Tom Beach
(he/him)
BSc FHEA PhD MBCS
Professor of Built Environment Informatics
- Available for postgraduate supervision
Overview
I am a professor in Build Environment Informatics, I hold a PhD in Computer Science and have been working in the built environment research field for over 10 years.
I am passionate about applying state of the art computing technologies to deliver a safer, more efficient, more resilient built environment.
My research focuses on innovation in the built environment field underpinned by state of the art computing technologies. This combination of a background in Computer Science, a solid grounding in the built environment field, and expertise in Building Information Modelling (BIM) and built environment semantics, makes me ideally placed to conduct research towards creating a more intelligent, efficient and adaptable built environment.
More specifically, my research interests include: (a) specification and implementation of building/district/city data storage, (b) the Internet of Things(IoT) and its application to the monitoring and control of the built environment, (c) data analytics including machine learning and artificial intelligence, (d) application of cloud/distributed computing to data storage and processing for built environment applications and (e) the semantics of data within the built environment.
I am also heavily involved in the development of the Computation Urban Sustainability Platform and am the technical lead for this project.
I am currently conducted several funded research projects in these areas, and am active in publishing ( I have over 30 academic papers in peer reviewed journals) and reviewing papers. I am also available for postgraduate research supervision - please see Supervision for more information.
Related Links
Publication
2025
- Alsaffar, A., Beach, T. and Rezgui, Y. 2025. Enhancing asset management: Integrating digital twins for continuous permitting and compliance - A systematic literature review. Journal of Building Engineering 99, article number: 111515. (10.1016/j.jobe.2024.111515)
- Ghazwani, K., Beach, T. and Rezgui, Y. 2025. Energy retrofitting using advanced building envelope materials for sustainable housing: A review. Building and Environment 267, article number: 112243. (10.1016/j.buildenv.2024.112243)
2024
- Ghoroghi, A., Rezgui, Y., Petri, I., Beach, T., Yeung, J. and Ghaemi, A. 2024. A multi-agent system to dynamically devise an LCA framework weighting system taking into account socio-technical and environmental consideration. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 480(2301), article number: 20240125. (10.1098/rspa.2024.0125)
- Barbero, I., Rezgui, Y., Beach, T. and Petri, I. 2024. Social life cycle assessment in the construction sector: current work and directions for future research. International Journal of Life Cycle Assessment 29, pp. 1827-1845. (10.1007/s11367-024-02341-7)
- Beach, T., Yeung, J., Ghoroghi, A. and Rezgui, Y. 2024. Moving automated compliance checking to the operational phase of the building life-cycle: analysis and feasibility study in the UK. International Journal of Construction Management (10.1080/15623599.2024.2366727)
- Beach, T., Yeung, J., Nisbet, N. and Rezgui, Y. 2024. Digital approaches to construction compliance checking: Validating the suitability of an ecosystem approach to compliance checking. Advanced Engineering Informatics 59, article number: 102288. (10.1016/j.aei.2023.102288)
2023
- Al Mughairi, M., Beach, T. and Rezgui, Y. 2023. Post-occupancy evaluation for enhancing building performance and automation deployment. Journal of Building Engineering 77, article number: 107388. (10.1016/j.jobe.2023.107388)
- Mohsin, M. M., Beach, T. and Kwan, A. 2023. A review of sustainable urban development frameworks in developing countries. Journal of Sustainable Development 16(5) (10.5539/jsd.v16n5p1)
- Alshammari, K., Beach, T., Rezgui, Y. and Alelwani, R. 2023. Built environment cybersecurity: development and validation of a semantically defined access management framework on a university case study. Applied Sciences 13(13), article number: 7518. (10.3390/app13137518)
- Yeung, J., Menacho, A. J. H., Marvuglia, A., Gutiérrez, T. N., Beach, T. and Rezgui, Y. 2023. An open building information modelling based co-simulation architecture to model building energy and environmental life cycle assessment: A case study on two buildings in the United Kingdom and Luxembourg. Renewable and Sustainable Energy Reviews(183), article number: 113419. (10.1016/j.rser.2023.113419)
