Intelligent Parameter Design-based Impedance Optimization of STATCOM to Mitigate Resonance in Wind Farms

Yang Zhang, Y. Yang, Xin Chen*, Chunying Gong

*Kontaktforfatter

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Abstrakt

In certain regions or countries, the static synchronous compensator (STATCOM) is required in large-scale wind farms to provide reactive power support. Due to the limitations and complexity in distributed wind power systems, the STATCOM is considered as an effective and cheap alternative for the impedance shaping to mitigate resonance. However, there is still a lack of a quantitative stability analysis for practical large-scale wind farms and an optimization approach for the STATCOM impedance to achieve this objective. Therefore, based on the sequence impedance matrix models of the type-IV wind turbine generator (WTG) and STATCOM for the network modeling, this paper presents a sequence impedance network-based stability analysis for practical wind farms to accurately reveal the stability of wind farms and quantitatively evaluate the damping effect provided by the STATCOM. A typical wind farm in Western China is exemplified to demonstrate the proposed stability analysis. Then, an intelligent parameter design-based optimization approach for the STATCOM impedance is proposed, which uses the heuristic intelligence algorithm to solve the STATCOM controller parameters for the impedance shaping to obtain the optimal stability margin of the wind farm under the constraints of desired performance. Finally, a comparison with the understanding-of-models-based optimization method confirm the effectiveness of the proposed impedance optimization approach.
OriginalsprogEngelsk
TidsskriftI E E E Journal of Emerging and Selected Topics in Power Electronics
Vol/bindPP
Udgave nummer99
Sider (fra-til)1-15
Antal sider15
ISSN2168-6777
DOI
StatusAccepteret/In press - aug. 2020

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