Accurate Current Sharing and Voltage Regulation in Hybrid Wind/Solar Systems: An Adaptive Dynamic Programming Approach

可再生能源 动态规划 计算机科学 光伏系统 电压 风力发电 太阳能 数学优化 控制理论(社会学) 电子工程 电气工程 工程类 控制(管理) 算法 数学 人工智能
作者
Rui Wang,Dazhong Ma,Ming-Jia Li,Qiuye Sun,Huaguang Zhang,Peng Wang
出处
期刊:IEEE Transactions on Consumer Electronics [Institute of Electrical and Electronics Engineers]
卷期号:68 (3): 261-272 被引量:63
标识
DOI:10.1109/tce.2022.3181105
摘要

Renewable energy is an advisable choice to reduce fuel consumption and $\rm CO_{2}$ emission. Therein, wind energy and solar energy are the most promising contributors to reach this goal. Although the hybrid wind/solar system has been widely studied, the real-time current sharing based on their maximum capacities is rarely achieved in terms of seconds. Based on this, this paper proposes an accurate current sharing and voltage regulation approach in hybrid wind/solar systems, which is based on distributed adaptive dynamic programming approach. Firstly, the equivalent wind/solar model is built, which is an indispensable preprocessing to achieve the complementary between wind energy and solar energy. Therein, the wind energy and solar energy can output relative current according to their respective capacity ratio, which ensure the maximum utilization ratio of renewable energy source. Furthermore, current sharing and voltage regulation problem is switched into optimal control problem. Under this effect, each source agent aims to obtain the optimal control variable and achieve accurate current sharing/voltage regulation. Moreover, an adaptive dynamic programming approach based on Bellman principle is proposed. It can achieve accurate current sharing and voltage regulation. Finally, the simulation results are provided to illustrate the performance of the proposed adaptive dynamic programming approach.
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