Theo dõi
Muhammad Waseem Ahmad
Muhammad Waseem Ahmad
Senior Lecturer, Liverpool John Moores University
Email được xác minh tại ljmu.ac.uk
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
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
10342017
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
5052018
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
4342016
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
2732016
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
1532019
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
752021
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
432017
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
342018
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
312013
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
242023
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
Optimising the scheduled operation of window blinds to enhance occupant comfort
M Ahmad, M Mourshed, JL Hippolyte, Y Rezgui, HJ Li
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
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
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
92016
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
72019
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