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A Multi-Perspective Model for Evaluation of Residential Thermal Demand Response.
- Source :
- IEEE Transactions on Smart Grid; Nov2019, Vol. 10 Issue 6, p6214-6227, 14p
- Publication Year :
- 2019
-
Abstract
- Demand response (DR) is envisaged to be of significance for enhancing the flexibility of power systems. The distributed nature of residential demand-side resources necessitates the introduction of an aggregator/retailer to represent the flexible demand in the electricity market. However, the objectives of the residential consumers, the retailer, and the system operator might not be aligned. This paper presents a multi-perspective model which integrates the optimization problems of these strategic decision makers within a single framework for evaluation of residential thermal DR. The multi-perspective model is formulated as a bilevel optimization problem and incorporates detailed building state-space models of residential thermal demand. Comparison of the multi-perspective model with existing market-based models shows that it is able to provide a holistic view of residential DR by capturing the interactions in both the retail and wholesale markets. The results also show that centralized optimization models would over-estimate the system value of DR in the presence of strategic market participants. Detailed sensitivity analyses using the multi-perspective model reveal interesting insights on the welfare distribution aspects of DR. The results show that in addition to consumers’ flexibility, retail contract design will also play a major role in determining the welfare distribution among the involved entities. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 19493053
- Volume :
- 10
- Issue :
- 6
- Database :
- Complementary Index
- Journal :
- IEEE Transactions on Smart Grid
- Publication Type :
- Academic Journal
- Accession number :
- 139228591
- Full Text :
- https://doi.org/10.1109/TSG.2019.2899780