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Image Search Results
Journal: PLOS ONE
Article Title: Combining finite element and reinforcement learning methods to design superconducting coils of saturated iron-core superconducting fault current limiter in the DC power system
doi: 10.1371/journal.pone.0294657
Figure Lengend Snippet: Process of training an AI-based simulation model based on FEM simulation data.
Article Snippet: The design process contains two main stages: one is pre-training through the
Techniques:
Journal: PLOS ONE
Article Title: Combining finite element and reinforcement learning methods to design superconducting coils of saturated iron-core superconducting fault current limiter in the DC power system
doi: 10.1371/journal.pone.0294657
Figure Lengend Snippet: Conceptual of integrating FEM simulation in a Python scripting interface.
Article Snippet: The design process contains two main stages: one is pre-training through the
Techniques:
Journal: PLOS ONE
Article Title: Combining finite element and reinforcement learning methods to design superconducting coils of saturated iron-core superconducting fault current limiter in the DC power system
doi: 10.1371/journal.pone.0294657
Figure Lengend Snippet: Design parameters of the SC in FEM simulation.
Article Snippet: The design process contains two main stages: one is pre-training through the
Techniques:
Journal: PLOS ONE
Article Title: Combining finite element and reinforcement learning methods to design superconducting coils of saturated iron-core superconducting fault current limiter in the DC power system
doi: 10.1371/journal.pone.0294657
Figure Lengend Snippet: Training time of the FEM-DQN model in in four simulation cases.
Article Snippet: The design process contains two main stages: one is pre-training through the
Techniques: