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Transient Stability Analysis and Enhancement Techniques of Renewable-Rich Power Grids
Energies, 2023 New techniques and approaches are constantly being introduced to analyze and enhance the transient stability of renewable energy-source-dominated power systems.
Albert Poulose, Soobae Kim
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Artificial Intelligence Techniques for Power System Transient Stability Assessment
Energies, 2022 The high penetration of renewable energy sources, coupled with decommissioning of conventional power plants, leads to the reduction of power system inertia. This has negative repercussions on the transient stability of power systems.
Göran Petrović +2 more
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Energy Reports, 2021 A large number of simulation results will be generated during the calculation of the power system digital simulation. Manual analysis of massive numerical results is inefficient and error-prone. Besides, some imperceptible operating rules of power system
Haocheng Yang +3 more
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IEEE Access, 2019 The artificial intelligence (AI) techniques have been widely used in the transient stability analysis of a power system. They are recognized as the most promising approaches for predicting the post-fault transient stability status with the use of phasor ...
Qunying Liu, Yicen Liu
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Using SHAP Values and Machine Learning to Understand Trends in the Transient Stability Limit [PDF]
IEEE Transactions on Power Systems, 2023 Machine learning (ML) for transient stability assessment has gained traction due to the significant increase in computational requirements as renewables connect to power systems.
Robert I. Hamilton, P. Papadopoulos
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An Optimal Damping Design of Virtual Synchronous Generators for Transient Stability Enhancement
IEEE Transactions on Power Electronics, 2021 Frede Blaabjerg, Peng Cheng, Chao Wu
exaly +2 more sources
发电技术, 2023 Aiming at the contradiction between the rapidity requirement of online calculation of transient stability preventive control and the computational complexity of time-domain equations, a stacking ensemable learning driven optimization method for power ...
PAN Xiaojie +7 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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Energies, 2022 The development of electric power systems has become more complex. Consequently, electric power systems are operating closer to their limits and are more susceptible to instability when a disturbance occurs.
Izzuddin Fathin Azhar +2 more
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IEEE Transactions on Power Systems, 2022 This letter develops an equivalent circuit model of a grid-forming (GFM) converter with a circular current limiter and analyzes its transient stability. It is revealed that the inner control loop can be simplified as a voltage source behind an equivalent
Bo Fan, Xiongfei Wang
semanticscholar +1 more source