کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
399922 1438762 2012 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Damping of low-frequency oscillations and improving power system stability via auto-tuned PI stabilizer using Takagi–Sugeno fuzzy logic
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Damping of low-frequency oscillations and improving power system stability via auto-tuned PI stabilizer using Takagi–Sugeno fuzzy logic
چکیده انگلیسی

This paper proposes a Takagi–Sugeno (TS) fuzzy gain-scheduling PI stabilizer to damp the power system low-frequency oscillations and enhance power system stability. The work describes the construction of appropriate fuzzy membership functions and rules for a Power System Stabilizer (PSS) so that its proportional and integral gains can be automatically tuned in real-time to react to changes in the system operating conditions. To find the optimal number and locations of required stabilizers, this paper uses the participation factor method. Simulation results on a practical power system demonstrate that the proposed stabilizer is effective in damping low-frequency oscillations as well as improving system dynamic stability and voltage profile. In addition, the proposed approach provides superior performance when compared to a conventional PI PSS.


► We present a fuzzy gain-scheduling PI stabilizer to damp low-frequency oscillations.
► Participation factor is used to determine the number and location of the PSSs.
► PI gains are auto-tuned in real-time by building appropriate fuzzy rules.
► Stabilizer is tested on practical system under various operating conditions.
► The proposed approach has superior performance compared to a conventional PI PSS.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 38, Issue 1, June 2012, Pages 72–83
نویسندگان
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