ICPRE Tracks | ICPRE 分论坛

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

Chair
Lipeng Zhu
Hunan University, China
朱利鹏
湖南大学,中国
Co-Chair
Yue Song
Tongji University, China
宋越
同济大学,中国
Co-Chair
Xinran Zhang
Beihang University, China
张欣然
北京航空航天大学,中国
Co-Chair
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

Wanjun Huang
Beihang University, China
黄婉君
北京航空航天大学
Yue Song
Tongji University, China
宋越
同济大学
Xinran Zhang
Beihang University, China
张欣然
北京航空航天大学