A segmented optimal PID method to consider both regulation performance and damping characteristic of hydroelectric power system

被引:9
作者
Dong, Wenhui [1 ,2 ]
Cao, Zezhou [1 ,2 ]
Zhao, Pengchong [1 ,2 ]
Yang, Zhenbiao [3 ]
Yuan, Yichen [1 ,2 ]
Zhao, Ziwen [1 ,2 ]
Chen, Diyi [1 ,2 ]
Wu, Yajun [3 ]
Xu, Beibei [1 ,2 ,4 ]
Venkateshkumar, M. [5 ]
机构
[1] Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid & Semiarid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China
[2] Northwest A&F Univ, Inst Water Resources & Hydropower Res, Yangling 712100, Shaanxi, Peoples R China
[3] Hanjiang Weihe River Valley Water Divers Project C, Xian 710065, Peoples R China
[4] Powerchina Northwest Engn Corp Ltd Ltd, Xian 710065, Peoples R China
[5] Amrita Vishwa Vidyapeetham, Amrita Sch Engn, Dept Elect & Elect Engn, Chennai 601103, Tamil Nadu, India
关键词
Hydroelectric power system; Damping quantization; Regulation performance; Deep reinforcement learning; Segmented optimal PID controller; ULTRALOW-FREQUENCY OSCILLATIONS; CONTROLLER;
D O I
10.1016/j.renene.2023.02.091
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Hydropower has become the main force of grid frequency regulation due to its regulation flexibility and rapid response characteristics. However, when the operating conditions are changed, the continued pursuit of a faster response speed deteriorates the damping characteristics of the system with wider water-head, causing low -frequency oscillations, threatening the power station's safety and stability and the power grid. In this study, an improved quantized damping method is applied. The settling time and damping coefficient variation under different PID parameters and operating conditions are recorded, revealing the contradiction between regulation performance and damping characteristics. Then the segmented optimal PID controller is proposed to balance this contradiction. The twin-delayed deep deterministic policy gradient learning algorithm enables the controller to find the optimal policy online. With the settling time-damping threshold control strategy, the controller opti-mizes parameters according to operating conditions, and changes parameters when reaching the threshold. The results show that, compared with using a set of PID parameters, the damping of the hydropower system is increased by 0.35 from negative to positive. In contrast, the settling time increases by 11.63s within limits. The proposed controller ensures the safe and coordinated operation of the power grid and the power station of the hydroelectric power system with a wide water-head.
引用
收藏
页码:1 / 12
页数:12
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