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ORIGINAL RESEARCH article
Front. Energy Res.
Sec. Smart Grids
Volume 12 - 2024 |
doi: 10.3389/fenrg.2024.1497430
This article is part of the Research Topic Advancing Demand Response in Renewable Smart Grid for a Sustainable Future View all 7 articles
Coordinated frequency modulation strategy considering source-load uncertainty
Provisionally accepted- 1 Hebei University of Technology, Beichen District, China
- 2 State Grid Tianjin Electric Power Research Institute, Tianjin, Hebei Province, China
- 3 Tianjin University, Tianjin, Tianjin, China
Wind turbine generators (WTGs) and electric vehicles (EVs) are used as source-side and load-side resources, respectively. And the uncertainties of WTGs output and EVs charging load seriously affect the frequency stability of the power system. For the wind speed prediction error and the uncertainty of EV off-grid time, a cooperative frequency modulation (FM) strategy is proposed. Firstly, the wind speed interval is divided based on the operating characteristics of WTGs and the load reduction rate. On the basis, a load reduction operation strategy based on rotor speed control and pitch Angle control is proposed to enable WTGs to have bidirectional frequency modulation capability. The adjustable capacity of WTGs is determined based on the wind speed prediction error and the operation strategy of load reduction; Secondly, based on the controllable domain model of an EV considering the off-grid time uncertainty, the adjustable capacity of EV clusters is determined by state grouping of the state of charge (SOC) according to its charging urgency. By defining EV FM capability parameters and charging urgency parameters, the EV priority list for FM is determined and the power allocation strategy is proposed; Then, based on the urgency of EV charging and the economy of WTGs load reduction operation, a cooperative FM task assignment strategy is proposed. Finally, a numerical example is given to verify that the proposed cooperative FM strategy can not only increase the FM capability, but also improve the FM effect by 6.05% compared with the fixed proportion assignment of FM tasks and enhance the frequency stability of the power system from both source and load sides.
Keywords: source-load uncertainty, Electric Vehicles, Wind turbine generators, Frequency modulation strategy, wind power reserve
Received: 17 Sep 2024; Accepted: 27 Dec 2024.
Copyright: © 2024 Dong, Ai, Wang, Ma and Yu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Xiaohong Dong, Hebei University of Technology, Beichen District, China
Dengxin Ai, State Grid Tianjin Electric Power Research Institute, Tianjin, 300010, Hebei Province, China
Yang Ma, Hebei University of Technology, Beichen District, China
Xiaodan Yu, Tianjin University, Tianjin, 300072, Tianjin, China
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