-domestic buildings.
Teaching and supervision
Modules taught
Matt assisted Professor Rajat Gupta in teaching the Post-occupancy building evaluation course for the MSc Sustainable Building: Performance and Design programme in 2010 and 2011. The module is informed by cutting-edge research on carbon counting, building performance evaluation and low carbon building.
Research
Research grants and awards
Best paper award at the International Sustainable Ecological Engineering Design for Society (SEEDS) Conference 2017 for Mapping socio-economic barriers to the implementation of energy efficiency policies in the UK building sector.
Best paper award at the International Sustainable Ecological Engineering Design for Society (SEEDS) Conference 2020 for Performance of distributed energy resources in three low energy dwellings during the UK lock down period.
Best paper award at the 5th IBPSA England Interntional Conference (2020) on Building Simulation and Optimisation for Spatially-based urban energy modelling approach for enabling energy retrofits in Oxfordshire.
Research projects
RESIDE: Residential Building Energy Demand Reduction in India (2017 - 2023)
The Indo-UK RESIDE project seeks to support the development of residential building energy code based on evidence collected from the field monitoring of 2000 homes in India. The project brings together an interdisciplinary team of architects, engineers, digital scientists, urban planners and behavioural researchers in India and UK to assess all aspects of the residential energy use problem, including performance of the building fabric; in-home appliances including heating, ventilation and air conditioning; indoor environment and occupant behaviour. The project also has a workstream on prototype development and initial testing of Smart Home Energy Management System (SHEMS).
ZERO-PLUS: Achieving near Zero and Positive Energy Settlements in Europe using Advanced Energy Technology (2015-2020)
Funded by the European Commission SEP-210241488
In ZERO-PLUS, a comprehensive, cost-effective system for Net Zero Energy (NZE) settlements will be developed and implemented. The system will be composed of innovative solutions for the building envelope, for building energy generation and management, and for energy management at the settlement level.
A reduction of operational energy usage to an average of 0-20 kWh/m² per year (compared with the current average of 70-230 kWh/m²) will be achieved through a transition from single NZE buildings to NZE settlements, in which the energy loads and resources are optimally managed. A primary objective of the project will be to develop a system whose investment costs will be at least 16% lower than current costs. In order to reduce "balance of system" costs, an approach of mass customization will be employed. Mass produced technologies will be integrated in a system that is optimally designed according to the local climate and site of each project in which it is implemented. To this end, a structured process will be developed and applied for the integration, optimization and verification of the design.
HERON: Forward-looking scoio-economic research on Energy Efficiecny in EU countries (2015-2017)
Funded by the European Commission 649690
HERON aims at facilitating policy makers of multi-level governance in EU, to develop and monitor energy efficiency (EE) policies in building and transport sectors, through forward-looking socio-economic research in Belgium, Bulgaria, Germany, Greece, Italy, Estonia, Serbia, UK.
Derwenthorpe Overheating study (2016-2017)
Funded by Joseph Rowntree Foundation
The study assessed the occurrence and possible causes of summertime overheating in three occupied and two unoccupied low energy dwellings in York, England. An interdisciplinary approach is adopted, drawing from building science and social science methods, including monitoring of interior environmental conditions, thermal comfort diaries and interviews with residents. Temperature data from bedrooms and living rooms from the case study homes were analysed for overheating using both static adaptive thermal comfort analyses methods.
LEMUR: Local energy mapping for urban retrofit (2015-2016)
Funded by Innovate UK
Bioregional, Oxford Brookes University, Cherwell District Council and Future Cities Catapult developed LEMUR to explore how to overcome the challenges to:
- conduct large-scale retrofitting of carbon reduction measures in homes;
- facilitate warmer, healthier homes and reduce fuel poverty;
- support thriving local economies and nurture community groups.
Care provision fit for a future climate (2014-2015)
Funded by Joseph Rowntree Foundation
The project examined the risks of overheating in the UK care sector. The findings revealed that there are already overheating risks in care homes today, which will be exacerbated by climate change. It was recommended that designers, development teams, care home managers and staff need to recognise that excessive heat as well as cold can be a health risk. The work also recommended enhanced regulations, standards and guidance from key national health and care bodies and central Government.
Building Performance Evaluation: In-use BPE study of SusCon Academy (2013-2015)
Funded by the Technology Strategy Board
From schools to apartments, supermarkets to offices, health centres to houses, Innovate UK's Building Performance Evaluation programme (BPE) was a study into how sustainably rated newly-built buildings perform in the real-world.
EVALOC: Evaluating the impacts, effectiveness and success of Low Carbon Communities on localised energy behaviours (2012-2015)
Funded by RCUK/ESRC as part of the Energy and Communities programme. Grant reference: RES-628-25-0012
EVALOC was a collaborative active-research project which brought together an interdisciplinary team of researchers from building science and social science disciplines based in the Low Carbon Building Group of Oxford Brookes University and the Environmental Change Institute of University of Oxford to evaluate among many questions, how can community-based organisations best monitor and communicate their own effectiveness at energy demand reduction, and learn from their work?
SNACC: Suburban neighbourhood adaptation for a changing climate (2010-2012)
Funded by EPSRC, under the Living with Environmental Change Programme (LWEC) and part of the Adaptation and Resilience to a Changing Climate (ARCC) Coordination Network
The SNACC Project seeked to answer the question: How can existing suburban neighbourhoods be best adapted to reduce further impacts of climate change and withstand ongoing changes? The research focused on adaptations to the built environment, through changes to individual homes and larger neighbourhood scale adaptations (urban re-design). SNACC focused on suburbs because they are the most common type of urban area in the UK, housing 84% of the population. The project will identify successful adaptation and mitigation measures: these are classed as those that perform well technically (i.e. they protect people and property from climate change impacts and mitigate against further climate change) but are also those that are the most practical and acceptable for those who have to make them happen.
Carbon mapping Highfield Bicester (2012)
Funded by the Department of Energy and Climate Change's Local Energy Assessment Fund
This short project's aim was to help the Highfield community prepare for new opportunities in sustainable energy arising from the Green Deal, Renewable Heat Incentive and Feed-in Tariffs. This was achieved by providing Bicester residents and community organisations with resources, information and case studies on how to plan for community wide implementation of carbon saving measures in the home.
Design for Future Climate (2010-2012)
3 projects funded by the Technology Strategy Board (TSB)
- NW Bicester Eco-town development
- Liverpool TIME project - NHS Trust
- Coldmill School Ebbw Vale, Wales
The Design for Future Climate project aimed to establish the extent of climate change impact and risk for buildings and assist architects in minimising the risk and negative impacts of climate change via adaptations that have been proven to be effective through simulation and emperical research.
Retrofit for the Future (2010-2013)
2 projects funded by the Technology Strategy Board (TSB)
- Victorian retrofit in Oxford
- Modern retrofit in London
The Retrofit for the Future project is part of a nation-wide retrofit programme designed to demonstrate how existing dwellings can be retrfoitted to reach the UK Government target of 80% reduction in carbon emissions by 2050. By using a 'fabric-first' approach, a number of energy-saving measures have been installed in the properties including (but not limited to): advanced levels of insulation, advanced air tightness membranes with appropriate ventilation systems, solar hot water systems, and photovoltaic systems.
Groups
Publications
Journal articles
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Gupta R, Gregg M, 'Building performance evaluation of low energy dwellings with and without smart thermostats'
Building Services Engineering Research & Technology 43 (3) (2022) pp.297-318
ISSN: 0143-6244 eISSN: 1477-0849AbstractPublished here Open Access on RADARSmart thermostats allow continuous learning, remote scheduling and control of indoor temperature. This paper empirically evaluates indoor environmental conditions, occupant experiences and prevalence of summertime overheating in three low energy dwellings with smart thermostats and compares the results with three similar dwellings with standard programmable thermostats. The study uses building performance evaluation methods combining time-series data on temperature, relative humidity, and window opening with survey data on occupant perception of thermal comfort and heating control over the period 2019 - 2020.
While there was little difference observed in the measured and perceived indoor temperatures between dwellings with and without smart thermostats, the six dwellings were different in the way they heated their homes and controlled their indoor environment. A wide indoor temperature range of 16oC-22oC was observed in dwellings with smart thermostats during the heating season. Majority of dwellings also experienced summertime overheating with temperatures in bedrooms going up to 34oC. Individual heating preferences dominated the use of smart or standard thermostats ranging from Cool Conserver, On-off Switcher to On-demand Sizzler. It is vital that energy models consider a range of heating preferences to avoid a gap between expectation and reality.
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Gupta R, Gregg M, 'Integrated Testing of Building Fabric Thermal Performance for Calibration of Energy Models of Three Low-Energy Dwellings in the UK'
Sustainability 13 (5) (2021)
ISSN: 2071-1050 eISSN: 2071-1050AbstractPublished here Open Access on RADARThis paper presents the methodology and results of in situ testing of building fabric thermal performance to calibrate as-built energy models of three low-energy dwellings in the UK, so as to examine the gap between as-designed and as-built energy performance. The in situ tests included repeat testing of air permeability (AP) integrated with thermal imaging survey and heat flux measurements of the building fabric elements, along with concurrent monitoring of indoor temperature during the pre-occupancy stage. Despite being designed to high thermal standards, wall and roof U-values were measured to be higher than expected. Thermal imaging surveys revealed air leakage pathways around door/window openings, penetrations and junctions between walls and ceilings, indicating poor detailing and workmanship. AP was found to have increased after the initial test due to post-completion alteration to the building fabric. Though the results did not meet design expectation, they were within the UK Building Regulations. Calibration of energy models with temperature monitoring provided a less extreme energy performance gap than simply replacing the designed values with test results. Insights from this study have reinforced the need for building regulations to require integrated testing of building fabric as part of housing delivery to ensure performance targets are realised.
