TY - JOUR
T1 - Operational Characteristics Assessment of a Wind–Solar–Hydro Hybrid Power System with Regulating Hydropower
AU - Li, Yulong
AU - Tong, Zhoubo
AU - Zhang, Jingjing
AU - Liu, Dong
AU - Yue, Xuhui
AU - Mahmud, Md Apel
N1 - Funding: This work was supported by the National Natural Science Foundation of China (No. 52309111), the Science & Technology Project of Enterprise (No. ZKY2023-HCDK-02-01), the China Postdoctoral Science Foundation (No. 2020M682416), the North China University of Water Resources and Electric Power Doctoral Research Launch Project (No. 40972), and the North China University of Water Resources and Electric Power Doctoral Research Launch Project (No. 41030).
PY - 2023/11/23
Y1 - 2023/11/23
N2 - Renewable energy generation technology, as an alternative to traditional coal-fired power generation, is receiving increasing attention. However, the intermittent characteristics of wind and solar energy pose certain challenges to the stable operation of power grids. This requires a better understanding of the operational characteristics of renewable energy to improve the comprehensive efficiency. To achieve this, firstly, four indicators (i.e., average fluctuation magnitude, Richards–Baker flashiness, average climbing rate, and change in the time-averaged value) within a single-evaluation-indicator framework are proposed to quantitatively evaluate the fluctuation characteristics of wind, solar, and hydropower and a wind–solar–hydro hybrid power system. Secondly, a comprehensive evaluation indicator is developed by scientifically assigning and recombining the four indicators using entropy weight theory. Furthermore, the comprehensive evaluation index is applied to the wind–solar–hydro hybrid power system to determine the operational characteristics of subsystems and a complementary system at different time scales. Finally, the load tracking coefficient and coupling degree are used to quantify the complementarity degree of the hybrid power system. It is found that the fluctuation degree of the hybrid power system is smaller than that of the individual power system. Meanwhile, both fluctuation and complementary characteristics are strengthened with the increase in time scale. The proposed methods and results shift the volatility from an abstract concept to concrete representation, providing a new perspective and reference for evaluating the operational characteristics of the hybrid power system to achieve power system planning and scheduling.
AB - Renewable energy generation technology, as an alternative to traditional coal-fired power generation, is receiving increasing attention. However, the intermittent characteristics of wind and solar energy pose certain challenges to the stable operation of power grids. This requires a better understanding of the operational characteristics of renewable energy to improve the comprehensive efficiency. To achieve this, firstly, four indicators (i.e., average fluctuation magnitude, Richards–Baker flashiness, average climbing rate, and change in the time-averaged value) within a single-evaluation-indicator framework are proposed to quantitatively evaluate the fluctuation characteristics of wind, solar, and hydropower and a wind–solar–hydro hybrid power system. Secondly, a comprehensive evaluation indicator is developed by scientifically assigning and recombining the four indicators using entropy weight theory. Furthermore, the comprehensive evaluation index is applied to the wind–solar–hydro hybrid power system to determine the operational characteristics of subsystems and a complementary system at different time scales. Finally, the load tracking coefficient and coupling degree are used to quantify the complementarity degree of the hybrid power system. It is found that the fluctuation degree of the hybrid power system is smaller than that of the individual power system. Meanwhile, both fluctuation and complementary characteristics are strengthened with the increase in time scale. The proposed methods and results shift the volatility from an abstract concept to concrete representation, providing a new perspective and reference for evaluating the operational characteristics of the hybrid power system to achieve power system planning and scheduling.
KW - operational characteristics
KW - fluctuation assessment
KW - entropy weight theory
KW - complementary assessment
KW - wind–solar–hydro hybrid power system
UR - http://www.scopus.com/inward/record.url?scp=85179139140&partnerID=8YFLogxK
U2 - 10.3390/w15234051
DO - 10.3390/w15234051
M3 - Article
SN - 2073-4441
VL - 15
JO - Water
JF - Water
IS - 23
M1 - 4051
ER -