Spatial–Temporal Feature Learning in Smart Grids: A Case Study on Short-Term Voltage Stability Assessment

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2018.2873605 ◽

2020 ◽

Vol 16 (3) ◽

pp. 1470-1482 ◽

Author(s):

Lipeng Zhu ◽

Chao Lu ◽

Innocent Kamwa ◽

Haibo Zeng

Keyword(s):

Smart Grids ◽

Voltage Stability ◽

Feature Learning ◽

Stability Assessment ◽

Temporal Feature

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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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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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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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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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Black-box model for on-line voltage stability assessment of power system - case study of the Finnish transmission grid

Fifth International Conference on Power System Management and Control ◽

10.1049/cp:20020050 ◽

2002 ◽

Author(s):

S. Repo

Keyword(s):

Power System ◽

Voltage Stability ◽

Black Box ◽

Box Model ◽

Stability Assessment ◽

Line Voltage ◽

Transmission Grid ◽

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Short Term Load Forecasting in Smart Grids: Case Study of the City of Évora

Journal of Information Systems Engineering & Management ◽

10.20897/jisem.201718 ◽

2017 ◽

Vol 2 (3) ◽

Author(s):

Svetlana Roudolfovna Chemetova ◽

Paulo Santos ◽

Mário Ventim-Neves

Keyword(s):

Smart Grids ◽

Load Forecasting ◽

Short Term Load Forecasting ◽

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Short-Term Voltage Stability Assessment Based on Local Autopattern Discovery

2019 IEEE Sustainable Power and Energy Conference (iSPEC) ◽

10.1109/ispec48194.2019.8975090 ◽

2019 ◽

Author(s):

Yonghong Luo ◽

Chao Lu ◽

Lipeng Zhu

Keyword(s):

Voltage Stability ◽

Stability Assessment ◽

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A method of multivariate short-term voltage stability assessment based on heterogeneous graph attention deep network

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2021.107648 ◽

2022 ◽

Vol 136 ◽

pp. 107648

Author(s):

Zhi Zhong ◽

Lin Guan ◽

Yinsheng Su ◽

Jingxing Yu ◽

Jiyu Huang ◽

...

Keyword(s):

Voltage Stability ◽

Stability Assessment ◽

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Fault Diagnosis in Smart Grids using a Deep Long Short-term Memory-based Feature Learning Architecture

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference ◽

10.3850/978-981-14-8593-0_4713-cd ◽

2020 ◽

Author(s):

Hossein Hassani ◽

Roozbeh Razavi-Far ◽

Mehrdad Saif

Keyword(s):

Fault Diagnosis ◽

Smart Grids ◽

Short Term Memory ◽

Feature Learning ◽

Term Memory ◽

Long Short Term Memory

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Intelligent Short-Term Voltage Stability Assessment via Spatial Attention Rectified RNN Learning

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3041300 ◽

2020 ◽

pp. 1-1

Author(s):

Lipeng Zhu ◽

David Hill ◽

Chao Lu

Keyword(s):

Spatial Attention ◽

Voltage Stability ◽

Stability Assessment ◽

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