88 citations · 345 across the 14 of their papers we have counts for
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math.OC2017★ 78 cited
Combined Stochastic Optimization of Frequency Control and Self-Consumption with a Battery
Jonas Engels, Bert Claessens, Geert Deconinck
Optimally combining frequency control with self-consumption can increase revenues from battery storage systems installed behind-the-meter. This work presents an optimized control s…
cs.LG2017★ 8 cited
Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning
Frederik Ruelens, Bert J. Claessens, Peter Vrancx +2
This paper considers a demand response agent that must find a near-optimal sequence of decisions based on sparse observations of its environment. Extracting a relevant set of featu…