- Fnais, A., Ghoroghi, A., Rezgui, Y., Beach, T. and Petri, I. 2023. SemanticLCA: A new generation of life cycle assessment methods applied to buildings. Presented at: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference, Nancy, France, 19-23 June 20222022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference. IEEE, (10.1109/ICE/ITMC-IAMOT55089.2022.10033206)
2022
- Alghamdi, M., Beach, T. and Rezgui, Y. 2022. Reviewing the effects of deploying Building Information Modelling (BIM) on the adoption of sustainable design in Gulf countries: a case study in Saudi Arabia. City, Territory and Architecture 9(18) (10.1186/s40410-022-00160-7)
- Fnais, A., Rezgui, Y., Petri, I., Beach, T., Yeung, J., Ghoroghi, A. and Kubicki, S. 2022. The application of life cycle assessment in buildings: challenges, and directions for future research. International Journal of Life Cycle Assessment 27, pp. 627-654. (10.1007/s11367-022-02058-5)
- Ghoroghi, A., Rezgui, Y., Petri, I. and Beach, T. 2022. Advances in application of machine learning to life cycle assessment: a literature review. International Journal of Life Cycle Assessment 27, pp. 433-456. (10.1007/s11367-022-02030-3)
2021
- Brown, J. K., Yeung, J., Rezgui, Y. and Beach, T. 2021. Using mixed methods around a digital twin to study the prevalence of Sick Building Syndrome symptoms among University students. Presented at: 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, Wales, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE pp. 1-15., (10.1109/ICE/ITMC52061.2021.9570228)
- Alshammari, K., Beach, T. and Rezgui, Y. 2021. Industry engagement for identification of cybersecurity needs practices for digital twins. Presented at: 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, Wales, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE pp. 1-7., (10.1109/ICE/ITMC52061.2021.9570208)
- Alshammari, K., Beach, T. and Rezgui, Y. 2021. Cybersecurity for digital twins in the built environment: current research and future directions. Journal of Information Technology in Construction 26, pp. 159-173. (10.36680/j.itcon.2021.010)
- Howell, S., Beach, T. and Rezgui, Y. 2021. Robust requirements gathering for ontologies in smart water systems. Requirements Engineering 26, pp. 97-114. (10.1007/s00766-020-00335-z)
2020
- Mohsin, M. M., Beach, T. and Kwan, A. 2020. Consensus-based urban sustainability framework for Iraqi cities: a case study in Baghdad. Heliyon 6(12), article number: e05348. (10.1016/j.heliyon.2020.e05348)
- Beach, T. H., Hippolyte, J. and Rezgui, Y. 2020. Towards the adoption of automated regulatory compliance checking in the built environment. Automation in Construction 118, article number: 103285. (10.1016/j.autcon.2020.103285)
- Delgado, J. M. D., Oyedele, L., Demian, P. and Beach, T. 2020. A research agenda for augmented and virtual reality in architecture, engineering and construction. Advanced Engineering Informatics 45, article number: 101122. (10.1016/j.aei.2020.101122)
- Delgado, J. M. D., Oyedele, L., Beach, T. and Demian, P. 2020. Augmented and virtual reality in construction: Drivers and limitations for industry adoption. Journal of Construction Engineering and Management 146(7) (10.1061/(ASCE)CO.1943-7862.0001844)
2019
- Zhao, W., Beach, T. H. and Rezgui, Y. 2019. Automated model construction for combined sewer overflow prediction based on efficient LASSO algorithm. IEEE Transactions on Systems Man and Cybernetics: Systems 49(6), pp. 1254-1269. (10.1109/TSMC.2017.2724440)
2018
- Zhao, W., Beach, T. H. and Rezgui, Y. 2018. A systematic mixed-integer differential evolution approach for water network operational optimisation. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 474(2217), article number: 20170879. (10.1098/rspa.2017.0879)
- Kasim, T., Li, H., Rezgui, Y. and Beach, T. 2018. Integrated framework to manage building's sustainability efficiency, design features and building envelope. IFIP Advances in Information and Communication Technology 534, pp. 650-660. (10.1007/978-3-319-99127-6_56)
- Beach, T., Howell, S., Terlet, J., Zhao, W. and Rezgui, Y. 2018. Achieving smart water network management through semantically driven cognitive systems. IFIP Advances in Information and Communication Technology 534, pp. 478-485. (10.1007/978-3-319-99127-6_41)
- Howell, S., Rezgui, Y. and Beach, T. 2018. Water utility decision support through the semantic web of things. Environmental Modelling and Software 102, pp. 94-114. (10.1016/j.envsoft.2018.01.006)
2017
- Petri, I., Beach, T., Rana, O. F. and Rezgui, Y. 2017. Coordinating multi-site construction projects using federated clouds. Automation in Construction 83, pp. 273-284. (10.1016/j.autcon.2017.08.011)
