Muhammad Waseem Ahmad
Muhammad Waseem Ahmad
Verified email at ljmu.ac.uk
TitleCited byYear
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
1632016
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
1462017
Computational intelligence techniques for HVAC systems: A review
MW Ahmad, M Mourshed, B Yuce, Y Rezgui
Building Simulation 9 (4), 359-398, 2016
822016
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
212013
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
192019
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
182018
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
172018
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
172018
Optimising the scheduled operation of window blinds to enhance occupant comfort
M Ahmad, M Mourshed, JL Hippolyte, Y Rezgui, HJ Li
82015
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
62017
Optimal scheduling strategy for enhancing IAQ, thermal comfort and visual using a genetic algorithm
MW Ahmad, J Hippolyte, J Reynolds, M Mourshed, Y Rezgui
Iaq 2016 De, 2016
62016
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
52015
D1. 2 methodologies for the assessment of intrinsic energy performance of buildings envelope
R Bouchie, F Alzetto, A Brun, C Weeks, M Preece, M Ahmad, M Sisinni
Tech rep. PERFORMER EU Project, 2014
52014
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
42018
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
42014
Optimal scheduling strategy for enhancing IAQ, visual and thermal comfort using a genetic algorithm
M Ahmad, JL Hippolyte, J Reynolds, M Mourshed, Y Rezgui
22016
District Heating Energy Generation Optimisation Considering Thermal Storage
J Reynolds, MW Ahmad, Y Rezgui
2018 IEEE International Conference on Smart Energy Grid Engineering (SEGE …, 2018
12018
Advanced control strategies for optimal operation of a combined solar and heat pump system
MW Ahmad
Loughborough University, 2013
12013
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
2019
A Real-Time Energy Management Platform for Multi-vector District Energy Systems
MW Ahmad, J Reynolds, JL Hippolyte, Y Rezgui, MN Descamps, ...
Working Conference on Virtual Enterprises, 560-568, 2018
2018
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