Research
Catelog
- Keywords
- Research Interests
- Research Grants
- Research Experience
Keywords
Research Interests
- Power System Operation, Stability and Control
- Bulk Power Systems
- Battery Energy Storage Systems
- Distributed Smart Grid
- Internet of Things (IoT) Technique in Power Systems
- Novel Sensors and their Applications
- Non-Intrusive Load Monitoring (NILM)
- Demand-Side Response
- High Performance Computing (HPC) in Power Systems
- Scalable Numerical Methods
- AI-Enabled Data-Driven Methods
- Cloud-Edge-End Collaborative Computing Methods
Research Grants
- Zhejiang Province Key Social Welfare Program, "Low-Carbon Equipment Technology based on Architecture-Transportation Coupled Domain-Specific Large Model: R&D and Applications", 2024/01 - 2026/12, co-PI, Grant No.: 2024C03247.
- National Key R&D Program, Ministry of Science and Technology of the People's Republic of China, "Next-Generation Echelon Use Technology of Power Batteries", 2023/12 - 2026/11, co-PI, Grant No.: 2023YFB2406002.
- State Grid Corporation of China – Hangzhou Power Supply Company, "Market Operation and Aggregated Dispatch of EV V2G Resource: Research and Development of Key Technologies", 2023/12 - 2024/12, PI, Grant No.: 2023-KYY-510102-0057.
- Hangzhou Power Equipment Manufacturing Co. Ltd, "Dynamic Aggregation of Electric Vehicle using Virtual Energy Storage through Grid-Load Interactions", 2023/07 - 2024/12, PI, Grant No.: 2023-KYY-510102-0023.
- State Grid Corporation of China (SGCC-ZJU Joint Research Institute), "Fast Fault Detection and Diagnosis of Battery Energy Storage based on Non-Intrusive Smart Sensing", 2023/01 - 2026/12, co-PI, Grant No.: 2022-KYY-510102-0051.
- State Grid Corporation of China – Hangzhou Power Supply Company, "Ordered Charging for Grid-Vehicle Interaction: Research and Development of Key Technologies", 2022/12 - 2023/12, PI, Grant No.: 2022-KYY-510102-0053.
- National Key R&D Program, Ministry of Science and Technology of the People's Republic of China, "Multi-Time-Scale Power Supply Capability Prediction of Large-Scale Wind and Solar Generation", 2022/11 - 2025/10, co-PI, Grant No.: 2022YFB2403002.
- State Grid Corporation of China – Zhejiang Training Center, "Customer-Side Demand Response based Urban Power Grid Scalable and Distributed Energy Storage System: Assessment and Allocation", 2022/06 - 2023/12, PI, Grant No.: 2022-KYY-510102-0009.
- SolaX Power Inc., "Energy Management System for Household PV + Enery Storage System: Key Technology Development", 2022/04 - 2022/11, co-PI, Grant No.: 2022-KYY-510102-0004.
- China Southern Grid - Digital Grid Research Institute, "Intelligent Assessment Algorithm for Power Grid Transient Stability Driven by Physics Informed Neural Network", 2022/03 - 2023/06, PI, Grant No.: 2022-KYY-510102-0002.
- Qizhen Project Grant - Fundamental Research Funds for the Central Universities, Awareness and Control Intelligence using "Energy-Carbon" Dual Indicators of Low-Carbon Buildings, 2022/01 - 2023/12, PI, Grant No.: 226-2022-00164.
