Search Results - "Vandael, S."

A Scalable Three-Step Approach for Demand Side Management of Plug-in Hybrid Vehicles by Vandael, S., Claessens, B., Hommelberg, M., Holvoet, T., Deconinck, G.

“…In this paper, we present a scalable approach for DSM (demand side management) of PHEVs (plug-in hybrid electric vehicles). Essentially, our approach consists…”
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Self-learning demand side management for a heterogeneous cluster of devices with binary control actions by Claessens, B. J., Vandael, S., Ruelens, F., Hommelberg, M.

“…Finding an optimal planning for a large cluster of devices with binary control actions is a challenging task for both centralized and distributed approaches…”
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Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning by Claessens, B. J., Vandael, S., Ruelens, F., De Craemer, K., Beusen, B.

“…Demand response is often defined as an optimal control problem. However, the practical application is challenged by computational complexity and lack of…”
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Demand side management of electric vehicles with uncertainty on arrival and departure times by Ruelens, F., Vandael, S., Leterme, W., Claessens, B. J., Hommelberg, M., Holvoet, T., Belmans, R.

“…Uncertainty on arrival and departure times makes the scheduling of plug-in hybrid electric vehicles an intrinsically stochastic optimization problem. To take…”
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