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Generator-based threshold for transient stability assessment
IET Smart Grid, 2019 Power systems are frequently subjected to variations of the operating conditions due to the occurrence of contingencies such as faults, load or generator tripping.
Younes J. Isbeih +4 more
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Transient Stability Assessment Using Deep Transfer Learning
IEEE Access, 2023 This study proposes a deep transfer learning method using a deep convolutional neural network pre-trained with ImageNet for transient stability assessment.
Jongju Kim +4 more
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Delay Aware Intelligent Transient Stability Assessment System
IEEE Access, 2017 Transient stability assessment is a critical tool for power system design and operation. With the emerging advanced synchrophasor measurement techniques, machine learning methods are playing an increasingly important role in power system stability ...
James J. Q. Yu +3 more
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Machine Learning for Online Transient Stability Assessment
IEEE AccessMachine learning (ML) offers a computationally tractable alternative to time-domain simulation for online transient stability assessment (TSA), yet inconsistent evaluation practice limits reproducibility and cross-study comparison.
Mahmoud Draz, Sahin Albayrak
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Truncated Transient Stability Index for On-line Power System Transient Stability Assessment [PDF]
2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021 This paper assesses the ability of a Transient Stability Index (TSI) to evaluate power systems’ transient stability. The assessment is first accomplished by looking into the TSI’s classification accuracy for identifying stable or unstable cases when different transient stability thresholds are used.
Ye, Xinlin +2 more
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An Optimization-Based Method for Transient Stability Assessment
2023 62nd IEEE Conference on Decision and Control (CDC), 2023 The paper proposes an optimization-based method for the transient stability assessment of lossy multi-machine power systems. To achieve this objective, a global control Lyapunov function candidate including an auxiliary state is introduced. On this basis, a new excitation control law is proposed. This control law is well-defined provided that an ‘index’
Jianli Gao +2 more
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Energy Reports, 2023 Transient power angle stability analysis and voltage stability analysis are the key basis of power system security and stability control. The diversified operation modes of power system put forward higher requirements for real-time and topology ...
Sili Gu +5 more
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Physics-informed transient stability assessment of microgrids
iEnergy, 2023 With the integration of a voltage source converter (VSC), having variable internal voltages and source impedance, in a microgrid with high resistance to reactance ratio of short lines, angle-based transient stability techniques may find limitations ...
Priyanka Mishra, Peng Zhang
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Transient voltage stability assessment of renewable energy grid based on residual SDE-Net
Energy Reports, 2022 For the purpose of assessing the transient voltage stability of renewable energy grid more effectively and to measure the epistemic uncertainty of the evaluation results, a power system transient voltage stability assessment method based on residual ...
Yucheng Chen +5 more
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Sparse Dictionary Learning for Transient Stability Assessment
Frontiers in Energy Research, 2022 Transient stability assessment (TSA) has always been a fundamental and challenging problem for ensuring the security and operation of power systems. With more power electronic interface resources integrated into the grid and large renewable energies, the
Qilin Wang, Chengzong Pang, Cheng Qian
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