- State Grid Corporation of China – Zhejiang Electric Power Research Institute, "Electricity Market Oriented Non-Intrusive Sensing and Hierarchical Aggregation of Micro Loads", 2021/12 - 2022/3, PI, Grant No.: 2021-KYY-510102-0037
- State Grid Corporation of China – Zhejiang Electric Power Research Institute, "Using Blockchain to Enhance Balancing and Demand Response in High Resilient Power Grid", 2021/11 - 2022/5, PI, Grant No.: 2021-KYY-510102-0026
- State Grid Corporation of China – Xinjiang Electric Power Co., Ltd., "Sending-Grid Three-Stage Frequency Stability Control using Energy Storage System", 2021/6 - 2021/12, PI, Grant No.: 2021-KYY-510102-0022
- Shanghai Yihao Automation Company, "Energy Management System for Energy Storage: Key Technology Development", 2021/7 - 2022/6, PI, Grant No.: 2021-KYY-510102-0008
- General Program, National Natural Science Foundation of China (NSFC), "Power System Transient Stability Emergency Control using Deep Learning based Surrogate Model", 2022/01 - 2025/12, PI, Grant No.: 52177120
- Inner Mongolia Power (Group) Co. Ltd. - Inner Mongolia Electric Power Research Institute, "Online Assessment and Operation Optimization of Power Grid with High Proportion of Renewable Energy", 2021/05 - 2023/06, co-PI, Grant No.: 2022-KYY-510102-0005.
- Zhejiang Provincial Natural Science Foundation - Public Causes Research Grant, "Electricity Utilization Safety Monitoring of Smart Community using IoT Sensing and Big Data Analytics", 2021/01 - 2023/12, PI, Grant No.: LGG21E070003
- Balance Architecture Center, Zhejiang University, "Active Distribution System Considering Multi-Regional Energy Planning: Research and Application", 2021/01 - 2023/13, co-PI, Grant No.: 2020-KYY-669000-0035.
- State Grid Corporation of China - Ningbo Power Supply Company, "Research Development and Business Scheme of Edge Computing IoT Device for Smart Community", 2020/07 - 2021/03, PI, Grant No.: 2020-KYY-510102-0018.
- Zhejiang Energy Group - Xianshan Power Plant, "Large-Scale Cluster Based Energy Storage Station: Operation Technology", 2020/06 - 2020/12, PI, Grant No.: 2020-KYY-510102-0015.
- Zhejiang Energy Group - Technology Research Institute, "Station-Scale and Grid-Scale Application of Energy Storage Systems Reusing Retired Batteries", 2020/04 - 2021/03, PI, Grant No.: 2020-KYY-510102-0020.
- State Grid Corporation of China, "Mobile and Interconnection Security in Energy Internet: Key Technologies", 2019/11 - 2021/12, co-PI, Grant No.: 2019-KYY-511101-0022.
- State Grid Corporation of China - Jiangsu Electric Power Research Institute, "Low-Voltage Load Composition Identification and Online Model Aggregation: Technology Research and Software Development", 2019/6 - 2019/12, PI, Grant No. 2019-KYY-510102-0010.
- State Grid Corporation of China – Zhejiang Electric Power Research Institute, "Battery Condition Assessment and Optimal Control using Big Data Analytics", 2019/6 - 2020/12, PI, Grant No. 2019-KYY-510102-0005.
- State Grid Corporation of China – Zhejiang Training Center, "Training Program Development for Next-Generation Electric Power Grid – Phase II", 2019/5 - 2019/12. PI, Grant No. 2019-KYY-510102-0004.
- State Grid Corporation of China - Zhejiang Training Center, "Training Program Development for Next-Generation Electric Power Grid – Phase I", 2018/10 - 2018/12, PI, Grant No. K18-510102-028.
- Shenzhen Huajian Electrical Engineering Design Co., Ltd., "Electric Utilization Safety Monitoring and Alarming based on Internet of Things and Cloud Computing Technology", 2018/04 - 2021/03, PI, Grant No. K18-510102-005. (ZJU-Shenzhen Huajian Joint Research Center of Electric Power IoT Technology)
- Early Career Researcher Grant, Fundamental Research Funds for the Central Universities, "Electrical Utilization Safety Monitoring and Cloud-based Synthetic Awareness in Smart Buildings", 2018/01 - 2019/12, PI, Grant No. 2018QNA4018.
