A Hierarchical Self-Adaptive Data-Analytics Method for Real-Time Power System Short-Term Voltage Stability Assessment

As one of the most complex and largest dynamic industrial systems, a modern power grid envisages the wide-area measurement protection and control (WAMPAC) system as the grid sensing backbone to enhance security, reliability, and resiliency. However, based on the massive wide-area measurement data, h...

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Bibliographic Details
Published in:	IEEE transactions on industrial informatics Vol. 15; no. 1; pp. 74 - 84
Main Authors:	Zhang, Yuchen, Xu, Yan, Dong, Zhao Yang, Zhang, Rui
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.01.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptive systems Analytics Data analysis Data-analytics Dynamic stability Electric potential ensemble learning extreme learning machine Indexes Mathematical programming multiobjective programming Multiple objective analysis Power system dynamics Power system stability Real time Real-time systems Reliability short-term voltage stability (STVS) smart grid Stability Stability analysis Stability criteria Voltage control Voltage stability
ISSN:	1551-3203, 1941-0050
Online Access:	Get full text
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