A Fully Distributed Approach to Optimal Energy Scheduling of Users and Generators Considering a Novel Combined Neurodynamic Algorithm in Smart Grid
文献类型：期刊论文
| 作者 | Chentao Xu; Xing He
|
| 刊名 | IEEE/CAA Journal of Automatica Sinica
 |
| 出版日期 | 2021 |
| 卷号 | 8期号:7页码:1325-1335 |
| 关键词 | Differential evolution algorithm distributed algorithm electric vehicle neural network zero-one variable |
| ISSN号 | 2329-9266 |
| DOI | 10.1109/JAS.2021.1004048 |
| 英文摘要 | A fully distributed microgrid system model is presented in this paper. In the user side, two types of load and plug-in electric vehicles are considered to schedule energy for more benefits. The charging and discharging states of the electric vehicles are represented by the zero-one variables with more flexibility. To solve the nonconvex optimization problem of the users, a novel neurodynamic algorithm which combines the neural network algorithm with the differential evolution algorithm is designed and its convergence speed is faster. A distributed algorithm with a new approach to deal with the inequality constraints is used to solve the convex optimization problem of the generators which can protect their privacy. Simulation results and comparative experiments show that the model and algorithms are effective. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/44585]  |
| 专题 | 自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica |
| 推荐引用方式 GB/T 7714 | Chentao Xu,Xing He. A Fully Distributed Approach to Optimal Energy Scheduling of Users and Generators Considering a Novel Combined Neurodynamic Algorithm in Smart Grid[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(7):1325-1335. |
| APA | Chentao Xu,&Xing He.(2021).A Fully Distributed Approach to Optimal Energy Scheduling of Users and Generators Considering a Novel Combined Neurodynamic Algorithm in Smart Grid.IEEE/CAA Journal of Automatica Sinica,8(7),1325-1335. |
| MLA | Chentao Xu,et al."A Fully Distributed Approach to Optimal Energy Scheduling of Users and Generators Considering a Novel Combined Neurodynamic Algorithm in Smart Grid".IEEE/CAA Journal of Automatica Sinica 8.7(2021):1325-1335. |
入库方式： OAI收割
来源：自动化研究所
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