57 citations · 192 across the 39 of their papers we have counts for
4 papers · 1 filter
Dynamic Modeling of Price Responsive Demand in Real-time Electricity Market: Empirical Analysis
Jaeyong An, P. R. Kumar, Le Xie
In this paper, we study the price responsiveness of electricity consumption from empirical commercial and industrial load data obtained from Texas. Employing a dynamical system per…
Optimal Power Consumption for Demand Response of Thermostatically Controlled Loads
Abhishek Halder, Xinbo Geng, Fernando A. C. C. Fontes +2
We consider the problem of determining the optimal aggregate power consumption of a population of thermostatically controlled loads. This is motivated by the problem of synthesizin…
Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem
Rahul Singh, P. R. Kumar, Le Xie
A smart grid connects wind or solar or storage farms, fossil fuel plants, industrialor commercial loads, or load serving entities, modeled as stochastic dynamical systems. In each…
Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach
Xinbo Geng, Le Xie
This paper investigates the fundamental coupling between loads and locational marginal prices (LMPs) in security-constrained economic dispatch (SCED). Theoretical analysis based on…