- Howell, S., Rezgui, Y. and Beach, T. 2017. Integrating building and urban semantics to empower smart water solutions. Automation in Construction 81, pp. 434-448. (10.1016/j.autcon.2017.02.004)
- Terlet, J., Beach, T., Rezgui, Y. and Bulteau, G. 2017. Comparing diurnal patterns of domestic water consumption: an international study. Presented at: 11th European Conference on Product and Process Modelling, ECPPM 2016, Limassol; Cyprus, 7 - 9 September 2016 Presented at Christodoulou, S. E. and Scherer, R. eds.eWork and eBusiness in Architecture, Engineering and Construction: ECPPM 2016: Proceedings of the 11th European Conference on Product and Process Modelling (ECPPM 2016), Limassol, Cyprus, 7-9 September 2016. Leiden: CRC Press pp. 605-611., (10.1201/9781315386904)
- Zhao, W., Beach, T. H. and Rezgui, Y. 2017. Efficient least angle regression for identification of linear-in-the-parameters models. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 473(2198), article number: 20160775. (10.1098/rspa.2016.0775)
- Petri, I., Rana, O. F., Beach, T. and Rezgui, Y. 2017. Performance analysis of multi-institutional data sharing in the Clouds4Coordination system. Computers & Electrical Engineering 58, pp. 227-240. (10.1016/j.compeleceng.2017.02.015)
- Beach, T., Petri, I., Rezgui, Y. and Rana, O. 2017. Management of collaborative BIM data by the Federatinon of Distributed Models. Journal of Computing in Civil Engineering 31(4), article number: 4017009. (10.1061/(ASCE)CP.1943-5487.0000657)
- Mohsin, M. M., Beach, T. and Kwan, A. 2017. Public perceptions of urban sustainable challenges in developing countries. Presented at: Sustainable Development and Planning 2018, Siena, Italy, 4-6 September 2018 Presented at Brebbia, C. A. et al. eds.Sustainable Development and Planning IX, Vol. 226. WIT Transactions on Ecology and the Environment Southampton: WIT Press pp. 131-140., (10.2495/SDP170121)
2016
- Zhao, W., Beach, T. and Rezgui, Y. 2016. Optimization of potable water distribution and wastewater collection networks: A systematic review and future research directions. IEEE Transactions on Systems, Man, and Cybernetics: Systems 46(5), pp. 659-681. (10.1109/TSMC.2015.2461188)
- Petri, I. et al. 2016. Distributed multi-cloud based building data analytics. In: Developing Interoperable and Federated Cloud Architecture. , pp. 143-170., (10.4018/978-1-5225-0153-4.ch006)
- Carboni, D., Gluhak, A., McCann, J. and Beach, T. 2016. Contextualising water use in residential settings: a survey of non-intrusive techniques and approaches. Sensors 16(5), article number: 738. (10.3390/s16050738)
2015
- Petri, I., Diaz-Montes, J., Zou, M., Beach, T., Rana, O. and Parashar, M. 2015. Market models for federated clouds. IEEE Transactions on Cloud Computing 3(3), pp. 398-410. (10.1109/TCC.2015.2415792)
- Beach, T. H., Rezgui, Y., Li, H. and Kasim, T. 2015. A rule-based semantic approach for automated regulatory compliance in the construction sector. Expert Systems with Applications 42(12), pp. 5219-5231. (10.1016/j.eswa.2015.02.029)
- Beach, T., Rana, O. F., Rezgui, Y. and Parashar, M. 2015. Governance model for cloud computing in building information management. IEEE Transactions on Service Computing 8(2), pp. 314-327. (10.1109/TSC.2013.50)
- Petri, I., Rana, O. F., Beach, T., Rezgui, Y. and Sutton, A. 2015. Clouds4Coordination: managing project collaboration in federated clouds. Presented at: IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC), Limassol, Cyprus, 7 - 10 December 2015UCC 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing. Conference Publishing Services pp. 494-499., (10.1109/UCC.2015.88)
2014
- Petri, I., Beach, T., Rezgui, Y., Wilson, I. E. and Li, H. 2014. Engaging construction stakeholders with sustainability through a knowledge harvesting platform. Computers in Industry 65(3), pp. 449-469. (10.1016/j.compind.2014.01.008)
- Petri, I., Beach, T., Zou, M., Montes, J. D., Rana, O. F. and Parashar, M. 2014. Exploring models and mechanisms for exchanging resources in a federated cloud. Presented at: IEEE International Conference on Cloud Engineering (IC2E), Boston, MA, USA, 11-14 March 2014Cloud Engineering (IC2E), 2014 IEEE International Conference on. IEEE pp. 215-224., (10.1109/IC2E.2014.9)
- Petri, I. et al. 2014. Cloud supported building data analytics. Presented at: 2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Chicago, IL, USA, 26-29 May 2014Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on. IEEE pp. 641-650.
