Data-driven short-term voltage stability assessment based on spatial-temporal graph convolutional network

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2020.106753 ◽

2021 ◽

Vol 130 ◽

pp. 106753

Author(s):

Yonghong Luo ◽

Chao Lu ◽

Lipeng Zhu ◽

Jie Song

Keyword(s):

Voltage Stability ◽

Data Driven ◽

Stability Assessment ◽

Convolutional Network ◽

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A hierarchical data-driven method for short-term voltage stability assessment of power systems

Monitoring and Control using Synchrophasors in Power Systems with Renewables ◽

10.1049/pbpo121e_ch10 ◽

2020 ◽

pp. 233-255

Keyword(s):

Power Systems ◽

Voltage Stability ◽

Data Driven ◽

Hierarchical Data ◽

Stability Assessment ◽

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A Missing-Data Tolerant Method for Data-Driven Short-Term Voltage Stability Assessment of Power Systems

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2018.2889788 ◽

2019 ◽

Vol 10 (5) ◽

pp. 5663-5674 ◽

Author(s):

Yuchen Zhang ◽

Yan Xu ◽

Rui Zhang ◽

Zhao Yang Dong

Keyword(s):

Missing Data ◽

Power Systems ◽

Voltage Stability ◽

Data Driven ◽

Stability Assessment ◽

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Data-Driven Short-Term Voltage Stability Assessment Using Convolutional Neural Networks Considering Data Anomalies and Localization

IEEE Access ◽

10.1109/access.2021.3107248 ◽

2021 ◽

Vol 9 ◽

pp. 128345-128358

Author(s):

Syed Muhammad Hur Rizvi ◽

Sajan K. Sadanandan ◽

Anurag K. Srivastava

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Voltage Stability ◽

Data Driven ◽

Stability Assessment ◽

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Short-Term Voltage Stability Assessment of Multi-infeed HVDC Systems Based on JMIM and XGBoost

2021 3rd Asia Energy and Electrical Engineering Symposium (AEEES) ◽

10.1109/aeees51875.2021.9403146 ◽

2021 ◽

Author(s):

Linlin Yu ◽

Wanxun Liu ◽

Ruihua Si ◽

Pengxiang Xing ◽

Mingzeng Huang ◽

...

Keyword(s):

Voltage Stability ◽

Stability Assessment ◽

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Data-Driven Joint Voltage Stability Assessment Considering Load Uncertainty: A Variational Bayes Inference Integrated with Multi-CNNs

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2021.3111151 ◽

2021 ◽

pp. 1-1

Author(s):

Mingjian Cui ◽

Fangxing Fran Li ◽

Hantao Cui ◽

Siqi Bu ◽

Di Shi

Keyword(s):

Voltage Stability ◽

Variational Bayes ◽

Data Driven ◽

Stability Assessment ◽

Load Uncertainty ◽

Bayes Inference

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A Deep-Learning intelligent system incorporating data augmentation for Short-Term voltage stability assessment of power systems

Applied Energy ◽

10.1016/j.apenergy.2021.118347 ◽

2022 ◽

Vol 308 ◽

pp. 118347

Author(s):

Yang Li ◽

Meng Zhang ◽

Chen Chen

Keyword(s):

Deep Learning ◽

Power Systems ◽

Voltage Stability ◽

Data Augmentation ◽

Intelligent System ◽

Stability Assessment ◽

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Dynamic Spatial-Temporal Graph Attention Graph Convolutional Network for Short-Term Traffic Flow Forecasting

2020 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas45731.2020.9181234 ◽

2020 ◽

Author(s):

Cong Tang ◽

Jingru Sun ◽

Yichuang Sun

Keyword(s):

Traffic Flow ◽

Convolutional Network ◽

Traffic Flow Forecasting ◽

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Data-Driven Short-Term Voltage Stability Prediction Based on Pre-Fault Operating State

2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) ◽

10.1109/isgt-asia.2019.8880804 ◽

2019 ◽

Author(s):

Wenlu Zhao ◽

Huaichang Ge ◽

Qinglai Guo ◽

Bin Wang ◽

Yanling Du ◽

...

Keyword(s):

Voltage Stability ◽

Data Driven ◽

Stability Prediction ◽

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Short Term Voltage Stability Assessment with Incomplete Data Based on Deep Reinforcement Learning in the Internet of Energy

10.1007/978-3-030-86130-8_18 ◽

2021 ◽

pp. 225-236

Author(s):

Anqi Liu ◽

Xin Guan ◽

Di Sun ◽

Haiyang Jiang ◽

Chen Cui ◽

...

Keyword(s):

Reinforcement Learning ◽

Incomplete Data ◽

Voltage Stability ◽

The Internet ◽

Stability Assessment ◽

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Impact of Network Structure on Short-Term Voltage Stability Using Data-Driven Method

2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) ◽

10.1109/isgt-asia.2019.8881311 ◽

2019 ◽

Author(s):

Wanjun Huang ◽

Xinran Zhang ◽

David J. Hill

Keyword(s):

Network Structure ◽

Voltage Stability ◽

Data Driven ◽

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