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Mavrigiannaki A, Gobakis K, Kolokotsa D, Kalaitzakis K, Pisello A L, Piselli C, Gupta R, Gregg M, Laskari M, Saliari M, Assimakopoulos MN, Synnefa A, 'Measurement and Verification of Zero Energy Settlements: Lessons Learned from Four Pilot Cases in Europe'
Sustainability 12 (22) (2020)
ISSN: 2071-1050 eISSN: 2071-1050AbstractPublished here Open Access on RADARMeasurement and verification (M&V) has become necessary for ensuring intended design performance. Currently, M&V procedures and calculation methods exist for the assessment of Energy Conservation Measures (ECM) for existing buildings, with a focus on reliable baseline model creation and savings estimation, as well as for reducing the computation time, uncertainties, and M&V costs. There is limited application of rigorous M&V procedures in the design, delivery and operation of low/zero energy dwellings and settlements. In the present paper, M&V for four pilot net-zero energy settlements has been designed and implemented. The M&V has been planned, incorporating guidance from existing protocols, linked to the project development phases, and populated with lessons learned through implementation. The resulting framework demonstrates that M&V is not strictly linked to the operational phase of a project but is rather an integral part of the project management and development. Under this scope, M&V is an integrated, iterative process that is accompanied by quality control in every step. Quality control is a significant component of the M&V, and the proposed quality control procedures can support the preparation and implementation of automated M&V. The proposed framework can be useful to project managers for integrating M&V into the project management and development process and explicitly aligning it with the rest of the design and construction procedures.
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Gupta R, Gregg M, 'Assessing the magnitude and likely causes of summertime overheating in modern flats in UK'
Energies 13 (19) (2020)
ISSN: 1996-1073 eISSN: 1996-1073AbstractPublished here Open Access on RADARThere has been increasing recognition that climate change may lead to risk of summertime overheating in UK dwellings with potentially adverse consequences for human comfort and health. This paper investigates the magnitude of summertime overheating over one month in 2017, in four new flats built to identical thermal standards, with similar occupancy patterns and located in the same block in a development in Southeast England. Both static and adaptive methods were used to assess the overheating risk, while the variation in indoor temperatures across the flats was examined through key building characteristics including floor level, glazing orientation, exposed surface area to floor area ratio (SA/FA), glazing area to floor area ratio, and ventilation. Data collection included continuous monitoring of indoor and outdoor temperature, relative humidity, CO2 levels and opening/closing of windows. Summertime overheating was found to be prevalent in all four flats but was most pronounced in two top floor flats with high SA/FA ratio and east/west facing glazing. Due to limited window opening and locational limitations of one flat, some conclusions were derived from three flats. Though the study sample is small, it is clear that overheating in new housing is a current issue and designing for avoidance of summertime overheating should become mainstream.
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Gupta R, Gregg M, 'Domestic energy mapping to enable area-based whole house retrofits'
Energy and Buildings 229 (2020)
ISSN: 0378-7788 eISSN: 0378-7788AbstractPublished here Open Access on RADARA long-standing challenge for area-based mass retrofits has been the ability to rapidly and accurately target appropriate dwellings for energy improvements. This paper demonstrates the application of a data-driven localised Geographical Information System (GIS)-based domestic energy mapping approach to create house-by-house baseline energy models and predict the potential for whole house energy retrofits in a case study of 431 dwellings in Oxford (UK). Top-down spatial datasets on energy, housing, socioeconomics and fuel poverty are combined with bottom-up energy modelling underpinned by actual dwelling details gathered through questionnaire surveys by the local community group. Multiple routes of identifying suitable dwellings were tested such as grouping dwellings with high energy use, those with high levels of fuel poverty and by common dwelling characteristics. About 300 dwellings were found to be suitable for a whole house retrofit package, equating to 89-94% mean energy reduction over baseline. While the most common dwelling typology, 1930s semi-detached had high retrofit need, it fell in area with low annual household income. The second most common dwelling typology, 1930s terrace, was dominant in areas with median level of household income. Funding programmes will need to be customised for different household segments to increase the take-up of energy retrofits.
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Gupta R, Gregg M, Cherian R, 'Developing a new framework to bring consistency and flexibility in evaluating actual building performance'
International Journal of Building Pathology and Adaptation 38 (1) (2019) pp.228-255
ISSN: 2398-4708 eISSN: 2398-4716AbstractPublished here Open Access on RADARBuilding performance evaluation (BPE) is becoming an important tool for the improvement of building design and operations globally. However, with low energy buildings becoming more complex and clients increasing their interest in the evaluation of the impact of design and technologies on indoor environments, occupant health and productivity, gaps are often found between design expectations and actual performance. Often the causes are not just a result of one factor but due to complex interactions between building fabric, mechanical services and the behaviours of occupants which occur throughout the design, construction and use of a building. Although a few BPE techniques such as the Building Use studies (BUS) questionnaire survey are beginning to be used internationally to evaluate user perception and satisfaction, largely BPE forms a fragmented whole with tools and methods that are not widely applicable.
This paper develops and demonstrates a novel BPE framework to bring consistency and flexibility in evaluating actual building performance. The paper critically reviews and evaluates existing BPE methods and techniques (derived from BPE studies undertaken in UK and elsewhere) and situates them in different building life stages. Using a hierarchical approach, a ‘BPE framework’ is devised for new and existing buildings as well as refurbishments. The framework is designed to have four graduated levels starting at the ‘basic’ level and developing incrementally to ‘core’, ‘comprehensive’ and ‘advanced’ levels. The working of the BPE framework is demonstrated by applying it to four discreet BPE studies to enable cross-comparison of different BPE approaches based on their stage of application, depth and duration of BPE investigations. Such a graduated and flexible framework helps to bring consistency in evaluating building performance in an otherwise fragmented field, to help minimise the performance gap between design intent and actual outcomes and improve building performance.
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Gupta R, Gregg M, Irving R, 'Meta-analysis of summertime indoor temperatures in newly-built, retrofitted and existing UK dwellings'
Science and Technology for the Built Environment 25 (9) (2019) pp.1212-1225
ISSN: 2374-4731 eISSN: 2374-474XAbstractPublished here Open Access on RADARThis paper presents the results of a meta-analysis of hourly indoor summertime temperature datasets gathered during the summer of 2013 (May to September), from 63 dwellings, located across the UK. The sample consisted of unmodified dwellings (existing); dwellings with varying levels of fabric improvements (retrofitted) and dwellings constructed to higher levels of the Code for Sustainable Homes (new). Indoor and outdoor temperature data from bedrooms and living rooms from these homes were collected at five-minute intervals using temperature sensors. These data were processed and analysed for summertime overheating, using both static criteria (CIBSE Guide A) and the criteria associated with the EN15251 adaptive thermal comfort model (CIBSE TM52). The results show that despite a relatively cool summer, sufficiently high temperatures were found in a high proportion of dwellings, which were overheated according to the static criteria, although the prevalence of overheating was found to be much lower when assessed by the adaptive method. Considerably higher temperatures were found in bedrooms, much higher than living rooms. Interestingly, dwellings with higher levels of insulation experienced overheating twice as frequently as uninsulated dwellings. It is necessary to consider the overheating risk during the design and retrofit of homes, to avoid air-conditioning in future.
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Gupta R, Gregg M, Manu S, Vaidya P, Dixit M, 'Customized performance evaluation approach for Indian green buildings'
Building Research & Information 47 (1) (2019) pp.56-74
ISSN: 0961-3218 eISSN: 1466-4321AbstractPublished here Open Access on RADARThe green building movement in India is lacking an important link: ensuring that design intent of such buildings is
actually realized. This paper undertakes an exploratory investigation to develop and test a customized building
performance evaluation (BPE) approach (I-BPE framework) for the Indian context. As academia is considered to be
an initial primary outlet of BPE, a survey of experts is conducted to investigate the drivers and barriers for
implementing BPE-based methods in educational curricula. The I-BPE approach is tested in a case study building to
gain insights for refining the underlying methods and processes for conducting further BPE studies in a context of
India. The expert survey reveals the lack of trained people for teaching BPE as a key challenge to its adoption,
implying that trained people are needed as much as frameworks. To enable widespread adoption of I-BPE in India,
what will be necessary is a new cadre of building performance evaluators who can be trained (or upskilled) through
formal or continuing education. This will need to be driven both by policy (energy code) and market transformation
('green' rating systems). A series of delivery routes are suggested to enable rapid and deeper learning.
