دانلود مقاله ISI انگلیسی شماره 56940
ترجمه فارسی عنوان مقاله

یک الگوریتم مبتنی بر نمایه ی ضعیف برای تشخیص نوسان ولتاژ یک سیستم قدرت

عنوان انگلیسی
A sparse representation-based algorithm for the voltage fluctuation detection of a power system
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
56940 2016 10 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Digital Signal Processing, Volume 48, January 2016, Pages 259–268

ترجمه کلمات کلیدی
سیستم قدرت، نوسان ولتاژ، سیگنال در رنگ آمیزی، نمایندگی انحصاری، تعقیب متعارف مطابق
کلمات کلیدی انگلیسی
Power system; Voltage fluctuation; Signal inpainting; Sparse representation; Orthogonal matching pursuit

چکیده انگلیسی

This paper proposes a novel algorithm for the voltage fluctuation detection of a power system based on sparse representation modeling. The contents of this research mainly include: (1) By first constructing a proper objective function of the frequency and phase, we convert the fundamental signal estimation problem to a simple mathematical convex optimization problem, which can be easily solved using an exhaustive search strategy. (2) From the viewpoint of signal restoration, we regard the voltage fluctuation detection as a signal inpainting problem and then develop an l0l0 norm-based optimization equation that exploits the sparsity prior of fluctuation component to recover the desired representation vector. (3) With the assumption that the voltage envelope changes smoothly, we establish an l2l2 norm-based regularization equation to further improve the regularity of the result. Experimental results show that the proposed algorithm performs well on demodulating the fundamental signal and voltage fluctuation component, with good ability of noise robustness, when compared to the classical Hilbert transform-based detection method and square demodulation method.