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Muhammad Waseem Ahmad
Muhammad Waseem Ahmad
Bestätigte E-Mail-Adresse bei ljmu.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
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
8662017
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
3842018
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
3832016
Computational intelligence techniques for HVAC systems: A review
MW Ahmad, M Mourshed, B Yuce, Y Rezgui
Building Simulation 9, 359-398, 2016
2372016
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
2162018
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
1352019
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
492018
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
412021
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
322017
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
302018
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
302013
Optimising the scheduled operation of window blinds to enhance occupant comfort
M Ahmad, M Mourshed, JL Hippolyte, Y Rezgui, HJ Li
142015
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
102015
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
92022
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
Public perception of vernacular architecture in the Arabian Peninsula: The case of Rawshan
R Alelwani, MW Ahmad, Y Rezgui
Buildings 10 (9), 151, 2020
82020
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
62019
D1. 2 methodologies for the assessment of intrinsic energy performance of buildings envelope
R Bouchie, F Alzetto, A Brun, C Weeks, M Preece, A Muhammad, ...
Final Report of the PERFORMER Project, FP7-2013-NMP-ENV-EeB 609154, 2015, 2015
62015
Optimal scheduling strategy for enhancing IAQ, visual and thermal comfort using a genetic algorithm
M Ahmad, JL Hippolyte, J Reynolds, M Mourshed, Y Rezgui
52016
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