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Muhammad Waseem Ahmad
Muhammad Waseem Ahmad
Senior Lecturer, Liverpool John Moores University
Geverifieerd e-mailadres voor ljmu.ac.uk
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Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption
MW Ahmad, M Mourshed, Y Rezgui
Energy and buildings 147, 77-89, 2017
10262017
Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees
MW Ahmad, J Reynolds, Y Rezgui
Journal of cleaner production 203, 810-821, 2018
5082018
Building energy metering and environmental monitoring–A state-of-the-art review and directions for future research
MW Ahmad, M Mourshed, D Mundow, M Sisinni, Y Rezgui
Energy and Buildings 120, 85-102, 2016
4292016
Tree-based ensemble methods for predicting PV power generation and their comparison with support vector regression
MW Ahmad, M Mourshed, Y Rezgui
Energy 164, 465-474, 2018
2822018
Computational intelligence techniques for HVAC systems: A review
MW Ahmad, M Mourshed, B Yuce, Y Rezgui
Building Simulation 9, 359-398, 2016
2722016
Operational supply and demand optimisation of a multi-vector district energy system using artificial neural networks and a genetic algorithm
J Reynolds, MW Ahmad, Y Rezgui, JL Hippolyte
Applied energy 235, 699-713, 2019
1512019
Heat transition in the European building sector: Overview of the heat decarbonisation practices through heat pump technology
MH Abbasi, B Abdullah, MW Ahmad, A Rostami, J Cullen
Sustainable Energy Technologies and Assessments 48, 101630, 2021
772021
Holistic modelling techniques for the operational optimisation of multi-vector energy systems
J Reynolds, MW Ahmad, Y Rezgui
Energy and Buildings 169, 397-416, 2018
532018
Random Forests and Artificial Neural Network for Predicting Daylight Illuminance and Energy Consumption
MW Ahmad, JL Hippolyte, M Mourshed, Y Rezgui
Building Simulation 2017, 2017
422017
Deep highway networks and tree-based ensemble for predicting short-term building energy consumption
MW Ahmad, A Mouraud, Y Rezgui, M Mourshed
Energies 11 (12), 3408, 2018
362018
Investigating the performance of a combined solar system with heat pump for houses
MW Ahmad, M Eftekhari, T Steffen, AM Danjuma
Energy and Buildings 63, 138-146, 2013
322013
A framework to identify and prioritise the key sustainability indicators: Assessment of heating systems in the built environment
MH Abbasi, B Abdullah, R Castano-Rosa, MW Ahmad, A Rostami
Sustainable cities and society 95, 104629, 2023
262023
Planning energy interventions in buildings and tackling fuel poverty: Can two birds be fed with one scone?
MH Abbasi, B Abdullah, R Castano-Rosa, MW Ahmad, A Rostami, ...
Energy Research & Social Science 93, 102841, 2022
172022
Designing an occupancy flow-based controller for airport terminals
DA Mambo, MM Eftekhari, T Steffen, MW Ahmad
Building Services Engineering Research and Technology 36 (1), 51-66, 2015
152015
Public perception of vernacular architecture in the Arabian Peninsula: The case of Rawshan
R Alelwani, MW Ahmad, Y Rezgui
Buildings 10 (9), 151, 2020
142020
Optimising the scheduled operation of window blinds to enhance occupant comfort
M Ahmad, M Mourshed, JL Hippolyte, Y Rezgui, HJ Li
142015
Optimal scheduling strategy for enhancing IAQ, thermal comfort and visual using a genetic algorithm
MW Ahmad, J Hippolyte, J Reynolds, M Mourshed, Y Rezgui
Proceedings of the ASHRAE IAQ, 12-14, 2016
102016
The effect of model and objective function mismatch in model predictive control (MPC) for a solar heating system with a heat pump
MW Ahmad, M Eftekhari, T Steffen, P Rowley
2014 UKACC International Conference on Control (CONTROL), 685-690, 2014
92014
Autonomous and semantic optimization approach for real-time performance management in a built environment
Y Rezgui, THO Beach, I Petri, J Hippolyte, MW Ahmad, Z Wanqing, ...
US Patent 11,669,059, 2023
82023
Rawshan: Environmental impact of a vernacular shading building element in hot humid climates
R Alelwani, M Ahmad, Y Rezgui, A Kwan
2019 IEEE International Conference on Engineering, Technology and Innovation …, 2019
82019
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Artikelen 1–20