Deep Learning

Advance-RES
Application of advanced optimization and machine learning methods for optimal planning and control of power systems with a high share of RES
Advance-RES
Artificial Intelligence Techniques for Power System Transient Stability Assessment
The high penetration of renewable energy sources, coupled with decommissioning of conventional power plants, leads to the reduction of …
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Power System Transient Stability Assessment Simulations Dataset - IEEE New England 39-bus test case
This dataset contains phasor measurements (PMU-type) signals from the IEEE New England 39-bus power system test case network, which are …
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Power System Transient Stability Assessment Using Stacked Autoencoder and Voting Ensemble
Increased integration of renewable energy sources brings new challenges to the secure and stable power system operation. Operational …
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