Track 2: Data-Driven Intelligent Operation and Control for Digitalized Power Systems 数据驱动的数字化电力系统智能运行与控制
Organizers / 组织者
Lipeng Zhu
Hunan University, China
朱利鹏
湖南大学,中国
Yue Song
Tongji University, China
宋越
同济大学,中国
Xinran Zhang
Beihang University, China
张欣然
北京航空航天大学,中国
Wanjun Huang
Beihang University, China
黄婉君
北京航空航天大学,中国
Abstract / 摘要
English: In modern digitalized power systems, the availability of various advanced information and communication technologies has provided immense opportunities to enhance the intelligence level of system-wide operation and control by leveraging emerging data-driven analysis and decision-making methods, e.g., artificial intelligence and statistical learning. Consequently, this would largely help upgrade the power grids towards digitalized grids from a data-driven perspective. This track copes with recent advances and new trends in data-driven intelligent operation and control for modern power systems. It is planned to be organized in a mixed form, including not only professional talks given by invited researchers but also paper submissions and presentations by interested authors.
中文: 在现代数字化电力系统中,先进的信息与通信技术为提升系统智能化水平提供了重要支撑。通过人工智能与统计学习等数据驱动方法,可以挖掘电力系统运行数据中的深层信息。本分论坛聚焦数据驱动的电力系统智能运行与控制,包括建模、预测、稳定性评估、故障检测与智能决策等方向,推动电力系统数字化发展。
Topics / 主题
- Power system measurement data cleansing and analytics
- Data-driven energy management and optimized operation
- Data-driven renewable generation and load forecasting
- Data-driven power system dynamics modeling and identification
- Data-driven power system stability and security assessment
- AI-based fault and event detection in power systems
- AI-empowered decision making in high-renewable systems
- AI-empowered situational awareness and visualization
- AI-empowered risk hedging and stability control
- Reinforcement learning for power system decision making
- 电力系统数据清洗与分析
- 数据驱动能源管理与优化运行
- 新能源与负荷预测
- 电力系统动态建模与辨识
- 电力系统稳定性与安全评估
- 人工智能故障检测
- 高比例新能源智能决策
- AI态势感知与可视化
- AI风险控制与稳定调度
- 强化学习电力系统决策
Invited Speakers / 邀请报告人
Beihang University, China
黄婉君
北京航空航天大学
Tongji University, China
宋越
同济大学
Beihang University, China
张欣然
北京航空航天大学
