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Intelligent Time-Adaptive Transient Stability Assessment System [PDF]
IEEE Transactions on Power Systems, 2018 Online identification of post-contingency transient stability is essential in power system control, as it facilitates the grid operator to decide and coordinate system failure correction control actions. Utilizing machine learning methods with synchrophasor measurements for transient stability assessment has received much attention recently with the ...
James J. Q. Yu +4 more
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IEEE Access, 2020 The proliferation of Photovoltaic (PV) generation has brought several changes in the transient stability analysis of power systems. The rotor angle dynamics based stability analysis used for synchronous generators may not be applicable for PV generators.
Indla Rajitha Sai Priyamvada +1 more
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Transient Stability Assessment Method for Multi-machine Power Systems Considering Dense Channels
Zhongguo dianliTo improve the accuracy and efficiency of power system transient stability assessment, a transient stability assessment method for multi-machine power system considering dense channel based on deep transfer is proposed. Firstly, a new transient stability
Xuejun WANG +2 more
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Power System Transient Stability Assessment Using Stacked Autoencoder and Voting Ensemble
Energies, 2021 Increased integration of renewable energy sources brings new challenges to the secure and stable power system operation. Operational challenges emanating from the reduced system inertia, in particular, will have important repercussions on the power ...
Petar Sarajcev +3 more
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A probabilistic assessment of transient stability
International Journal of Electrical Power & Energy Systems, 1980 Abstract Transient stability assessment deals with the performance of a system when subjected to large disturbances such as faults, sudden loss of load or generation, and line switching. Most of the work carried out in this area has been based on deterministic models.
P.R.S. Kuruganty, R. Billinton
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Zhejiang dianliIn current research on transient stability assessment， the absence of quantitative analysis of key influencing factors hampers the accuracy of assessment results.
YANG Kaixuan +5 more
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发电技术, 2018 Power system transient stability control based on response is one of the main applications of wide-area measurement system (WAMS). WAMS that can obtain real-time dynamic response data of the whole power grid, provides a strong technical support to the ...
Dan HUANG, Shuyong CHEN, Wei WANG
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Transient Stability Prediction of Power Systems Based on Deep Residual Network and Data Augmentation
Zhongguo dianli, 2020 In traditional data-driven power system transient stability assessment methods, the impact of noise in the collected data and the information missing problems are rarely considered for the transient stability prediction. To deal with these problems, this
Yanzhen ZHOU +6 more
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Evaluating the significance of samples in deep learning-based transient stability assessment
Frontiers in Energy Research, 2022 Deep learning-based transient stability assessment has achieved big success in power system analyses. However, it is still unclear how much of the data is superfluous and which samples are important for training.
Le Zheng +3 more
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Engineering Reports, 2022 Transient stability assessment is an essential element for situational awareness and decision making process of a power system operator in maintaining the secure operation.
Sreenadh Batchu, Kiran Teeparthi
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