3 papers
cs.LG2021
Optimal Cycling of a Heterogenous Battery Bank via Reinforcement Learning
Vivek Deulkar, Jayakrishnan Nair
We consider the problem of optimal charging/discharging of a bank of heterogenous battery units, driven by stochastic electricity generation and demand processes. The batteries in…
eess.SY2020
Pareto-optimal energy sharing between battery-equipped renewable generators
Vivek Deulkar, Jayakrishnan Nair
The inherent intermittency of renewable sources like wind and solar has resulted in a bundling of renewable generators with storage resources (batteries) for increased reliability.…
eess.SY2019
Statistical Economies of Scale in Battery Sharing
Vivek Deulkar, Jayakrishnan Nair, Ankur A. Kulkarni
The goal of this paper is to shed light on the statistical economies of scale achievable from sharing of storage between renewable generators. We conduct an extensive study using r…