Special Session 2

Special Session 2: AI‑Enabled Smart Grids and Renewable Energy Integration

专题二：人工智能赋能的智能电网与可再生能源并网

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Session Description

The large-scale integration of wind, photovoltaic and other distributed renewable energy brings prominent uncertainties, stochastic fluctuations and complex coupling challenges to modern smart grids. Artificial intelligence, machine learning and data-driven technologies have become powerful enablers to tackle critical bottlenecks in renewable accommodation, grid perception, protection-control decision-making and real-time simulation of cyber-physical power systems.

This special session aims to gather academic researchers and industry practitioners to report original theoretical research, algorithm innovations, real-world case studies and digital-twin applications at the intersection of artificial intelligence, smart grid operation and renewable energy integration. We welcome high-quality submissions covering AI-augmented forecasting, intelligent protection & control, real-time simulation, resilience enhancement and practical deployment for high-renewable power systems. This session will foster cross-disciplinary exchanges and inspire new solutions for building secure, flexible and sustainable future energy infrastructures.

Topics of Interest (including but not limited to)

• AI-based wind/solar and flexible load forecasting
• AI-enhanced protection and control for high-renewable grids
• Machine learning for grid situational awareness and fault diagnosis
• AI-assisted real-time simulation and power system digital twin
• AI-driven optimal scheduling of distributed energy resources
• Data-physics hybrid modeling for smart grids
• Reinforcement learning and large-model applications in grid resilience
• Edge-AI for distributed renewable integration
• Test-bed verification and practical cases of AI-enabled power grids
• Trustworthy and interpretable AI for energy systems

Important Dates