(Including but not limited to the following topics)
Topic 1: Power System
Power system stability analysis
Grid frequency control
Voltage and reactive power optimization
Power system transient simulation
Power flow calculation and optimization
Power system reliability assessment
High-voltage direct current transmission control
Flexible direct current transmission technology
Power market trading mechanism
Microgrid energy management
New energy grid connection technology
Energy storage system frequency regulation
Power system black start
Wide-area measurement system application
Power system state estimation
Topic 2: Fault Diagnosis
Transmission line fault detection
Transformer fault analysis
Generator stator fault
Voltage sag identification
Arc fault detection
Insulation aging assessment
Ground fault location
Winding deformation diagnosis
Local discharge monitoring
Breaker status assessment
Cable fault location
Power quality disturbance analysis
Relay protection action evaluation
Fault recording data mining
Infrared thermal imaging inspection
Topic 3: Neural Networks
Deep learning state estimation
Convolutional neural network application
Recurrent neural network prediction
Long short-term memory network
Gated recurrent unit
Deep belief network
Autoencoder feature extraction
Graph neural network power flow
Generative adversarial network samples
Residual network fault classification
Attention mechanism features
Transformer power prediction
Radial basis function network
Probabilistic neural network
Neural network interpretability