2013
- Beach, T., Rana, O. F. and Avis, N. J. 2013. Integrating acceleration devices using CometCloud. Presented at: 1st ACM workshop on Optimization techniques for resources management in clouds, New York, NY, USA, 17-21 June 2013 Presented at Baraglia, R., Coppola, M. and Dazzi, P. eds.ORMaCloud '13: Proceedings of the first ACM workshop on Optimization techniques for resources management in clouds. New York, NY: ACM pp. 17-24., (10.1145/2465823.2465824)
- Beach, T., Rana, O. F., Rezgui, Y. and Parashar, M. 2013. Cloud Computing for the Architecture, Engineering & Construction Sector: Requirements, Prototype & Experience. Journal of Cloud Computing: Advances, Systems and Applications 2(4), article number: 8. (10.1186/2192-113X-2-8)
- Beach, T. H., Kasim, T., Li, H., Nisbet, N. and Rezgui, Y. 2013. Towards automated compliance checking in the construction industry. Presented at: DEXA 2013: International Conference on Database and Expert Systems Applications, Prague, Czech Republic, 26-29 August 2013 Presented at Decker, H. et al. eds.Database and Expert Systems Applications: 24th International Conference, DEXA 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings, Part I, Vol. 8055. Springer pp. 366-380., (10.1007/978-3-642-40285-2_32)
- Rezgui, Y., Beach, T. and Rana, O. F. 2013. A governance approach for BIM management across lifecycle and supply chains using mixed-modes of information delivery. Journal of Civil Engineering and Management 19(2), pp. 239-258. (10.3846/13923730.2012.760480)
2010
- Beach, T., Grimstead, I. J., Walker, D. W. and Avis, N. J. 2010. Abstraction of programming models across multi-core and GPGPU architectures. In: Chapman, B. et al. eds. Parallel Computing: From Multicores and GPU's to Petascale. Advances in Parallel Computing Vol. 19. Amsterdam: IOS Press, pp. 554-561., (10.3233/978-1-60750-530-3-554)
- Beach, T. H. O. 2010. Application acceleration : an investigation of automatic porting methods for application accelerators. PhD Thesis, Cardiff University.
2009
- Beach, T. H. and Avis, N. J. 2009. An intelligent semi-automatic application porting system for application accelerators. Presented at: ACM International Conference on Computing Frontiers, Ischia, Italy, 14-16 May 2013UCHPC-MAW '09 Proceedings of the combined workshops on UnConventional high performance computing workshop plus memory access workshop. New York, NY: ACM pp. 7-10., (10.1145/1531666.1531669)
Articles
- Alsaffar, A., Beach, T. and Rezgui, Y. 2025. Enhancing asset management: Integrating digital twins for continuous permitting and compliance - A systematic literature review. Journal of Building Engineering 99, article number: 111515. (10.1016/j.jobe.2024.111515)
- Ghazwani, K., Beach, T. and Rezgui, Y. 2025. Energy retrofitting using advanced building envelope materials for sustainable housing: A review. Building and Environment 267, article number: 112243. (10.1016/j.buildenv.2024.112243)
- Ghoroghi, A., Rezgui, Y., Petri, I., Beach, T., Yeung, J. and Ghaemi, A. 2024. A multi-agent system to dynamically devise an LCA framework weighting system taking into account socio-technical and environmental consideration. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 480(2301), article number: 20240125. (10.1098/rspa.2024.0125)
- Barbero, I., Rezgui, Y., Beach, T. and Petri, I. 2024. Social life cycle assessment in the construction sector: current work and directions for future research. International Journal of Life Cycle Assessment 29, pp. 1827-1845. (10.1007/s11367-024-02341-7)
- Beach, T., Yeung, J., Ghoroghi, A. and Rezgui, Y. 2024. Moving automated compliance checking to the operational phase of the building life-cycle: analysis and feasibility study in the UK. International Journal of Construction Management (10.1080/15623599.2024.2366727)
- Beach, T., Yeung, J., Nisbet, N. and Rezgui, Y. 2024. Digital approaches to construction compliance checking: Validating the suitability of an ecosystem approach to compliance checking. Advanced Engineering Informatics 59, article number: 102288. (10.1016/j.aei.2023.102288)
- Al Mughairi, M., Beach, T. and Rezgui, Y. 2023. Post-occupancy evaluation for enhancing building performance and automation deployment. Journal of Building Engineering 77, article number: 107388. (10.1016/j.jobe.2023.107388)
- Mohsin, M. M., Beach, T. and Kwan, A. 2023. A review of sustainable urban development frameworks in developing countries. Journal of Sustainable Development 16(5) (10.5539/jsd.v16n5p1)
