Alelwani, Raed, Ahmad, Muhammad, Rezgui, Yacine and Kwan, Alan 2019. Rawshan: environmental impact of a vernacular shading building element in hot humid climates. Presented at: 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Valbonne Sophia-Antipolis, France, 17-19 June 2019. 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). pp. 1-6. 10.1109/ICE.2019.8792589 |
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Alelwani, Raed, Ahmad, Muhammad, Rezgui, Yacine and Kwan, Alan 2019. Rawshan: Environmental impact of a vernacular shading building element in hot humid climates. Presented at: 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Valbonne Sophia-Antipolis, France, 17-19 June 2019. 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). |
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Reynolds, Jonathan, Ahmad, Muhammad, Rezgui, Yacine and Hippolyte, Jean-Laurent 2019. Operational supply and demand optimisation of a multi-vector district energy system using artificial neural networks and a genetic algorithm. Applied Energy 235 , pp. 699-713. 10.1016/j.apenergy.2018.11.001 |
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Ahmad, Muhammad, Mouraud, Anthony, Rezgui, Yacine and Mourshed, Monjur
2018.
Deep highway networks and tree-based ensemble for predicting short-term building energy consumption.
Energies
11
(12)
, 3408.
10.3390/en11123408
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Ahmad, Muhammad, Reynolds, Jonathan and Rezgui, Yacine 2018. Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees. Journal of Cleaner Production 203 , pp. 810-821. 10.1016/j.jclepro.2018.08.207 |
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Ahmad, Muhammad, Mourshed, Monjur and Rezgui, Yacine 2018. Tree-based ensemble methods for predicting PV power generation and their comparison with support vector regression. Energy 164 , pp. 465-474. 10.1016/j.energy.2018.08.207 |
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Reynolds, Jonathan, Ahmad, Muhammad Waseem and Rezgui, Yacine 2018. District heating energy generation optimisation considering thermal storage. Presented at: International Conference on Smart Energy Grid Engineering (IEEE SEGE 2018), Oshawa, ON, Canada, 12-15 August 2018. 2018 IEEE International Conference on Smart Energy Grid Engineering (SEGE). IEEE, pp. 330-335. 10.1109/SEGE.2018.8499509 |
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Ahmad, Muhammad Waseem, Reynolds, Jonathan, Hippolyte, Jean-Laurent, Rezgui, Yacine, Descamps, Michael Nikhil, Merckx, Christian, van Dessel, Jasper and Lessinnes, Mathieu 2018. A real-time energy management platform for multi-vector district energy systems. Presented at: 19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018, Cardiff, UK, 17-19 September 2018. Published in: Camarinha-Matos, Luis M., Afsarmanesh, Hamideh and Rezgui, Yacine eds. Collaborative Networks of Cognitive Systems: 19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018, Cardiff, UK, September 17-19, 2018, Proceedings Editors (view affiliations). IFIP Advances in Information and Communication Technology Cham: Springer Verlag (Germany), pp. 560-568. 10.1007/978-3-319-99127-6_48 |
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Reynolds, Jonathan, Ahmad, Muhammad and Rezgui, Yacine
2018.
Holistic modelling techniques for the operational optimisation of multi-vector energy systems.
Energy and Buildings
169
, pp. 397-416.
10.1016/j.enbuild.2018.03.065
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Ahmad, Muhammad, Mourshed, Monjur and Rezgui, Yacine 2017. Trees vs neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption. Energy and Buildings 147 , pp. 77-89. 10.1016/j.enbuild.2017.04.038 |
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Ahmad, Muhammad, Hippolyte, Jean-Laurent, Mourshed, Monjur and Rezgui, Yacine
2017.
Random forests and artificial neural network for predicting daylight illuminance and energy consumption.
Presented at: Building Simulation 2017: 15th Conference of International Building Performance Simulation Association,
San Francisco, CA, USA,
7-9 August 2017.
Published in: Barnaby, Charles S. and Wetter, Michael eds.
Building Simulation 2017.
Proceedings of the International Building Performance Simulation Association
IBPSA,
pp. 1949-1955.
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Ahmad, Muhammad, Mourshed, Monjur, Yuce, Baris and Rezgui, Yacine 2016. Computational intelligence techniques for HVAC systems: a review. Building Simulation 9 (4) , pp. 359-398. 10.1007/s12273-016-0285-4 |
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Ahmad, Muhammad Waseem, Mourshed, Monjur, Mundow, David, Sisinni, Mario and Rezgui, Yacine 2016. Building energy metering and environmental monitoring - A state-of-the-art review and directions for future research. Energy and Buildings 120 , pp. 85-102. 10.1016/j.enbuild.2016.03.059 |
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Ahmad, Muhammad, Hippolyte, Jean-Laurent, Reynolds, Jonathan, Mourshed, Monjur and Rezgui, Yacine 2016. Optimal scheduling strategy for enhancing IAQ, visual and thermal comfort using a genetic algorithm. Presented at: ASHRAE IAQ 2016 Defining Indoor Air Quality: Policy, Standards and Best Practices, Alexandria, VA, USA, 12-14 September 2016. |
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Mambo, D. A., Eftekhari, M. M., Steffen, T. and Ahmad, Muhammad 2015. Designing an occupancy flow-based controller for airport terminals. Building Services Engineering Research and Technology 36 (1) , pp. 51-66. 10.1177/0143624414540292 |
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Ahmad, Muhammad, Mourshed, Monjur, Hippolyte, Jean-Laurent, Rezgui, Yacine and Li, Haijiang 2015. Optimising the scheduled operation of window blinds to enhance occupant comfort. Presented at: 14th Conference of International Building Performance Simulation Association, Hyderabad, India, 7-9 December 2015. Proceedings of BS2015: 14th Conference of International Building Performance Simulation Association, Hyderabad, India, Dec. 7-9, 2015. pp. 2393-2400. |
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