A Model-Free Approach to Wind Farm Control Using Game Theoretic Methods

被引：236

作者：

Marden, Jason R. ^{[1
]}

Ruben, Shalom D. ^{[2
]}

Pao, Lucy Y. ^{[1
]}

机构：

[1] Univ Colorado, Dept Elect Comp & Energy Engn, Boulder, CO 80309 USA

[2] Univ Colorado, Dept Mech Engn, Boulder, CO 80309 USA

来源：

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY | 2013年 / 21卷 / 04期

关键词：

Cooperative systems; networked control systems; wind farms; TURBINE; POWER; LOAD;

D O I：

10.1109/TCST.2013.2257780

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 brief explores the applicability of recent results in game theory and cooperative control to the problem of optimizing energy production in wind farms. One such result is a model-free control strategy that is completely decentralized and leads to efficient system behavior in virtually any distributed system. We demonstrate that this learning rule can provably maximize energy production in wind farms without explicitly modeling the aerodynamic interaction amongst the turbines.

引用

页码：1207 / 1214

页数：8

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