- Alshammari, K., Beach, T., Rezgui, Y. and Alelwani, R. 2023. Built environment cybersecurity: development and validation of a semantically defined access management framework on a university case study. Applied Sciences 13(13), article number: 7518. (10.3390/app13137518)
- Yeung, J., Menacho, A. J. H., Marvuglia, A., Gutiérrez, T. N., Beach, T. and Rezgui, Y. 2023. An open building information modelling based co-simulation architecture to model building energy and environmental life cycle assessment: A case study on two buildings in the United Kingdom and Luxembourg. Renewable and Sustainable Energy Reviews(183), article number: 113419. (10.1016/j.rser.2023.113419)
- Alghamdi, M., Beach, T. and Rezgui, Y. 2022. Reviewing the effects of deploying Building Information Modelling (BIM) on the adoption of sustainable design in Gulf countries: a case study in Saudi Arabia. City, Territory and Architecture 9(18) (10.1186/s40410-022-00160-7)
- Fnais, A., Rezgui, Y., Petri, I., Beach, T., Yeung, J., Ghoroghi, A. and Kubicki, S. 2022. The application of life cycle assessment in buildings: challenges, and directions for future research. International Journal of Life Cycle Assessment 27, pp. 627-654. (10.1007/s11367-022-02058-5)
- Ghoroghi, A., Rezgui, Y., Petri, I. and Beach, T. 2022. Advances in application of machine learning to life cycle assessment: a literature review. International Journal of Life Cycle Assessment 27, pp. 433-456. (10.1007/s11367-022-02030-3)
- Alshammari, K., Beach, T. and Rezgui, Y. 2021. Cybersecurity for digital twins in the built environment: current research and future directions. Journal of Information Technology in Construction 26, pp. 159-173. (10.36680/j.itcon.2021.010)
- Howell, S., Beach, T. and Rezgui, Y. 2021. Robust requirements gathering for ontologies in smart water systems. Requirements Engineering 26, pp. 97-114. (10.1007/s00766-020-00335-z)
- Mohsin, M. M., Beach, T. and Kwan, A. 2020. Consensus-based urban sustainability framework for Iraqi cities: a case study in Baghdad. Heliyon 6(12), article number: e05348. (10.1016/j.heliyon.2020.e05348)
- Beach, T. H., Hippolyte, J. and Rezgui, Y. 2020. Towards the adoption of automated regulatory compliance checking in the built environment. Automation in Construction 118, article number: 103285. (10.1016/j.autcon.2020.103285)
- Delgado, J. M. D., Oyedele, L., Demian, P. and Beach, T. 2020. A research agenda for augmented and virtual reality in architecture, engineering and construction. Advanced Engineering Informatics 45, article number: 101122. (10.1016/j.aei.2020.101122)
- Delgado, J. M. D., Oyedele, L., Beach, T. and Demian, P. 2020. Augmented and virtual reality in construction: Drivers and limitations for industry adoption. Journal of Construction Engineering and Management 146(7) (10.1061/(ASCE)CO.1943-7862.0001844)
- Zhao, W., Beach, T. H. and Rezgui, Y. 2019. Automated model construction for combined sewer overflow prediction based on efficient LASSO algorithm. IEEE Transactions on Systems Man and Cybernetics: Systems 49(6), pp. 1254-1269. (10.1109/TSMC.2017.2724440)
- Zhao, W., Beach, T. H. and Rezgui, Y. 2018. A systematic mixed-integer differential evolution approach for water network operational optimisation. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 474(2217), article number: 20170879. (10.1098/rspa.2017.0879)
- Kasim, T., Li, H., Rezgui, Y. and Beach, T. 2018. Integrated framework to manage building's sustainability efficiency, design features and building envelope. IFIP Advances in Information and Communication Technology 534, pp. 650-660. (10.1007/978-3-319-99127-6_56)
- Beach, T., Howell, S., Terlet, J., Zhao, W. and Rezgui, Y. 2018. Achieving smart water network management through semantically driven cognitive systems. IFIP Advances in Information and Communication Technology 534, pp. 478-485. (10.1007/978-3-319-99127-6_41)
- Howell, S., Rezgui, Y. and Beach, T. 2018. Water utility decision support through the semantic web of things. Environmental Modelling and Software 102, pp. 94-114. (10.1016/j.envsoft.2018.01.006)
- Petri, I., Beach, T., Rana, O. F. and Rezgui, Y. 2017. Coordinating multi-site construction projects using federated clouds. Automation in Construction 83, pp. 273-284. (10.1016/j.autcon.2017.08.011)
- Howell, S., Rezgui, Y. and Beach, T. 2017. Integrating building and urban semantics to empower smart water solutions. Automation in Construction 81, pp. 434-448. (10.1016/j.autcon.2017.02.004)
- Zhao, W., Beach, T. H. and Rezgui, Y. 2017. Efficient least angle regression for identification of linear-in-the-parameters models. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 473(2198), article number: 20160775. (10.1098/rspa.2016.0775)