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Gupta R, Gregg M, 'Assessing energy use and overheating risk in net zero energy dwellings in UK'
Energy and Buildings 158 (Jan. 2018) (2018) pp.897-905
ISSN: 0378-7788 eISSN: 0378-7788AbstractThis paper presents the methodological approach and findings of a simulation study of advanced energy conservation, generation and management technologies applied to two case study dwellings in the UK, so as to achieve net zero energy (NZE) target that includes a reduction of net regulated energy (HVAC) to 0kWh/m2 per year and energy generation of at least 50 kWh/m2 per year. The performance of the dwellings are also tested for a change in energy use and risk of summertime overheating in future climates in the short (2030s), medium (2050s) and long term (2080s).Published here Open Access on RADAR
The findings indicate that to meet the NZE targets, regulated loads need to reduce by about half (over current Building Regulations) with community (rather than building-level) renewables playing a major role. It is also found that the NZE targets, given current regulations, are not particularly difficult to achieve in design with regard to energy efficiency but are highly expectant with regard to renewable energy. Further, summertime overheating is projected to be a risk for net zero energy dwellings by the 2050s. Despite this the regulated energy use of both dwellings is projected to reduce by 11kWh/m2/yr, accompanied by a small increase in renewable generation (2kWh/m2/yr). -
Gupta R, Gregg M, 'Targeting and modelling urban energy retrofits using a city-scale energy mapping approach'
Journal of Cleaner Production 174 (10 February 2018) (2018) pp.401-412
ISSN: 0959-6526 eISSN: 1879-1786AbstractCity authorities, community groups and retrofit installers need to identify suitable local areas and dwellings for installing energy retrofit measures. This paper presents a localised Geographical Information System (GIS) based approach that utilises publicly-available national and local datasets on housing and energy to provide targeted low carbon measures across UK cities. The study uses a rapid city-level energy assessment approach to spatially identify suitable neighbourhoods for particular retrofit measures, based on relative energy use and fuel poverty ratings. A GIS-based carbon mapping model (called DECoRuM) is then used to estimate energy use and potential for energy reduction on a house-by-house level. The improvement measures are aggregated to encourage bulk installations and drive down installation costs. To identify an appropriate neighbourhood case study area, publicly available datasets were assessed for the town of Bicester (Oxfordshire, UK), which included Ordnance Survey Mastermap, Energy Performance Certificate data (EPC) and sub-national energy statistics available at lower layer super output area (LSOA). When the EPC data for Bicester were compared with the sub-national statistics for Bicester, the average difference was found to be ~800 kWh. This is interesting as EPCs represent dwelling specific but modelled data whereas sub-national datasets represent actual but aggregated data. Superimposing the above datasets, a neighbourhood in southwest Bicester was selected as having the highest percentage of dwellings with energy consumption >300kWh/m2/yr (EPC), most dwellings in need of wall insulation (EPC), second highest mean total energy consumption (sub-national), and third highest percentage of fuel poor dwellings (sub-national). House-level energy assessment in the selected area using DECoRuM showed that a package based approach comprising fabric and heating system upgrade and solar PVs emerged as the most effective.Published here Open Access on RADAR -
Gupta R, Barnfield L, Gregg M, 'Exploring innovative community and household energy feedback approaches'
Building Research & Information 46 (3) (2018) pp.284-299
ISSN: 0961-3218 eISSN: 1466-4321AbstractMost research to date on the provision of energy feedback to households has focused on assessing the efficacy of numeric-based feedback. This paper describes the application and evaluation of more visual energy feedback techniques (carbon mapping, thermal imaging) at different scales, alongside traditional methods (web-based energy and environmental visualization platform, home energy reports) delivered through community workshops, home visits and the internet, across six low-carbon communities in the UK. Overall, most of the feedback approaches were able to engage and raise awareness amongst the householders. Whilst carbon mapping was felt to be aimed more at community groups and local councils by providing evidence of past and future community action, displaying carbon maps at community workshops helped to show that others were also engaged in energy action. Thermal imaging was successful in engaging individual local residents through both community workshops and home visits, especially when included in the home energy reports. This stimulated discussions on future energy savings through building fabric upgrade. However, the data-driven web-based platform had limited uptake due to online log-in requirement and information overload. Such insights are useful for those involved in scaling up the deployment of energy feedback to encourage energy demand reduction.Published here Open Access on RADAR -
Gupta R, Kapsali M, Gregg M, 'Comparative building performance evaluation of a ‘sustainable’ community centre and a public library building'
Building Services Engineering Research & Technology 38 (6) (2017) pp.691-710
ISSN: 0143-6244AbstractPublished here Open Access on RADARThis paper uses a forensic building performance evaluation approach to undertake a comparative evaluation of the in-use energy and environmental performance data (collected over two years) of two civic buildings located in Southeast England – a small community centre (
double the predicted, while they are almost five times in the case of library building. This is because the community centre management team overcame some of the issues through their continuous engagement and interest in the building’s performance, whereas the management team of the Library building failed to engage with energy management, resulting in disuse of the biomass boiler and solar thermal system.
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Gupta R, Gregg M, 'Care provision fit for a warming climate'
Architectural Science Review 60 (4) (2017) pp.275-285
ISSN: 0003-8628 eISSN: 1758-9622AbstractThe impact of a warming climate has serious implications for older people in care facilities as they are most vulnerable to negative health effects of excessive heat. This paper uses a building simulation approach to examine the current and future risk of summertime overheating and potential adaptive response of four care and extra-care settings representing different construction, technical design and built ages across the UK. Insights from semi-structured interviews with design teams of case studies reveal their awareness and attitudes towards future-proofing design of care settings against climate change and overheating.Published here Open Access on RADAR
Modelling results demonstrate the magnitude of projected summertime overheating in care and extra-care schemes, yet there appears to be little awareness amongst designers about the risk of overheating and implementation of long-term adaptation approaches such as external shading, provision of cross-ventilation. Although age, location, and orientation are found to have notable effect on the magnitude of overheating, they are difficult aspects to change in existing buildings, yet they provide insights into adaptive responses with regard to retrofit, management and use of care settings. Designers also need to focus on long term planning of care settings rather than near future, to anticipate the effects of climate change on care settings.
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Gupta R, Barnfield L, Gregg M, 'Overheating in care settings: magnitude, causes, preparedness and remedies'
Building Research & Information 45 (1/2) (2017) pp.83-101
ISSN: 0961-3218 eISSN: 1466-4321AbstractResearch in UK and elsewhere has highlighted that older people are particularly vulnerable to negative health effects of overheating. This paper examines the magnitude, causes, preparedness and remedies for addressing the risk of summertime overheating in four case study residential care and extra-care settings across the UK, spanning different building types, construction and age. An interdisciplinary approach is adopted, drawing from building science and social science methods, including temperature monitoring, building surveys, and interviews with design and management teams. The findings suggest that overheating is a current and prevalent risk in the case study schemes, yet currently little awareness or preparedness exists to implement suitable and long-term adaptation strategies (e.g., external shading). There was a perception from designers to managers, that cold represents a bigger threat to older occupants’ health than excessive heat. A lack of effective heat management was found across the case studies that included unwanted heat gains from the heating system, confusion in terms of responsibilities to manage indoor temperatures, and conflicts between window opening and occupant safety. Given that care settings should provide protection against risks from cold and hot weather, design, management and care practices need to become better focused towards this goal.Published here Open Access on RADAR -
Gupta R, Gregg M, 'Do deep low carbon domestic retrofits actually work?'
Energy and Buildings 129 (2016) pp.330-343
ISSN: 0378-7788 eISSN: 1872-6178AbstractThis paper uses a socio-technical building performance evaluation (BPE) approach to assess the pre- and post- actual performance of two discrete deep low energy retrofits in the UK – a Victorian solid-wall house and modern 1990s cavity-wall house. A ‘low-energy first, then low-carbon’ approach was adopted in both cases, to achieve an 80% reduction in annual CO2 emissions. Pre-retrofit, both houses had lower measured annual gas consumption as compared to predictions made by energy models, although the electricity consumption in the modern house was higher than modelled, due to occupancy pattern and occupant behaviour. Post-retrofit, it was found that the Victorian house achieved nearly 75% CO2 reduction, while the modern house achieved only 57% CO2 reduction over the baseline emissions. Key reasons were higher than expected air permeability rates, installation issues with micro-renewable systems, lack of proper commissioning, usability of controls, occupant preferences and behaviour. Despite the gap between expected and actual carbon emissions, occupant comfort and satisfaction was significantly improved across both retrofits. This evidence-based understanding of the process and outcomes of deep low carbon retrofits is vital not only for learning and innovation, but also for scaling-up deep retrofit programmes for meeting national and international carbon targets.Published here Open Access on RADAR -
Gupta R, Gregg M, 'Empirical evaluation of the energy and environmental performance of a sustainably-designed but under-utilised institutional building in the UK'
Energy and Buildings 128 (2016) pp.68-80
ISSN: 0378-7788 eISSN: 1872-6178AbstractThis paper presents a systematic, socio-technical and empirical evaluation of the actual energy and environmental performance of a sustainably-designed institutional building (Southeast England), intended to be a teaching tool and ‘living laboratory’ of sustainability. Despite the building being designed to high sustainability standards (Energy Performance Certificate rating of A, low reliance on fossil fuels, natural ventilation and rainwater harvesting) and also being under-utilised during the in-use stage (lower hours of occupation and number of occupants), its actual energy-related carbon dioxide-equivalent emissions are four times more than predicted. This is due to poor energy management of the building, underperformance of the biomass boiler and wasteful energy practices in terms of excessive winter overheating in the atrium, inappropriate lighting controls, and electrical equipment being left on standby. Due to lack of training and understanding of the energy manager, the building management system was not used adequately and issues with installation, commissioning and maintenance of the biomass boiler led to its disuse; however the photovoltaic system generated electricity as expected. Findings from the study show how a mixed-methods approach of building performance evaluation (BPE) should be embedded as part of the build process, to ensure that performance outcomes are met in reality.Published here Open Access on RADAR -
Gupta R, Gregg M, 'Do deep low carbon retrofits actually work?'
