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 | 107 | 2020 |
Improved solar photovoltaic energy generation forecast using deep learning-based ensemble stacking approach W Khan, S Walker, W Zeiler Energy 240, 122812, 2022 | 65 | 2022 |
An assessment methodology of sustainable energy transition scenarios for realizing energy neutral neighborhoods S Walker, T Labeodan, G Boxem, W Maassen, W Zeiler Applied Energy 228, 2346-2360, 2018 | 43 | 2018 |
A review study of the current research on energy hub for energy positive neighborhoods S Walker, T Labeodan, W Maassen, W Zeiler Energy Procedia 122, 727-732, 2017 | 42 | 2017 |
Application of distributed model predictive approaches to temperature and CO2 concentration control in buildings SSW Walker, W Lombardi, S Lesecq, S Roshany-Yamchi IFAC-PapersOnLine 50 (1), 2589-2594, 2017 | 29 | 2017 |
Comparative analysis of speed of convergence of MPPT techniques SSW Walker, NK Sooriyaarachchi, NDB Liyanage, P Abeynayake, ... 2011 6th International Conference on Industrial and Information Systems, 522-526, 2011 | 19 | 2011 |
Flattening the electricity demand profile of office buildings for future-proof smart grids R Cox, S Walker, J van der Velden, P Nguyen, W Zeiler Energies 13 (9), 2357, 2020 | 7 | 2020 |
Multi-criteria feasibility assessment of cost-optimized alternatives to comply with heating demand of existing office buildings–A case study S Walker, K Katic, W Maassen, W Zeiler Energy 187, 115968, 2019 | 7 | 2019 |
Improving energy self-sufficiency of a renovated residential neighborhood with heat pumps by analyzing smart meter data S Walker, V Bergkamp, D Yang, TAJ van Goch, K Katic, W Zeiler Energy 229, 120711, 2021 | 6 | 2021 |
A load profile study of different buildings to identify neighborhood energy flexibility with exchange possibilities S Walker, K Corten, T Labeodan, W Maassen, W Zeiler Energy Procedia 122, 553-558, 2017 | 6 | 2017 |
Energy performance optimization of buildings using data mining techniques K Corten, E Willems, S Walker, W Zeiler E3S Web of Conferences 111, 05016, 2019 | 4 | 2019 |
Laboratory evaluation of low-cost air quality monitors and single sensors for monitoring typical indoor emission events in Dutch daycare centers H Zheng, V Krishnan, S Walker, M Loomans, W Zeiler Environment International 166, 107372, 2022 | 3 | 2022 |
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 | 3 | 2022 |
Sustainable energy transition scenario analysis for buildings and neighborhoods: data-driven optimization SSW Walker Technische Universiteit Eindhoven, 2021 | 2 | 2021 |
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 | 2 | 2020 |
Evaluation of the ventilation situation in Dutch schools using the QuickScan method V Krishnan, M Loomans, S Walker, W Zeiler CLIMA 2022 conference, 2022 | 1 | 2022 |
Response of low-cost environmental monitors to typical emission events in daycare centers H Zheng, M Loomans, S Walker, W Zeiler CLIMA 2022 conference, 2022 | 1 | 2022 |
Towards zero energy hospital buildings: a polyclinic building as case study. E Dainese, S Walker, W Maassen, W Zeiler E3S Web of Conferences 111, 04021, 2019 | 1 | 2019 |
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 | | 2023 |
How accurate are current CO2 and PM sensors used in Dutch schools? V Krishan, H Zheng, MGLC Loomans, SSW Walker, W Zeiler REHVA Journal 2022 (6), 56-61, 2022 | | 2022 |