A distributed algorithm with less communication for resource allocation problem

被引:0
|
作者
Shi, Xiasheng [1 ]
Zheng, Ronghao [1 ]
Lin, Zhiyun [2 ]
Yan, Gangfeng [3 ]
Sun, Yu [3 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
[2] Hangzhou Dianzi Univ, Sch Automat, Hangzhou, Peoples R China
[3] Zhejiang Univ, Hunan Ind Technol Res Inst, Guangzhou, Peoples R China
基金
国家重点研发计划;
关键词
constant step-size; dynamic event-triggered scheme; initialization free; second-order; ECONOMIC-DISPATCH; CONVEX-OPTIMIZATION; COORDINATION;
D O I
10.1109/cac48633.2019.8996693
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study researches the conventional constrained distributed static convex optimization problem in the Energy internet, where the sum of cost functions are time invariant. To reduce its communication burden over the Energy internet, an innovative decentralized control protocol for both first- and second-order systems companied by event-based broadcast mechanism is designed. Furthermore, the local constraints are known only by each generator itself. Moreover, the proposed decentralized control methods are initialization free. For overcoming the inequality generating capacity constraints by designing a projected relationship. Furthermore, the proposed dynamic state-dependent event-based scheme is unaffected by Zeno behaviour. Finally, several cases are shown for revealing the reasonableness of the designed control protocol.
引用
收藏
页码:1227 / 1232
页数:6
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