کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
398932 1438755 2013 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
MIMO feedback linearization control for power systems
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
MIMO feedback linearization control for power systems
چکیده انگلیسی

Effectiveness of a multi-input, multi-output (MIMO) feedback linearization controller (FBLC) for power oscillation damping is illustrated in this paper. Oscillatory behavior of the system is estimated online from the measured quantities using a special form of neural network compatible with the feedback linearization framework. Levenberg–Marquardt (LM) algorithm is adapted to operate in a sliding window batch mode for estimation of the neural network parameters. The coefficient vector in the FBLC formulation is updated adaptively using the projection algorithm to suit changing operation scenarios. A case study is presented on a reasonably large-scale power system having three critical oscillatory modes. Two power electronic actuators located on separate transmission lines are used to control these modes resulting in a MIMO controller. Proposed FBLC is shown to yield acceptable closed-loop dynamic response with very little information about the plant model. Performance of the FBLC is benchmarked against a conventional model based controller.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 45, Issue 1, February 2013, Pages 87–97
نویسندگان
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