Adaptive data recovery model for PMU data based on SDAE in transient stability assessment

During the measurement and transmission in power systems, the noise will interfere the data to varying degrees, and the accuracy of transient stability assessment (TSA) may be affected. With current methods, noisy data are usually denoised according to expected noise. However, the real noise distrib...

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Veröffentlicht in:	IEEE transactions on instrumentation and measurement Jg. 71; S. 1
Hauptverfasser:	Wang, Huaiyuan, Ouyang, Yucheng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Adaptive model Data recovery Load fluctuation Mechanical properties Multilayer perceptrons Noise Noise reduction Phasor measurement unit (PMU) Stability analysis Stacked denoising auto-encoder (SDAE) Transient stability Transient stability assessment (TSA)
ISSN:	0018-9456, 1557-9662
Online-Zugang:	Volltext
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