Energy Procedia 78 (2015) (2015) pp.919-924
ISSN: 1876-6102AbstractThis paper presents the findings from building performance evaluation studies of two deep retrofits in UK – Victorian house and Modern 1990s house. Both case studies were designed to achieve 17 kgCO2/m2/year (equivalent to 80 % reduction) and adopted a fabric-first approach. Post-retrofit, it was found that the Victorian house achieved a 75 % CO2 reduction, while the modern house achieved 57 % CO2 reduction over the baseline. Key reasons for these are higher than expected air-permeability rates of the building fabric post-retrofit, lack of occupant understanding in operating low carbon technologies and unusual electricity using behaviors of occupants particularly in the modern house.Published here Open Access on RADAR -
Gupta R, Gregg M, Williams K, 'Cooling the UK housing stock post-2050s'
Building Services Engineering Research & Technology 36 (2) (2015) pp.196-220
ISSN: 0143-6244AbstractPublished here Open Access on RADARThis paper investigates the risk of projected post-2050s overheating in existing, retrofitted and new-build dwellings in the United Kingdom. As shown in the previous research, passive measures may not be sufficient in mitigating overheating risk. Therefore, mechanical cooling technologies that may be deployed to ‘adapt’ to a warming climate are tested for energy and CO2 implications. For retrofits, heating demand is projected to remain dominant, whereas in post-2016 new-build, greater cooling system efficiency will be important. Thermal mass is shown to reduce future cooling load. The heat recovery element of mechanical ventilation with heat recovery may be rendered unnecessary in super-efficient homes. Ceiling fans coupled with natural ventilation may be sufficient in providing thermal comfort in the north of England. Ultimately, not planning for future overheating and cooling systems could create a new performance gap in design, construction and occupant behaviour.
Practical application : Overheating, already experienced in dwellings throughout the United Kingdom and projected to increase in occurrence, should be considered in all new design and retrofit. Dwellings designed to meet thermal comfort performance targets may be at risk of non-compliance as a result of a warming climate. Furthermore, dwellings designed to meet energy performance targets may be at risk of non-compliance as a result of potential need for cooling systems. The findings have implications for policy-making in relation to decarbonisation of the electricity grid, implementation of the Green Deal and upgrading building regulations to future-proof new and existing housing against a warming climate.
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Gupta R, Gregg M, Passmore S, Stevens G, 'Intent and outcomes from the Retrofit for the Future programme: key lessons'
Building Research & Information 43 (4) (2015) pp.435-451
ISSN: 0961-3218 eISSN: 1466-4321AbstractPublished here Open Access on RADARThe Retrofit for the Future programme, sponsored by UK government's Technology Strategy Board (TSB) from 2009 to 2013, demonstrated innovative approaches to deep retrofitting of social housing, using a whole-house approach for achieving an 80% CO2 reduction target. The intent and outcomes of this programme (in which all authors participated) are critically examined through a cross-project meta-study of the primary data, substantiated by insights from secondary sources. Given that only three (out of 45) projects met the expected CO2 target in reality, despite generous funding and professional expertise, it suggests that decarbonizing existing housing will not be particularly easy. Important lessons are found in this initiative's formulation, target setting, monitoring and evaluation procedures, and feedback mechanisms. These lessons can inform the formulation, delivery and effectiveness of future national energy retrofit programmes. Furthermore, to support the ‘scaling up’ of effective retrofit programmes and reduce the gap between intent and outcome, it is recommended that attention be moved from what level of CO2 reductions are to be achieved to how (delivery models) these radical reductions can be achieved and by whom (supply chain). Such alternative delivery models to the ‘whole house’ approach include retrofit over time, city-scale retrofit and community-based energy retrofits.
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Gupta R, Gregg M, Du H, Williams K, 'Evaluative application of UKCP09‐based downscaled future weather years to simulate overheating risk in typical English homes'
Structural Survey 31 (4) (2013) pp.231-252
ISSN: 0263-080X eISSN: 0263-080XAbstractPurposePublished here– To critically compare three future weather year (FWY) downscaling approaches, based on the 2009 UK Climate Projections, used for climate change impact and adaptation analysis in building simulation software.
Design/methodology/approach
– The validity of these FWYs is assessed through dynamic building simulation modelling to project future overheating risk in typical English homes in 2050s and 2080s.
Findings
– The modelling results show that the variation in overheating projections is far too significant to consider the tested FWY data sets equally suitable for the task.
Research and practical implications
– It is recommended that future research should consider harmonisation of the downscaling approaches so as to generate a unified data set of FWYs to be used for a given location and climate projection. If FWY are to be used in practice, live projects will need viable and reliable FWY on which to base their adaptation decisions. The difference between the data sets tested could potentially lead to different adaptation priorities specifically with regard to time series and adaptation phasing through the life of a building.
Originality/value
– The paper investigates the different results derived from FWY application to building simulation. The outcome and implications are important considerations for research and practice involved in FWY data use in building simulation intended for climate change adaptation modelling.
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Gregg M, 'Preventing the overheating of English suburban homes in a warming climate'
Building Research & Information 41 (3) (2013) pp.281-300
ISSN: 0961-3218AbstractPublished hereAs the impacts of climate change become more prominent within the next 50 years and beyond, the risk of overheating in homes is a concern. This is specifically relevant in the UK's suburbs where 84% of the population reside. To assess this future impact and the effectiveness of adaptive retrofitting, probabilistic climate change data for the 2030s and 2050s are used to assess the overheating risk in six suburban house archetypes in three cities in the UK: Bristol, Oxford and Stockport. The risks of overheating in typical constructions are assessed and the possibility of preventing overheating through the use of adaptation packages is evaluated through dynamic thermal simulation. Homes in Oxford show the greatest risk of overheating. The most effective (passive) package for tackling future overheating tends to combine fabric improvements and internal heat gain reduction. To assist planners and policy-makers in assessing and preventing overheating risk at a stock level, this adaptation package is further evaluated in selected neighbourhoods across the three case study cities, using the geographical information system (GIS)-based DECoRuM-Adapt (Domestic Energy, Carbon Counting and Carbon Reduction Model) model. The implications for public policy are that the existing housing stock must be future-proofed for a warming climate, particularly retrofit programmes (e.g. the Green Deal) and any upgrading of building regulations.
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Williams K, Gupta R, Hopkins D, Gregg M, Payne C, Joynt J, Smith I, Bates-Brkljac N, 'Retrofitting England's suburbs to adapt to climate change'
Building Research & Information 41 (4) (2013) pp.517-531
ISSN: 0961-3218AbstractPublished hereThe majority of the English population lives in suburbs and this is where the impacts of climate change will significantly affect people's domestic lives: heat stress, respiratory problems, flooding, drought, deterioration of green spaces and damage from storms. A recognized need exists to adapt suburbs (homes, gardens and public space) physically to mitigate against further climate change and to adapt to inevitable weather patterns. A number of potential adaptation options, addressing different risks, are identified and tested using a range of methods, including modelling, and workshops with residents and professional and institutional stakeholders. The ‘best’ solutions are those that reduce the climate risk within the context of local adaptive capacity. Solutions are effective, acceptable and feasible given the type of suburb; its location; microclimate; housing type; the climate risk it faces; the socio-economic composition of its residents and their attitudes; resources; and governance conditions. It is essential to consider both the totality of the suburban environment and the combined effects of mitigation and adaptation measures. However, the biggest challenge is implementation which entails a better understanding of the problem by a range of stakeholders, a more supportive policy context, more resources, and clearer responsibilities.
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Gupta, R. and Gregg, M., 'Appraisal of UK funding frameworks for energy research in housing'
Building Research & Information 40 (4) (2012) pp.446-460
ISSN: 0961-3218Published here -
Gupta R, Gregg M, 'Using UK climate change projections to adapt existing english homes for a warming climate'
Building and Environment 55 (September) (2012) pp.20-42
ISSN: 0360-1323AbstractPublished hereThis paper uses probabilistic climate change data from the UK Climate Change Projections 2009 to define extreme climate change in order to model the effect of future temperature change, particularly summer overheating on the energy consumption of, and comfort in, existing English homes (located in Oxford). Climate change risk is then analysed as a factor of climate hazard, exposure and vulnerability. With the risk of overheating theoretically identified, the risk of overheating and the future change impact on space heating energy use is then virtually detailed for four English home types modelled using future weather years in a dynamic simulation modelling software (IES). A range of passive adaptation measures are then critically reviewed with regard to their effectiveness in minimising the negative impacts of climate change and to identify the most effective measures in reducing or eliminating the negative impacts of climate change on comfort and energy consumption. In addition the adaptation options are grouped and tested as packages in order to identify the optimal solution for adaptive retrofitting of English homes. For all homes modelled, user-controlled shading proved to be the most effective adaptation. Increasing the surface albedo of the building fabric and exposure of thermal mass were also revealed to be effective although proving to be complicated and requiring detailed consideration of the optimal locations. Ultimately among the passive options tested, the research found that none could completely eliminate the risk of overheating in the homes, particularly by the 2080s.
