Tracking Equilibrium Point under Real-Time Price-Based Residential Demand Response
This letter proposes a model for tracking the equilibrium point of the real-time locational marginal price (LMP) based residential demand response program, where elastic demand is modeled as a monotonously decreasing linear function of the LMP. The resulting bi-level model contains both primary and dual variables, making it difficult to solve. Using duality, the dual model is formulated as a convex quadratic problem which is tractable to solve and find the global optimum. Furthermore, the condition for the existence of the equilibrium point is given. Numerical results on the IEEE 30-bus system verifies the effectiveness of the demand response model.
T. Ding et al., "Tracking Equilibrium Point under Real-Time Price-Based Residential Demand Response," IEEE Transactions on Smart Grid, vol. 12, no. 3, pp. 2736 - 2740, Institute of Electrical and Electronics Engineers (IEEE), Nov 2020.
The definitive version is available at https://doi.org/10.1109/TSG.2020.3040084
Electrical and Computer Engineering
Intelligent Systems Center
Keywords and Phrases
Bi-Level Optimization.; Demand Response; Electrical Engineering; Electricity Supply Industry; Equilibrium Point; Generators; Load Management; Load Modeling; Locational Marginal Price (LMP); Mathematical Model; Real-Time Systems; Security Constrained Economic Dispatch (SCED)
International Standard Serial Number (ISSN)
Article - Journal
© 2020 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
24 Nov 2020