Smart Grid

1. Data network traffic analysis and optimization strategy of real-time power grid dynamic monitoring system for wide-frequency measurements
2. Multi-stage constant current charging strategy considering SOC intervals and voltage thresholds
3. Multi-objective microgrid optimal dispatching based on improved bird swarm algorithm
4. Improved edge lightweight YOLOv4 and its application in on-site power system work

Energy economic analysis

1. Medium and long-term thermal coal contract embedded reparations from the perspective of an evolutionary game
2. Energy, economic and environmental assessment of photocatalytic methane production: a comparative case study between Japan and Malaysia

Clean energy development

1. Development of wind-energy modeling technology and standards
2. Statistical downscaling of numerical weather prediction based on convolutional neural networks
3. Prediction of photovoltaic power output based on different non-linear autoregressive artificial neural network algorithms
4. A fault warning for inter-turn short circuit of excitation winding of synchronous generator based on GRU-CNN