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Gupta R, Gregg M, 'Adapting UK suburban neighbourhoods and dwellings for a changing climate'
Advances in Building Energy Research 5 (1) (2011) pp.81-108
ISSN: 1751-2549AbstractPublished hereMitigation of climate change, and adaptation to the inevitable changes in the climate, are equally important in suburban neighbourhoods, where 84 per cent of the British population choose to live. However, the policy on climate change adaptation of the existing built environment is only beginning to emerge in the UK. In this chapter, a robust methodological framework for quantifying climate change risks on a suburban neighbourhood level is described. Climate change hazards and impacts are first detailed using the UK Climate Projections 2009 (UKCP09) data set. Climate change scenarios are then downscaled spatially and temporally, and cross-referenced with local environmental features of each city that may exacerbate or ameliorate the climate change impacts. Finally, a matrix of adaptation strategies on a neighbourhood, individual dwelling and occupant level are developed for specific suburban neighbourhoods in three UK cities (Bristol, Oxford and Stockport), in response to the impacts derived from possible future climate hazards.
Books
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Gupta R, Gregg M, Green building interventions for social housing, UN-Habitat (2015)
ISBN: 978-92-1-132647-5
Book chapters
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Gupta R, Gregg M, Daggett, O, 'Part 1: UK case study' in Isaac S, Meir I, Pignatta G (ed.), Net-Zero and Positive Energy Communities, Routledge (2023)
eISBN: 9781003267171AbstractPublished hereThis chapter describes the design, simulation, and performance evaluation of three ZERO-PLUS dwellings in the UK. The design phase focused on simulation and optimization to balance the selection of energy generation, storage and management technologies, energy consumption/generation, and cost targets. Cost limitations, local planning permissions, and modeled energy savings and production predictions resulted in the exclusion of several technologies. However, the process, which involved technology providers, the researcher team (authors), the housing developer, and the planning authorities, resulted in designs that worked best given the constraints of the site and local restrictions. The design and construction phases were followed by pre-occupancy testing to assess the thermal performance of the fabric to ensure that as-built performance was in line with intended performance. Monitoring of indoor environment and energy use was undertaken during the in-use stage cross-related with repeated post-occupancy evaluation surveys. Results from pre-occupancy testing revealed air leakage in several locations and higher than expected thermal conductivity through the fabric and air permeability. The in-use evaluation revealed that a settlement scale approach helped the dwellings meet the project targets. Though winter heating varied widely between the dwellings, PV and batteries combined reduced peak electricity demand from the grid by 90%.
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Gupta R, Gregg M, 'Part 2: Energy modeling of positive-energy dwellings' in Isaac S, Meir I, Pignatta G (ed.), Net-Zero and Positive Energy Communities, Routledge (2023)
eISBN: 9781003267171AbstractPublished hereThis chapter describes the modeling, simulation, and optimization methods used from the design through to evaluation of zero-energy (ZERO-PLUS) dwellings in the UK. A combination of dynamic thermal simulation and bespoke models was used to calculate the appropriateness and expected results for each proposed technology and the dwellings as a whole. As energy-related targets were being tracked, cost targets were also being simultaneously analyzed. To this end, a methodology was developed which compared the cost of the ZERO-PLUS dwellings at a settlement scale with the cost of individual comparable low-energy dwellings. Energy and environmental performance simulation was performed on the final design to help verify the energy and environmental performance of the settlement and to assist in the sizing and optimization of the selected technologies. After construction, before occupancy, the original as-designed model was calibrated to define the as-built state. Following a full year of in-use performance, the models were calibrated with in-use data to assess the gap between modeled and actual performance.
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Gupta R, Gregg M, 'Performance of Distributed Energy Resources in Three Low-Energy Dwellings During the UK Lockdown Period' in Christopher Gorse, Lloyd Scott, Colin Booth, Mohammad Dastbaz (ed.), Performance of Distributed Energy Resources in Three Low-Energy Dwellings During the UK Lockdown Period, Springer International Publishing (2021)
ISBN: 9783030794491 eISBN: 9783030794507AbstractPublished hereUnder the scope of UK’s net zero emissions target by 2050, decarbonisation of the housing sector is necessary. With the need to move to a smarter energy system with flexible demand, there is a drive to install batteries in homes to maximise the utilisation of local renewables. This paper empirically examines the effectiveness of distributed energy resources (DERs) comprising smart home batteries coupled with rooftop solar PV on actual energy use and peak demand in three dwellings designed to high thermal standards in York, England. The paper also explores the change in daily energy use and performance of DERs during the Covid-19 lockdown period (23 March to 31 May 2020). All three dwellings were occupied continuously by families and have identical heating systems (district heating), rooftop solar PV (4 kWp) and home batteries (14 kWh). The energy use, generation and charge-discharge of the batteries were monitored every 5 min using remote sensors.
Analysis shows that the solar PV and battery combination reduced average direct grid consumption during peak hours by over 95%. Since the PV system installed for each dwelling was large (4 kWp), instantaneous self-consumption (SC) was low, ranging between 20 and 30%. The batteries helped to increase SC up to 50%, resulting in an 80% reduction in net total energy consumption over 4 months Though the occupants in two of the dwellings claimed to be ‘always at home’ even before the lockdown, there was a slight increase in electricity consumption for these two dwellings and a notable increase in the other. Space heating consumption did not reflect the same impact possibly because of the unseasonably warm weather during the Covid-19 lockdown period.
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Gupta R, Gregg M, 'Modeling and Mapping Domestic Energy Refurbishment Measures on a Community Scale' in Droege, Peter (ed.), Urban Energy Transition: From Fossil Fuels to Renewable Energy, Elsevier (2018)
ISBN: 9780081020746 eISBN: 9780081020753 -
Gupta R, Gregg M, 'Evaluating Retrofit Performance. A Process Map' in Retrofit for Purpose: Low Energy Renewal of Non-Domestic Buildings, RIBA Publishing (2014)
ISBN: 9781859465141AbstractIt is common for claims about high performance to be made early in projects for both
new and retrofitted buildings. However, it is also common for the actual performance
of buildings to fall far short of what was imagined in these initial stages. Fortunately, rigorous methodologies exist to measure building performance and they can be adapted specifically to retrofit projects. -
Gupta R, Gregg M, 'Climate change: Adaptations' in International Encyclopaedia of Housing and Home, Elsevier (2012)
ISBN: 9780080471631 eISBN: 9780080471716AbstractAdaptation of the built environment to climate change is becoming increasingly important, since it is accepted that we are committed to at least 40–50 years of climate change, whatever we do now, and in the future, to reduce our CO2 emissions. The housing sector, in particular, is not only contributing to a significant proportion (roughly 20–30%) of a nation’s CO2 emissions as a result of energy consumed for heating, cooling, lighting, cooking, and use of electrical appliances, but is also recognised to be inadequate in capacity to adapt to future climate change or even variation in the current climate. So it has become apparent that where mitigation of CO2 emissions can be achieved through retrofitting, adaptation can be as important in many locations where the risks of overheating, flooding, and water stress will in the future make daily life for some people difficult or perhaps dangerous. As shown in a case study, this is particularly evident in suburban neighbourhoods in the United Kingdom, where 84% of the British population choose to live. Though there are many different types, ages, and conditions of homes, robust methodologies have been developed for classifying existing homes for selection, evaluation, and application of a range of adaptation retrofitting measures for addressing overheating, flooding, and water stress. It is realised that cost-effective measures are currently available to increase the resilience of buildings in the face of climate change. Adaptive retrofitting will not only make homes safer and more comfortable places which consume fewer resources, but also save householders money and reduce CO2 emissions.Published here
Conference papers
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Gupta R, Gregg M, 'A new local area energy mapping approach for targeting high-density deployment of
heat pumps in the UK'
(2024)
ISSN: 2522-2708 ISBN: 978-1-7750520-3-6AbstractPublished hereThis paper describes the application of an interactive and online local area energy mapping tool (LEMAP) that combines GIS-based spatial data on energy, buildings, socio-demographics, and electricity networks to identify appropriate dwellings for high-density deployment of air source heat pumps (ASHPs) in a concentrated area of Oxford (UK). The approach was designed around three stages: technical suitability, householder capability, and grid loading. The change in energy demand profiles was also assessed. Two secondary substation areas with grid loading of 40-60% were selected for their contrasting tenure of constituent dwellings. ASHP deployment was estimated to increase mean daily total electricity demand by 200% in households but eliminate gas demand, reducing CO2 emissions by 19%.
