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Waqas Khan
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Improved solar photovoltaic energy generation forecast using deep learning-based ensemble stacking approach
W Khan, S Walker, W Zeiler
Energy 240, 122812, 2022
1692022
Accuracy of different machine learning algorithms and added-value of predicting aggregated-level energy performance of commercial buildings
S Walker, W Khan, K Katic, W Maassen, W Zeiler
Energy and Buildings 209, 109705, 2020
1562020
Impact assessment of varied data granularities from commercial buildings on exploration and learning mechanism
W Khan, JY Liao, S Walker, W Zeiler
Applied Energy 319, 119281, 2022
122022
A bottom-up framework for analysing city-scale energy data using high dimension reduction techniques
W Khan, S Walker, W Zeiler
Sustainable Cities and Society 89, 104323, 2023
52023
Individual EV load profiling and smart charging to flatten total electrical demand
W Somers, W Khan, K de Bont, W Zeiler
CLIMA 2022 conference, 2022
42022
A novel framework for autoregressive features selection and stacked ensemble learning for aggregated electricity demand prediction of neighborhoods
W Khan, S Walker, K Katic, W Zeiler
2020 International Conference on Smart Energy Systems and Technologies (SEST …, 2020
42020
Structural hierarchical learning for energy networks
J Leprince, W Khan, H Madsen, JK Møller, W Zeiler
arXiv preprint arXiv:2302.03978, 2023
2023
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