8 citations · 9 across the 2 of their papers we have counts for
3 papers
Computationally efficient joint coordination of multiple electric vehicle charging points using reinforcement learning
Manu Lahariya, Nasrin Sadeghianpourhamami, Chris Develder
A major challenge in todays power grid is to manage the increasing load from electric vehicle (EV) charging. Demand response (DR) solutions aim to exploit flexibility therein, i.e.…
Optimized cost function for demand response coordination of multiple EV charging stations using reinforcement learning
Manu Lahariya, Nasrin Sadeghianpourhamami, Chris Develder
Electric vehicle (EV) charging stations represent a substantial load with significant flexibility. The exploitation of that flexibility in demand response (DR) algorithms becomes i…
Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning
Nasrin Sadeghianpourhamami, Johannes Deleu, Chris Develder
Initial DR studies mainly adopt model predictive control and thus require accurate models of the control problem (e.g., a customer behavior model), which are to a large extent unce…