Projects
- Research on Intelligent Cognition and Efficient Dispatch and Control of Generalized Loads (Natural Science Foundation of China, 2021-2024)
- Assess the controllability of generalized loads integrated with natural and social systems
- Build the reference aggregation model and quantitative metric system for DERs
- Develop software “Data-Driven Distribution Energy Management System (D3EMS)”
- Key Techniques of Adaptive Grid Integration and Active Synchronization for Extremely High Distributed Photovoltaic Power Penetration Generation (National Key Research and Development Program, 2023-peresent)
- Data-driven feedback control of resources in the distribution network
- Mapping nonlinear dynamic device models to higher-dimensional linear models for model predictive control
- Active support capabilities aggregation of distributed energy resources in the cluster
- Optimal active voltage/frequency control with large-scale inverter-based resources
- Optimal Dispatch and Operation of Virtual Power Plants by Aggregating Distributed Energy Resources (China Southern Grid, 2018-2021)
- Aggregate and disaggregate of distributed energy resources in the VPPs
- Simulate the bidding, market clearance, and settlement process of VPPs in the power market
- Develop software “Intelligent Energy Management and Market Operation of Virtual Power Plants”
- Regional High-Penetration Distributed Power Generation Clusters with Flexible Grid Integration, Group Control, and Group Regulation Technology (National Key Research and Development Program, 2018-2019)
- Design hierarchical EMS for cluster control, distribution grid dispatch, TSO-DSO coordination
- Multi-timescale dispatch framework: day-ahead, intra-day rolling, and real-time control
- Develop software “Energy Management and Cluster Control System for Active Distribution Networks”
- Optimal Energy Management of Distributed Energy Resources in the Active Distribution Network (China State Grid, 2021-2023)
- Volt/VAR optimal control and multi-timescale dispatch of active power
- Multi-level aggregation-model-based automatic generation control (AGC)
- Develop software “Intelligent Energy Management System of Distributed Energy Resources”
- Research on Coordinated Strategy of Multi-type Controllable Resources Based on Collective Intelligence in an Energy Internet Environment (China State Grid, 2021-2023)
- Evaluation of key parameters for controllable resource clusters
- Coordinated dispatch strategies among multi-agents with perfect/imperfect information
- Distributed collaborative dispatch among multi-agents
- Risk Dispatch and Distributed Resource Intelligent Control in Digital Active Distribution Network (China State Grid, 2021-2023)
- Modeling distributed energy resources considering temporal-coupling constraints and stochastic factors
- Optimal coordination of transmission and distribution networks with manageable risks
- Data-driven-based intelligent control of distributed energy resources
- Collaborative Operation Technology of Distributed Source-Load Interaction in the Transmission-Distribution-Microgrid System (China State Grid, 2021-2024)
- Aggregation of flexible energy resources for hierarchical dispatch
- Combined model and data-driven risk dispatch in the transmission-distribution-microgrid system
- Optimal Volt/VAR control in the transmission-distribution-microgrid system
