Abstract
With the help of evolutionary game theory, demand-side management (DSM) problem of a new class of networked smart grids is presented and solved in this paper. Some communities selected as controllers are cooperative with grid providers, while others pursue their individual benefits in the considered smart grids. Unconditional Imitation and Blind Imitation rules are introduced as strategy updating rules (SURs) of the uncooperative communities. The electricity price of each grid varies with the number of grid users. Based on semi-tensor product (STP) technique, the problem can be converted into control networked evolutionary game (CNEG). The objective in this paper is to select some communities as controllers and then design appropriate control sequences for them such that the minimal common benefit can be obtained and maintained. A nonlinear binary optimization is formulated to minimize total cost in the transient process of considered game.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 36th Chinese Control Conference, CCC 2017 |
| Editors | Tao Liu, Qianchuan Zhao |
| Publisher | IEEE Computer Society |
| Pages | 10662-10667 |
| Number of pages | 6 |
| ISBN (Electronic) | 9789881563934 |
| DOIs | |
| State | Published - 7 Sep 2017 |
| Event | 36th Chinese Control Conference, CCC 2017 - Dalian, China Duration: 26 Jul 2017 → 28 Jul 2017 |
Publication series
| Name | Chinese Control Conference, CCC |
|---|---|
| ISSN (Print) | 1934-1768 |
| ISSN (Electronic) | 2161-2927 |
Conference
| Conference | 36th Chinese Control Conference, CCC 2017 |
|---|---|
| Country/Territory | China |
| City | Dalian |
| Period | 26/07/17 → 28/07/17 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Control networked evolutionary game
- Demand-side management
- Semi-tensor product
- Smart grid
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