Julien Leprince
Julien Leprince
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Fifty shades of grey: Automated stochastic model identification of building heat dynamics
J Leprince, H Madsen, C Miller, JP Real, R van der Vlist, K Basu, W Zeiler
Energy and Buildings 266, 112095, 2022
Data mining cubes for buildings, a generic framework for multidimensional analytics of building performance data
J Leprince, C Miller, W Zeiler
Energy and Buildings 248, 111195, 2021
Fifty shades of black: Uncovering physical models from symbolic regressions for scalable building heat dynamics identification
J Leprince, C Miller, M Frei, H Madsen, W Zeiler
Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021
A Robust Building Energy Pattern Mining Method and its Application to Demand Forecasting
J Leprince, W Zeiler
2020 International Conference on Smart Energy Systems and Technologies (SEST …, 2020
Grey-brick buildings, an open data set of calibrated RC models of Dutch residential building heat dynamics
J Leprince, C Miller, H Madsen, K Basu, R Van Der Vlist, W Zeiler
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022
Data science for buildings, a multi-scale approach bridging occupants to smart-city energy planning
J Leprince
Can occupant behaviors affect urban energy planning? Distributed stochastic optimization for energy communities
J Leprince, A Schledorn, D Guericke, DF Dominkovic, H Madsen, W Zeiler, 2023
Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads
J Leprince, H Madsen, JK Møller, W Zeiler
Applied Energy 348, 121510, 2023
Structural hierarchical learning for energy networks
J Leprince, W Khan, H Madsen, JK Møller, W Zeiler
arXiv preprint arXiv:2302.03978, 2023
Optimal Control Strategies of Seasonal Storage Devices for District Energy Management
J Leprince
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