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Gupta R, Gregg M, 'A new local area energy mapping approach for capability assessment of households to adopt low carbon technologies'
(2023)
ISBN: 978-1-9161876-5-8AbstractPublished hereThe recent UK Government funded £102 million smart local energy system research and innovation programme has concluded that local area energy planning (LAEP) is vital for achieving net zero carbon emissions. In response, this paper presents the application of a novel local area energy mapping approach (LEMAP) to assess the technical and social capabilities of how likely households are to adopt low carbon technologies (LCT)s, and those who may be left behind in Eynsham, Oxfordshire (UK). LEMAP is an online and interactive spatial-temporal tool that has been developed for conducting analysis and visualisation of baseline energy use, targeting suitable areas and dwellings, and forecasting the take-up of LCT at property, postcode, and neighbourhood level. While technical capability was found to be moderate, digital capability was low, raising concerns about the roll out of smart energy technologies without adequate awareness raising, education and training. A significant proportion of households were considered ‘deprived’ with annual income of
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Gupta R, Gregg M, Joshi S, Garg S, 'Performance Evaluation of Green-Rated Housing Developments in the Warm Humid and Composite Climates of India'
(2023) pp.2083-2091
ISBN: 978-981-19-9821-8AbstractPublished hereIndia is among the top five countries in the world for green buildings. However, data on actual energy performance and occupant satisfaction in these buildings are lacking. This paper seeks to apply a customised post-occupancy building performance evaluation approach for Indian green buildings (I-BPE), to evaluate the actual performance of two green-rated housing developments in India—representing the warm-humid and composite climatic zones. Both developments contained flats with and without air conditioning (AC). Results showed that although flats with AC had higher electricity use than those without, there was no significant difference between measured indoor temperature and relative humidity levels. Even the level of perceived comfort was no different across the two groups indicating a high level of adaptation of residents in non-AC flats. The methods and data gathered in the study can be used to inform the design of green housing development for different income groups in India.
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Gupta R, Gregg M, Antony A, 'Evaluating the effectiveness of smart home energy management systems in the real-world'
(2023)
AbstractOpen Access on RADARSmart home energy management systems (SHEMS) digitally monitor, control and coordinate functions in a home for space heating, cooling, lighting, appliances, security, and renewable technologies. Although experimental trials and simulated studies on SHEMS are available, limited attention has been paid to the actual performance of SHEMS in the real-world. This paper identifies qualitative and quantitative criteria that have been used for evaluation of SHEMS in empirical studies globally from a technical and non-technical perspective. Using 14 criteria identified in the literature and grouped by the extent and type of interactions between technology and users, a new flexible and customisable evaluation framework has been developed. The framework will help to evaluate the real-world effectiveness of SHEMS in a smart and flexible energy system. It is useful for policymakers, academics, and industry to determine the success of SHEMS in delivering expected outcomes for the energy system and users.
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Gupta R, Gregg M, Antony A , 'Wintertime patterns of residential electricity use and indoor temperature in the composite climate of India'
1196 (2023) pp.012018-
AbstractPublished hereWintertime electricity use in India has received little attention due to the growth of residential air conditioning (AC) in the summer and monsoon seasons. This paper combines monitoring (time-series) and survey (contextual) data to examine the wintertime pattern of daily electricity current, indoor temperature, and relative humidity profiles across a sample of 64 dwellings in the city of Hyderabad representing the composite climate of India. Monitoring data were recorded for 31 days (December 2021 with a mean daily outdoor temperature of 25°C) using a CT clamp meter and Bluetooth enabled sensors. Contextual data covered dwelling and household characteristics, and use of appliances. The winter peak period of electricity use was found to occur from 6:30-10:30 in the morning, likely to be for hot water (geysers) and cooking. This is different to the late evening/night-time peak observed in the summer due to use of air conditioning (AC). Only one dwelling showed potential signs of using space heating. Higher electricity use aligned with lower peak temperatures in some homes particularly in the high-income group, indicating the potential use of AC during winter. The wintertime morning electricity peak in India could be managed using thermal stores in geysers through pre-heating which could also offer demand response opportunities.
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Gupta R, Gregg M, 'Spatial Mapping Approach to Target the Local Deployment of Distributed Energy Resources in the UK'
1 (2022) pp.266-277
ISBN: 9789561430686AbstractPublished here Open Access on RADAREnergy systems in most countries distribute electricity over centralized networks using primarily carbon intensive fossil fuels. For energy system to become decarbonised and decentralised to meet climate targets, large-scale application of distributed energy resources (DERs) that provide low carbon heating and electricity will be necessary. This paper uses a domestic energy mapping approach to baseline energy use and target appropriate dwellings for the application of DERs (heat pumps, rooftop solar, batteries) in five existing neighbourhoods (each comprising 200-450 dwellings) located in five council districts in Oxfordshire (UK). The dwellings are assessed using a bottom-up energy model called DECoRuM combined with a GIS-based approach to spatially map results. The results show that rooftop solar installation potential ranges widely depending on neighbourhood; between 1%-9% of dwellings can take up installations of 4kWp size and above, with an average size of 2.1 kWp, resulting in average energy reductions ranging from 69%-77%. The proposed approach can enable local authorities, community energy project developers and district network operators to extract local spatial intelligence rapidly and accurately for large-scale deployment of distributed energy resources. This can avoid expensive reinforcement of the local electricity networks.
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Gupta R, Gregg M, 'Spatially-based urban energy modelling approach for enabling energy retrofits in Oxfordshire'
(2020)
AbstractOpen Access on RADARThe UK government has committed to achieving net zero carbon emissions by 2050. This will require a transformation of the housing sector as it has lagged previous emissions targets. Although millions of existing homes across the UK need energy improvements, the process of identifying suitable and eligible homes is presently a time-consuming task and energy suppliers are struggling to meet their targets. To address this challenge, this paper describes the application of a data-driven geographical information system-based approach to spatially identify suitable dwellings quickly and accurately by mapping and modelling baseline energy use and potential for energy retrofit measures, singularly and in combination.
Drawing on publicly available datasets on housing and energy, combined with local datasets, a neighbourhood with high fuel poverty in Bicester (Oxfordshire, UK) was selected. The DECoRuM model was then used to estimate current energy use and potential for energy reduction on a house-by-house level. The improvement measures were aggregated to encourage bulk installations and drive down installation costs. House-level energy assessment in the selected area using DECoRuM shows that a package-based approach comprising building fabric and heating system upgrade and solar PVs is effective at significantly reducing energy consumption and energy bills, as well as fuel poverty.
This spatially based urban energy modelling approach brings together energy calculations and spatial mapping to address the barriers to mass retrofit programmes. The data collected can also be used to build brokering services amongst those who need energy improvements (households) with those can provide retrofit measures (installers) and those can sponsor energy measures (energy suppliers). -
Gupta R, Gregg M, 'A new GIS based decision support tool for enabling local energy retrofits'
(2018)
AbstractOpen Access on RADARThis paper describes the application of a data-driven localised Geographical Information System based decision support tool to spatially identify (model and map) suitable households accurately and cost effectively, using a case study in Oxford (UK). Drawing on publicly available datasets on housing and energy, and combining it with local datasets and energy modelling, optimal neighbourhoods and dwellings are targeted for specific retrofit measures to meet the specific need of obligated energy suppliers in the context of the Energy Company Obligation. Findings show that dwellings most in need of insulation upgrade and relief from high energy bills are not necessarily the dwellings with the greatest energy consumption per area.
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Gupta R, Gregg M, Howard A, 'Comparative evaluation of actual energy use, occupant satisfaction and productivity in nine low energy office buildings'
(2018)
AbstractThis paper presents a comparative evaluation of datasets on modelled and measured energy use, air permeability, and perceived productivity across nine office buildings, gathered as part of the Innovate UK’s Building Performance Evaluation (BPE) programme. Despite being designed to high sustainability standards, it is found that measured air permeability rates of four case study office buildings are much higher than the design target, while energy-related CO2e emissions of three office buildings are over double the predicted CO2e emissions rate. Statistical analysis of occupant feedback indicates that overall comfort and summer temperatures are strongly associated with perceived productivity. Surprisingly, perceived control over ventilation and heating has weak correlations with perceived productivity. Such findings can help to provide foresight for improving future building design, specifications and performance.Open Access on RADAR -
Gupta R, Gregg M, Manu S, Vaidya V, Dixit M, 'Developing and testing a BPE approach for green buildings in India'
(2018)
ISBN: 978-0-9955690-3-4 -
Gupta R, Gregg M, 'Mapping socio-economic barriers to the implementation of energy efficiency policies in the UK building sector'
(2017) pp.168-181
ISBN: 9780995569027AbstractIn 2015 the UK building sector accounted for 43% (29% domestic, 14% commercial) of thePublished here Open Access on RADAR
national energy consumption, thereby positioning this sector as critical in meeting national
energy efficiency targets. However, barriers to energy efficiency are vast and complex, and
overcoming them is a key challenge for effective implementation of energy efficiency
policies. This paper describes the findings from a review of literature and an expert survey
to map and assess the key social, cultural, educational, economic and institutional barriers
(in terms of small, medium and high impact) to implementing energy efficiency policies
across the UK building sector.