- Petri, I., Rana, O. F., Beach, T. and Rezgui, Y. 2017. Performance analysis of multi-institutional data sharing in the Clouds4Coordination system. Computers & Electrical Engineering 58, pp. 227-240. (10.1016/j.compeleceng.2017.02.015)
- Beach, T., Petri, I., Rezgui, Y. and Rana, O. 2017. Management of collaborative BIM data by the Federatinon of Distributed Models. Journal of Computing in Civil Engineering 31(4), article number: 4017009. (10.1061/(ASCE)CP.1943-5487.0000657)
- Zhao, W., Beach, T. and Rezgui, Y. 2016. Optimization of potable water distribution and wastewater collection networks: A systematic review and future research directions. IEEE Transactions on Systems, Man, and Cybernetics: Systems 46(5), pp. 659-681. (10.1109/TSMC.2015.2461188)
- Carboni, D., Gluhak, A., McCann, J. and Beach, T. 2016. Contextualising water use in residential settings: a survey of non-intrusive techniques and approaches. Sensors 16(5), article number: 738. (10.3390/s16050738)
- Petri, I., Diaz-Montes, J., Zou, M., Beach, T., Rana, O. and Parashar, M. 2015. Market models for federated clouds. IEEE Transactions on Cloud Computing 3(3), pp. 398-410. (10.1109/TCC.2015.2415792)
- Beach, T. H., Rezgui, Y., Li, H. and Kasim, T. 2015. A rule-based semantic approach for automated regulatory compliance in the construction sector. Expert Systems with Applications 42(12), pp. 5219-5231. (10.1016/j.eswa.2015.02.029)
- Beach, T., Rana, O. F., Rezgui, Y. and Parashar, M. 2015. Governance model for cloud computing in building information management. IEEE Transactions on Service Computing 8(2), pp. 314-327. (10.1109/TSC.2013.50)
- Petri, I., Beach, T., Rezgui, Y., Wilson, I. E. and Li, H. 2014. Engaging construction stakeholders with sustainability through a knowledge harvesting platform. Computers in Industry 65(3), pp. 449-469. (10.1016/j.compind.2014.01.008)
- Beach, T., Rana, O. F., Rezgui, Y. and Parashar, M. 2013. Cloud Computing for the Architecture, Engineering & Construction Sector: Requirements, Prototype & Experience. Journal of Cloud Computing: Advances, Systems and Applications 2(4), article number: 8. (10.1186/2192-113X-2-8)
- Rezgui, Y., Beach, T. and Rana, O. F. 2013. A governance approach for BIM management across lifecycle and supply chains using mixed-modes of information delivery. Journal of Civil Engineering and Management 19(2), pp. 239-258. (10.3846/13923730.2012.760480)
Book sections
- Petri, I. et al. 2016. Distributed multi-cloud based building data analytics. In: Developing Interoperable and Federated Cloud Architecture. , pp. 143-170., (10.4018/978-1-5225-0153-4.ch006)
- Beach, T., Grimstead, I. J., Walker, D. W. and Avis, N. J. 2010. Abstraction of programming models across multi-core and GPGPU architectures. In: Chapman, B. et al. eds. Parallel Computing: From Multicores and GPU's to Petascale. Advances in Parallel Computing Vol. 19. Amsterdam: IOS Press, pp. 554-561., (10.3233/978-1-60750-530-3-554)
Conferences
- Fnais, A., Ghoroghi, A., Rezgui, Y., Beach, T. and Petri, I. 2023. SemanticLCA: A new generation of life cycle assessment methods applied to buildings. Presented at: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference, Nancy, France, 19-23 June 20222022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference. IEEE, (10.1109/ICE/ITMC-IAMOT55089.2022.10033206)
- Brown, J. K., Yeung, J., Rezgui, Y. and Beach, T. 2021. Using mixed methods around a digital twin to study the prevalence of Sick Building Syndrome symptoms among University students. Presented at: 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, Wales, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE pp. 1-15., (10.1109/ICE/ITMC52061.2021.9570228)
- Alshammari, K., Beach, T. and Rezgui, Y. 2021. Industry engagement for identification of cybersecurity needs practices for digital twins. Presented at: 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, Wales, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE pp. 1-7., (10.1109/ICE/ITMC52061.2021.9570208)
- Terlet, J., Beach, T., Rezgui, Y. and Bulteau, G. 2017. Comparing diurnal patterns of domestic water consumption: an international study. Presented at: 11th European Conference on Product and Process Modelling, ECPPM 2016, Limassol; Cyprus, 7 - 9 September 2016 Presented at Christodoulou, S. E. and Scherer, R. eds.eWork and eBusiness in Architecture, Engineering and Construction: ECPPM 2016: Proceedings of the 11th European Conference on Product and Process Modelling (ECPPM 2016), Limassol, Cyprus, 7-9 September 2016. Leiden: CRC Press pp. 605-611., (10.1201/9781315386904)
