no code implementations • 13 May 2024 • Boya Hou, Sina Sanjari, Alec Koppel, Subhonmesh Bose
The conditional mean embedding (CME) encodes Markovian stochastic kernels through their actions on probability distributions embedded within the reproducing kernel Hilbert spaces (RKHS).
no code implementations • 5 Jul 2023 • Cong Chen, Subhonmesh Bose, Timothy D. Mount, Lang Tong
Distributed energy resource aggregators (DERAs) must share the distribution network together with the distribution utility in order to participate in the wholesale electricity markets that are operated by independent system operators (ISOs).
no code implementations • 29 Nov 2022 • Cong Chen, Subhonmesh Bose, Lang Tong
We design a coordination mechanism between a distribution system operator (DSO) and distributed energy resource aggregators (DERAs) participating directly in the wholesale electricity market.
no code implementations • 8 Oct 2022 • Nathan Dahlin, Subhonmesh Bose, Venugopal V. Veeravalli
We consider the control of a Markov decision process (MDP) that undergoes an abrupt change in its transition kernel (mode).
1 code implementation • 19 Apr 2022 • Avinash N. Madavan, Nathan Dahlin, Subhonmesh Bose, Lang Tong
Solar hosting capacity analysis (HCA) assesses the ability of a distribution network to host distributed solar generation without seriously violating distribution network constraints.
no code implementations • 20 Aug 2021 • Boya Hou, Subhonmesh Bose, Lavanya Marla, Kiruba Haran
We then illustrate that smart charging and minor modifications to flight schedules can substantially reduce peak power demands, and in turn the needs for grid infrastructure upgrade.
no code implementations • 23 Oct 2019 • Mariola Ndrio, Anna Winnicki, Subhonmesh Bose
We analyze pricing mechanisms in electricity markets with AC power flow equations that define a nonconvex feasible set for the economic dispatch problem.