Overall the barriers are found to be strongly linked with consumer behaviour. They are
often highly complex with multiple inter-relations. The barriers with the highest impact
comprise the undervaluing of energy efficiency, lack of motivation and inertia within
consumers/end users, infrastructural and planning barriers to medium sized energy projects
as well as practical and construction-related barriers such as a lack of skills and adequate
standards. Economic barriers such as upfront/capital costs and the lack of adequate or
misaligned financial incentives also appear to be significant. Surveys of experts showed that
the top two most important barriers in the building sector to overcome were the socioeconomic
status of building users (11.7% of experts) and lack of funds or access to finance
(10% of experts). Although there are several UK policies that aim to target some of these
barriers, a number of UK’s energy policies (Green Deal, Zero Carbon Homes) have recently
been scrapped, and consultation is out on how to proceed in terms of UK national energy
efficiency policy within this sector. -
Gupta R, Gregg M, Bruce-Konuah A, 'Assessing the occurrence of summertime overheating in occupied and unoccupied low energy homes'
(2017) pp.3778-3785
ISBN: 9780992895754AbstractPublished here Open Access on RADARThis paper presents an empirical study to assess the occurrence and possible causes of summertime overheating in three occupied and two unoccupied low energy dwellings in the UK. All five dwellings are identical in terms of construction and location, but have different occupancy profiles and household compositions in the three occupied dwellings. An interdisciplinary approach is adopted, drawing from building science and social science methods, including monitoring of interior environmental conditions, thermal comfort diaries and interviews with residents. Temperature data from bedrooms and living rooms from the case study homes were analysed for overheating using both static and adaptive thermal comfort analyses methods. The findings suggest that summertime overheating is prevalent across both occupied and unoccupied case study dwellings, although overheating assessment using static criteria found a much higher proportion of the rooms to be overheated than the adaptive criteria. In the dwellings a common finding was that bedrooms were found to be more prone to overheating than living rooms. Since it is likely that methods used to assess overheating will be incorporated into regulations in future affecting the design of housing, it is necessary to deploy passive design strategies to prevent the overheating risk in low energy homes.
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Gupta R, Gregg M, Sharpe T, McGill G, Mawditt I, 'Characterising the actual performance of domestic mechanical ventilation and heat recovery systems'
(2017)
AbstractThis paper describes the findings and recommendations of a meta-study examining the actual in-use performance of whole-house mechanical ventilation heat recovery systems (MVHR) installed in 54 low energy dwellings in the UK, as part of a national research programme. The performance of the systems is assessed using monitored data on indoor air quality (temperature, relative humidity, CO2) and energy use, cross-related with actual experiences of operating these systems through resident surveys. Design/research team interviews were also used to ascertain the reasons for selecting MVHR as a ventilation strategy for a housing development. Cross-analysis of the quantitative and qualitative data helps to identify the key features of MVHR systems with respect to quality of design, installation and commissioning procedures.Published here Open Access on RADAR
Overall the study indicates that the rationale behind the use of MVHR systems is borne out – the rates of ventilation as evidenced very generally by CO2 levels are better, and the energy use overall is lower. However the study also highlights the prevalence of sub-optimal systems and the possible implications on both energy efficiency and indoor air quality. This would lead to houses being naturally ventilated, but relying entirely on opening windows where there is no provision for background ventilation. In some spaces where this is not possible (for example due to external factors such as noise or security), or where there is less adaptive behaviour (for example bedrooms overnight), very poor levels of ventilation are experienced.
In general the energy consumption in houses with MVHR systems was lower, but this needs to be contextualised – 77% of the MVHR dwellings with energy data were of Passivhaus construction, which in general have lower consumption within the domestic sample (albeit with MVHR as a key component). In some cases it was found that MVHR systems were selected to achieve compliance with the Code for Sustainable Homes, without much understanding of required air-tightness of the building envelope or the maintenance requirements of these systems. Key recommendations include better understanding of the design issues to ensure good airflow and avoid installation problems associated with ductwork; designing in maintenance requirements including unit location, filter cleaning and replacement; ensuring good communication of the design details with installers and commissioners in conjunction with better quality control onsite; along with improved handover processes and occupant guidance. -
Gupta R, Gregg M, 'Local energy mapping for urban energy retrofits'
(15) (2017) pp.2005-2013
ISBN: 9781775052005AbstractThis paper presents a localised Geographical Information System (GIS) based mapping approach using publicly available national and local datasets on housing and energy to identify spatially an area for energy retrofit (high energy using and/or high fuel poverty) within a UK town. A GIS-based bottom-up carbon mapping model (called DECoRuM) is then used to estimate energy use, and evaluate the potential of deploying a range of energy saving strategies (fabric improvements, heating system upgrades and solar measures) on a house-by-house level. The local energy mapping approach is found to be effective in visually communicating results to householders, community groups and local authorities for encouraging take-up.Published here Open Access on RADAR -
Gupta R, Gregg M, 'Building performance simulation of advanced energy technologies to achieve net zero energy dwellings in UK'
(2016)
AbstractThis paper systematically presents the methodology and initial findings from modelling and simulation of advanced energy conservation, generation and management technologies applied to two case study dwellings to achieve a net zero energy (NZE) target. The specific objectives are to meet the Energy Performance in Buildings Directive as follows: reduction of net regulated energy to or below 0 kWh/m2 per year and generation of at least 50 kWh/m2 per year, on average, in the NZE settlement.Published here Open Access on RADAR
The findings reveal that to meet the specific targets set out for the project aligned with the EU Directive:
- A majority of technological intervention must come from community renewables,- buildings built to current UK Building Regulations, will need to reduce regulated loads by about half, and
- the NZE targets in particular are not particularly stringent regarding energy efficiency but are highly expectant with regard to renewable energy.
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Gupta R, Kapsali M, Gregg M, 'Climate Resilience in New-Build Social Housing: Challenges, opportunities and unintended consequences'
(2015) pp.497-506
ISBN: 978-0-9929705-4-3AbstractNew low-carbon houses in the UK are designed to reduce heat loss through improvedPublished hereair-tightness and increased insulation, potentially raising the risk of summertime overheating now and in the future. This paper uses a socio-technical building performance evaluation approach to empirically examine the extent of climate resilience, specifically against overheating, of six case study dwellings across three low carbon social housing developments in Southeast England. Using a combination of physical monitoring of environmental conditions, window opening/closing, and commissioning review of ventilation and heating systems, actual data is gathered on the way people operate their homes to reveal any unintended consequences that can accentuate overheating risk and discomfort. The findings indicate that indoor environmental conditions are determined by a complex relationship between the performances of building fabric, systems as well as interaction of occupants with them, which is determined by their understanding and comfort expectations. High summertime indoor temperatures are linked to window opening patterns and heating system faults. If climate resilience is not considered at the design stage of low energy housing, the overheating risk will increase, thereby further widening the performance gap.
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Gupta R, Barnfield L, Gregg M, 'Effectiveness and impacts of community-based action on household energy reduction'
(2015) pp.535-548
ISBN: 978-91-980482-7-8AbstractThis paper investigates the effectiveness and impacts of community-based home energy improvements within six Government-funded low carbon communities (LCCs) in UK as partPublished hereof a multi-disciplinary research project. The improvements undertaken included physical (fabric) and technical (services and systems, including low-zero carbon technologies) measures as well as behaviour change interventions (from energy display monitors to energy management programmes and workshops). A graduated mixed-method monitoring and evaluation approach is used including: assessment of aggregated and longitudinal domestic energy data (1,000–5,000 households per community over five years), carbon mapping of approximately 1,800 households before and after implementation of community energy projects, longitudinal meter point gas and electricity data of 88 households over 5 years, qualitative surveys and interviews with 88 households; and thermal imaging and physical monitoring of 60 selected dwellings (of the 88 households).
Whilst the aggregated longitudinal energy data and carbon mapping enable an examination of the effectiveness of community-based action, the in-depth case studies provide evidence on the wider impacts of home energy improvements and highlight the complexities and limitations of community energy projects in reducing energy use, and sustaining proenvironmental behaviours. Analysis of long term energy use (2008–2012) shows that there is an overall energy reduction trend in these communities, with gas use decreasing significantly in communities where a primary focus was on demand reduction, through physical measures combined with energy management workshops. Interestingly LCCs with a focus on electricity generation (solar PVs) have also seen a higher than national average reduction in electricity use. Yet the household level occupant interviews highlight that whilst the majority are sustaining positive energy behaviours, influential and dominating factors such as cost, lifestyle, health and comfort can impede further change, particularly in relation to one-off purchasing behaviours and heating-related habitual behaviours. Despite this, the LCCs appear to play an important role in increasing individual agency, dispelling myths and mixed messages surrounding ‘new’ technologies, and providing much needed space for dialogue around demand reduction and local energy generation.
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Gupta R, Gregg M, 'A quiet revolution: Mapping energy use in low carbon communities'
2 (Session 5B) (2014) pp.49-56
ISBN: 9789383184033AbstractRecent Government funding in the UK has enabled 22 low carbon community organisations to work with the private and academic sector to understand and reduce energy consumption in domestic and non-domestic buildings. This has helped communities prepare for policy mechanisms such as the national Green Deal programme which aims to improve existing housing and non-domestic buildings by offering up-front loans to be repaid by energy savings. This paper presents the role and application of a unique carbon mapping approach, which has enabled five of these low carbon communities to rapidly assess on a house-by-house level, the potential for improving the energy efficiency of their housing stock. DECoRuM, an award-winning GIS-based carbon counting model is used to measure, model, map and manage energy use and CO2 emission reductions from approximately 1,300 houses across five communities, displaying estimates of energy use and carbon emissions before and after community action. Incremental packages of energy saving measures and low carbon technologies are assessed for their impact on CO2 emissions to reveal further potential for large-scale refurbishment in the local area. Eligibility for the Green Deal is tested to show that on average 72 per cent of homes over all communities are suitable for finance. Through community events, results are visualised and fed back to the householders using colour-coded spatial maps along with thermal imaging. Findings from this study are relevant for policy-making and practitioners engaged in area-based carbon reductions.Published here Open Access on RADAR -
Gupta R, Gregg M, 'Using urban energy modelling to rapidly assess potential for climate change mitigation and adaptation of UK homes'
(2014)
ISBN: 978-0-9930137-0-6AbstractThis paper demonstrates the application of urban energy modelling using the DECoRuM-Adapt
toolkit, to rapidly model, map, measure and manage, energy use and carbon emissions, as well as overheating risk and adaptive capacity, on a houseby-house level for seven sub-urban neighbourhood typologies covering approximately 2000 homes, across four cities and towns in England. Findings identify home characteristics, which contribute to higher risk of overheating, effective adaptation strategies, and retrofit packages effective in meeting Green Deal requirements while mitigating future overheating risk. The work reveals the need for consideration of adaptation and overheating risk abatement in Green Deal and ECO-funded retrofits.