- Mohsin, M. M., Beach, T. and Kwan, A. 2017. Public perceptions of urban sustainable challenges in developing countries. Presented at: Sustainable Development and Planning 2018, Siena, Italy, 4-6 September 2018 Presented at Brebbia, C. A. et al. eds.Sustainable Development and Planning IX, Vol. 226. WIT Transactions on Ecology and the Environment Southampton: WIT Press pp. 131-140., (10.2495/SDP170121)
- Petri, I., Rana, O. F., Beach, T., Rezgui, Y. and Sutton, A. 2015. Clouds4Coordination: managing project collaboration in federated clouds. Presented at: IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC), Limassol, Cyprus, 7 - 10 December 2015UCC 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing. Conference Publishing Services pp. 494-499., (10.1109/UCC.2015.88)
- Petri, I., Beach, T., Zou, M., Montes, J. D., Rana, O. F. and Parashar, M. 2014. Exploring models and mechanisms for exchanging resources in a federated cloud. Presented at: IEEE International Conference on Cloud Engineering (IC2E), Boston, MA, USA, 11-14 March 2014Cloud Engineering (IC2E), 2014 IEEE International Conference on. IEEE pp. 215-224., (10.1109/IC2E.2014.9)
- Petri, I. et al. 2014. Cloud supported building data analytics. Presented at: 2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Chicago, IL, USA, 26-29 May 2014Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on. IEEE pp. 641-650.
- Beach, T., Rana, O. F. and Avis, N. J. 2013. Integrating acceleration devices using CometCloud. Presented at: 1st ACM workshop on Optimization techniques for resources management in clouds, New York, NY, USA, 17-21 June 2013 Presented at Baraglia, R., Coppola, M. and Dazzi, P. eds.ORMaCloud '13: Proceedings of the first ACM workshop on Optimization techniques for resources management in clouds. New York, NY: ACM pp. 17-24., (10.1145/2465823.2465824)
- Beach, T. H., Kasim, T., Li, H., Nisbet, N. and Rezgui, Y. 2013. Towards automated compliance checking in the construction industry. Presented at: DEXA 2013: International Conference on Database and Expert Systems Applications, Prague, Czech Republic, 26-29 August 2013 Presented at Decker, H. et al. eds.Database and Expert Systems Applications: 24th International Conference, DEXA 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings, Part I, Vol. 8055. Springer pp. 366-380., (10.1007/978-3-642-40285-2_32)
- Beach, T. H. and Avis, N. J. 2009. An intelligent semi-automatic application porting system for application accelerators. Presented at: ACM International Conference on Computing Frontiers, Ischia, Italy, 14-16 May 2013UCHPC-MAW '09 Proceedings of the combined workshops on UnConventional high performance computing workshop plus memory access workshop. New York, NY: ACM pp. 7-10., (10.1145/1531666.1531669)
Thesis
- Beach, T. H. O. 2010. Application acceleration : an investigation of automatic porting methods for application accelerators. PhD Thesis, Cardiff University.
Research
Contracts
Title | People | Sponsor | Value | Duration |
---|---|---|---|---|
Discipline Hoppping for Freshwater Solutions | Durance, I, Beach T etc al | NERC | £65k | 1/1/2022->30/4/2022 |
Utilising Innovative Methods of Data Capture for Regulatory Compliance Checking | Beach T | RIF | £25k | 1/1/2022->1/8/2022 |
Digitising Construction Regulations | Beach T, Rezgui Y | Construction Innovation Hub | £480k | 1/7/20->31/6/2022 |
Attenuating the Environmental Impact of our Buildings through Semantic-based Dynamic Life cycle Assessment (SemanticLCA) | Rezgui Y, Beach T, Petri I | EPSRC | £640k | 1/6/20->30/5/2022 |
Evidence-based market and policy instruments implementation across the EU to increase the demand for energy skills across construction sector value chain | Rezgui Y, Beach T, Petri I | European commission - H2020 | £105k | 01/06/20 ->30/05/22 |
Utilising Innovative Methods of Data Capture for Regulatory Compliance Checking | Beach T, Rezgui Y | ESRC(via UCL) | £90k | 1/2/20->31/7/20 |
Towards a European Digital Platform for Construction | Rezgui Y, Beach T, Petri I | European commission - H2020 | £15k | 01/09/19 -> 28/02/21 |
Digitisation of Requirements, Regulations and Compliance Checking Processes in the Built Environment | Beach T, Rezgui Y | Centre for Digital Built Britian | £55k | 01/7/18 -> 22/12/18 |
WISDOM Water analytics and intelligent sensing for demand optimised management | Rezgui Y, Kwan A, Li H, Mourshed M, Beach T | European Commission (FP7) | £352,687 | 01/02/2014 - 31/01/2017 |
BRE Studentship | Rezgui Y, Li H, Beach T | BRE Trust | £19,846 | 01/04/2012 - 31/03/2015 |
