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A Cooperative Demand Response Scheme Using Punishment Mechanism and Application to Industrial Refrigerated Warehouses
- Source :
- IEEE Transactions on Industrial Informatics. 11:1520-1531
- Publication Year :
- 2015
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2015.
-
Abstract
- This paper proposes a cooperative demand response (CDR) scheme for load management in smart grid. The CDR scheme is formulated as a constrained optimization problem that generates a Pareto-optimal response strategy profile for consumers. Comparing with the noncooperative response strategy (i.e., Nash equilibrium) obtained from the one-shot demand management game, the Pareto-optimal response strategy reduces the electricity costs to the consumers. We further develop an incentive-compatible trigger-and-punishment mechanism to avoid the noncooperative behaviors of the selfish consumers. Furthermore, the CDR scheme is applied to achieve load management of industrial refrigerated warehouses. To implement the CDR scheme in large-scale systems, we group the refrigerated warehouses into clusters and utilize the CDR scheme within each cluster. Numerical results demonstrate that the CDR scheme can reduce the electricity costs, drop the electricity prices, and curtail the total energy consumption in comparison with the noncooperative demand response scheme.
- Subjects :
- Scheme (programming language)
Demand management
Mathematical optimization
Computer science
business.industry
Energy consumption
Computer Science Applications
Demand response
symbols.namesake
Load management
Smart grid
Control and Systems Engineering
Nash equilibrium
symbols
Electricity
Electrical and Electronic Engineering
business
computer
Information Systems
computer.programming_language
Subjects
Details
- ISSN :
- 19410050 and 15513203
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Industrial Informatics
- Accession number :
- edsair.doi...........a805539070877193b2e64ba23768874b