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Gupta R, Gregg M, Cherian R, 'Tackling the performance gap between design intent and actual outcomes of new low/zero carbon housing'
(5A-483-13) (2013) pp.1315-1328
ISBN: 978-91-980482-2-3 eISBN: 978-91-980482-3-0AbstractThe UK Government has set ambitious targets for incremental changes to building regulatory standards, which are intended to achieve ‘zero’ carbon new housing from 2016 onwards. Despite this driver, many of the low carbon solutions are at present untested, creating a gap between ‘as-built’ performance and ‘design intent’. Such a performance gap has the potential to undermine the zero carbon housing policy.Published hereThis paper explores the available evidence on the existence and underlying nature of the performance gap and makes proposals on how the problem could be addressed. The paper investigates forensically the discrepancy between ‘as designed’ and ‘as built’ performance of a range of new exemplar low carbon housing procured by public housing providers and private developers in England, UK. These developments include all kinds of built forms (terraced, detached and semi-detached) and modern construction systems (masonry brick and block, timber frame and lightweight steel frame construction with pre insulated panels). Sponsored by the UK Government’s Technology Strategy Board, systematic building performance evaluation (BPE) studies of these low carbon housing developments are undertaken by the authors during post construction and initial occupancy stages.
The performance of the building fabric and service systems are evaluated through a detailed review of design and construction specifications and processes, thermographic surveys, co-heating tests to determine actual heat loss, observation of handover processes and mapping of occupant satisfaction. This reveals unintended fabric losses, installation and commissioning issues associated with low carbon technologies, lack of proper sequencing of building works, and complexity of control interfaces. To ensure that the desired performance is achieved, feedback loops need to be established using a soft landings based approach for better briefing, design, graduated handover and performance in use.
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Gupta R, Gregg M, 'Adapting UK suburban homes for a warming climate'
(2012)
AbstractAs climate change becomes more prominent within the next 50 years and beyond, comfort in the built environment is projected to change drastically. This is specifically relevant in the UK‘s suburbs where 84% of the population reside. To assess this future impact, this paper uses downscaled probabilistic climate change data from the UKCP09 to simulate the impact of future temperature change on the energy consumption of, and comfort in, typical English homes at both neighbourhood and house level (located in Oxford) using two simulation packages with different temporal inputs, DECoRuM and IES respectively. For all homes modelled, user-controlled shading proved to be the most effective adaptation. Increasing the surface albedo of the building fabric and external insulation were also found to be effective. Ultimately among the passive options tested, the research found that none could completely eliminate the risk of overheating in the homes, particularly by the 2050s and beyondPublished here -
Gupta R, Gregg M, 'Using a building performance evaluation approach to achieve low-carbon retrofitting of a Victorian house in Oxford'
(2012)
ISBN: 978-989-95671-8-4 -
Gupta R, Gregg M, 'Using a mapping-based simulation approach to rapidly investigate the potential for adapting English homes for a warming climate'
(2012) pp.744-751
Published here -
Gupta R, Gregg M, 'Suburban neighbourhood adaptation for a changing climate: developing climate change scenarios for suburbs'
(2011) pp.233-238
ISBN: 978-2-87463-276-1AbstractThis paper describes the overall aims, methodological framework and key findings from developing climate change scenarios for suburbs, as part of a UK Research Council funded 3-year consortium-based project on ‘Suburban Neighbourhood Adaptation for a Changing Climate’ (SNACC): identifying effective, practical and acceptable means of suburban re-design.’ The paper also evaluates the various techniques available for downscaling temporally and spatially, the recently-released UK Climate Change Projections 2009 (UKCP09) dataset, to conceptualise and quantify the climate change impacts and environmental risks for smaller areas such as neighbourhoods in cities. In order to develop climate change scenarios that are meaningful at the neighbourhood scale, probabilistic climate change data are first analysed and downscaled for three UK cities; Bristol, Oxford and Stockport. For each location, local microclimatic and environmental features, that may exacerbate or ameliorate climate change impacts, are considered for their influence. These local environmental features can range from the city to building scale encompassing neighbourhood influence. The climate change hazards are combined with the neighbourhood and building-level local environmental features to reveal the impacts that need to be addressed in order to test relevant climate change adaptation packages that are effective, practical and acceptable.
Other publications
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Gupta R, Walker G, Lewis A, Barnfield L, Gregg M, Neven L, 'Care provision fit for a future climate', (2016)
AbstractHotter, drier summers with heatwaves of greater frequency and intensity have serious implications for the UK’s ageing population. This report reviews existing evidence and presents primary research in four case study care settings (two residential and two extra care) in England to assess the risks of summertime overheating, and investigate the preparedness of the care settings, both now and in the future.Published hereThe report shows that:
summertime overheating is both a current and future risk in care schemes, yet there is currently little awareness or preparedness at all levels, from designers to frontline staff, to implement suitable and long-term adaptation strategies;
there is a perception that older people ‘feel the cold’, but less recognition that heat can also present a significant health risk;
design for overheating is not commonplace; there is low prioritisation of overheating and future climate change (in briefing and design);
there is a mismatch between the overheating risks predicted by climate modelling and those measured by empirical monitoring, which underplays present-day risks from high temperatures;
there is a lack of effective heat management across the case studies due to a number of design and management issues, including lack of investment in appropriate strategies (such as external shading), conflicts between passive cooling strategies and occupant requirements; and
collaboration among government departments and professional institutions is necessary to harmonise and standardise health-related and building thermal comfort-related overheating thresholds, with particular consideration for care settings.
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Gupta R, Barnfield L, Gregg M, Lewis A, Walker G, Neven L, 'Care provision fit for a future climate: findings from an extra care scheme: Case Study C', (2016)
AbstractThis report assesses the current and future risks of summertime overheating in an extra-care case study scheme in England. It also investigates the preparedness of the extra-care facility against the risk of overheating, now and in the future.Published here -
Gupta R, Barnfield L, Gregg M, Lewis A, Walker G, Neven L, 'Care provision fit for a future climate: findings from an extra care scheme: Case Study D', (2016)
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Gupta R, Barnfield L, Gregg M, Lewis A, Walker G, Neven L, 'Care provision fit for a future climate: findings from a residential care home: Case Study A', (2016)
AbstractThis report assesses the current and future risks of summertime overheating in a residential case study care setting in England. It also investigates the preparedness of the care setting against the risk of overheating, now and in the future. -
Gupta R, Barnfield L, Gregg M, Lewis A, Walker G, Neven L, 'Care provision fit for a future climate: findings from a residential care home: Case Study B', (2016)
AbstractThis report assesses the current and future risks of summertime overheating in a residential case study care setting in England. It also investigates the preparedness of the care setting against the risk of overheating, now and in the future. -
Sharpe T, McGill G, Gupta R, Gregg M, Mawditt I, 'Characteristics and performance of MVHR systems A meta study of MVHR systems used in the Innovate UK Building Performance Evaluation Programme', (2016)
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Gupta R, Eyre N, Darby S, Lucas K, Barnfield L, Hamilton J, Mayne R, Gregg M, Fratter C, Irving B, 'Evaluating the impacts, effectiveness and success of low carbon communities on localised energy behaviours (EVALOC)', (2015)
Professional information
Conferences
- Building performance simulation of advanced energy technologies to achieve net-zero energy dwellings in UK presented at the 3rd IBPSA-England's Building Simulation and Optimization Conference, 12 - 14 September 2016 in Newcastle Upon Tyne, UK
- Local energy mapping using publicly available data for urban energy retrofit presented at the International SEEDS Conference 2016 (Sustainable, Ecological, Engineering and Design for Society) hosted by Leeds Beckett University on 14 and 15 September 2016.
- Using a mapping-based simulation approach to rapidly investigate the potential for adapting English homes for a warming climate presented at the Second International Conference on Building Energy and Environment (COBEE 2012), 1-4 August 2012, Boulder, Colorado, USA.
Consultancy
Matt also gained experience in urban design and planning while working with the Nashville Civic Design Center on the Plan of Nashville in 2003 and was employed as an intern architect by BarberMcMurry architects from 2005-2008.
Further details
In 2009, Matt graduated with a Master of Science in Sustainable Building: Performance and Design from Oxford Brookes University. Prior to joining Oxford Brookes in 2010, Matt worked in an architecture practice in Tennessee and completed the USA (AIA) equivalent of the RIBA part 2: professional experience and has accreditation in Leadership in Energy and Environmental Design (LEED AP).