Clouds4Coordination: Cloud Based project co-ordination in the AEC Sector | Prof O Rana (COMSC), Prof Y Rezgui, Beach T | TSB via BRE | £76,609 | 07/01/2013 - 31/12/2016 |
Supervised Students
Title | Student | Status | Degree |
---|---|---|---|
EVALUATING FOR ENERGY EFFICIENCY OF EXISTING BUILDINGS ENVELOPE USING REMOTE SENSING | Amin Amin | Current | PhD |
Generative Design Driven by Construction Regulations | Jonathan Yeung | Current | PhD |
Smart Readiness Indicators | Majid Yahya Al Mughairi | Current | PhD |
Spatially Disaggregated Building Stock Model of The UK Residential Sector | Adnan Hossain | Current | PhD |
MULTI-SOURCE FUSION OF BIG DATA FOR REAL-TIME SUSTAINABILITY | Salem Khodair Algarni | Current | PhD |
Managing BIM based Sustainable Construction Adoption in Saudi Araabia | Mushref Saad A Alghamdi | Current | PhD |
Cyber Security in Digital Twins and Cyber Physical Systems | Kaznah Alshammari | Current | PhD |
MODELLING EMBODIED ENERGY OF HOUSING STOCK. | ELALWANI Eman Mohamed Ali | Graduated | MPhil |
Water Behaviour Modelling For Efficient ICT-Based Water Management In Urban Environments | TERLET Julia Jeanne Louise | Graduated | PhD |
BIM BASED COST OPTIMISATION OF GREEN BUILDINGS. | MOHSIN Marwah | Submitted | PhD |
BIM-Based Smart Compliance Checking to Enhance Environmental Sustainability | KASIM Tala | Graduated | PhD |
Teaching
I am currently Civil Engineering MSc Tutor, looking after the day to day running of all civil engineering MSc Courses.
I also teach the following undergraduate courses:
- Civil Engineering Computing I - Basic Programming and Applications of Computing in the Built Environment
- Computing II - Advanced Programming and Introduction to BIM technologies in the built environment
- Engineering Analysis - Numerical Methods and their implementation in computer programming.
Biography
I achieved my PhD degree in Computer Science in 2011. Between 2011 and 2014 I worked on a variety of projects related to BIM as a post doctoral research fellow. I have worked as a academic at Cardiff University since 2014.
Professional memberships
Member of the British Computer Society
Fellow of the Higher Education Society
Academic positions
My career as an academic includes:
2014->2018 - Lecturer - Cardiff University
2018->2020 - Senior Lecturer - Cardiff University
2020->Present - Reader - Cardiff University
Committees and reviewing
I was the chair of the organizing committee for European wide PRO-VE 2018 conference. The conference attracted, 80+ internationally reputable academics and proceedings of the conference were published as a book by Springer. My role was to coordinate all local arrangements for the conference as well as assisting the program chairs in formulating the scientific program and chairing a special track session within the conference.
I am also conference co-chair for the IEEE ICE 2020/2021 conference that was hosted virutally in 2020 and will be hosted physically in Cardiff in 2021. As part of this event, in addition to managing local arrangements, I am be responsible for allocating peer review, and making decisions on the formulation of the scientific programme. The ICE conference regularly attracts 120+ academics and industrialists from across Europe and the world.
I am also a reviewer for the following international journals:
- Journal of Expert Systems with Applications
- Journal of Civil Engineering and Management
- Journal of Computing in Civil Engineering
- Journal of Hydrology
- Journal of Future Generations of Computer Systems
- Automation in Construction
- IEEE Transactions on Parallel and Distributed Systems
- Energies
- Journal of Cloud Computing
- Semantic Web Journal
- Advanced Engineering Informatics
- Water
I am a member of the EPSRC peer review colleage and I am on the Program Committee for the International IEEE/ACM International Conference on Big Data Computing, Applications and Technologies
Supervisions
I am interesting in supervising PhDs involving the following areas:
- Application of optimisation, machine learning, and AI in the built environment.
- Use cases for structured asset data (BIM)
- Automation of regulatory/sustainability assessments in the built environment
- Application of distributed leger (blockchain) for contracting/integrity applications in the built environment
- Semantics in the Built Environment
- Application of BIM technologies and tools within the BIM environment.
Even if your idea is not precidely aligned to these areas - please get in touch - it may still be something I can supervise (or co-supervise with a colleague).
Contact Details
+44 29208 75796
Queen's Buildings - South Building, Room S0.12, 5 The Parade, Newport Road, Cardiff, CF24 3AA