- NR Electric Co., Ltd., "Parameter Estimation Module Maintenance in Online Generation-Grid Co-Monitoring System", 2017/10 - 2018/12, PI, Grant No. K17-510102-032.
- National Key R&D Program, Ministry of Science and Technology of the People's Republic of China, "Stability Control in Bulk Renewable Generation System with HVDC Transmission", 2017/07 - 2020/12, co-PI, Grant No. 2017YFB0902005.
- Young Scientist Fund, National Natural Science Foundation of China (NSFC), "Stability-Constrained Power System Optimal Operation with Multiple Compound Uncertainties", 2017/01 - 2018/12, PI, Grant No. 51607155.
- International Postdoctoral Exchange Fellowship, China Postdoctoral Science Foundation, "Smart Grid Self-Awareness based on Power Disturbance Analytics: Theory and Methods", 2015/09 - 2017/08, PI, Grant No. 20150004.
- First-Class Research Grant, China Postdoctoral Science Foundation, "Stochastic and Stability-Aware Optimal Operation for Power Systems: Model and Algorithm", 2015/07 - 2016/06, PI, Grant No. 2015M570506.
- Joint Ph.D. Program, China Scholarship Council, "Stability-Constrained Optimal Power Flow for Large-Scale Power Systems", 2012/08 - 2013/11, Grant No. 201206320026.
- Excellent Doctoral Dissertation Candidate Scholarship, Zhejiang University, "Stability-Constrained Optimal Power Flow for Large-Scale Power Systems: Models, Algorithms and Applications", 2012/04 - 2013/03, Grant No. 201209A.
(Past) Research Experience
2015.11 – 2017.8, Postdoctoral Fellow
University of Alberta, Edmonton, Canada. Mentor: Dr. Wilsun Xu
• Power disturbance analytics for self-awareness of smart grid
• Advanced algorithm development for sensor array measurement
• Power system modelling and equivalence
2014.7 – 2015.10, Postdoctoral Fellow
Zhejiang University, Hangzhou, China. Mentor: Prof. Youxian Sun
• Applications of SOPF on practical province-level power systems
• Algorithm enhancement for large-scale dynamic optimization algorithms
• Parallel computing on heterogeneous computers with multicore CPUs and GPUs
• Multiple level decomposition and load balancing for massive parallel computing
2012.8 – 2013.11, Joint Ph.D. Scholar
Iowa State University, Ames, United States. Advisor: Dr. Venkataramana Ajjarapu
• Stochastic model for preventive-corrective stability constrained optimal power flow
• Dynamic optimization algorithm development: Direct multiple shooting method
• Reactive power reserves and stability constraints analysis for electricity markets
• Trajectory sensitivity analysis and its applications in power system dynamics
2009.8 – 2014.6, Graduate Research Assistant
Zhejiang University, Hangzhou, China. Advisor: Dr. Quanyuan Jiang
• Transient stability constrained optimal power flow (TSCOPF)
• Innovative NLP algorithm: Reduced-space interior point method (RIPM)
• Parallel computing with multicore CPU based Beowulf cluster
• Setup and maintain a 18 nodes, 200 cores laboratory cluster at ZJU
2009.7 – 2009.8, Graduate Intern
Railway Electrification Design Institute (EDI), Tianjin, China. Mentor: Pengcheng Su
• Power quality evaluation for high-speed railway electric traction system
• Hybrid electrical-magnetic-mechanical simulation for railway electrification system
2009.2 – 2009.6, Undergraduate Thesis Research
Zhejiang University, Hangzhou, China. Advisor: Dr. Quanyuan Jiang
• “Parallel computing based power system optimal power flow (OPF)”
• Investigation on parallel sparse linear solvers for fast solution of OPF
• Rated as “Top 100 Undergraduate Thesis” at Zhejiang University
2007.6 – 2009.6, Undergraduate Research Assistant
Zhejiang University, Hangzhou, China. Advisor: Dr. Quanyuan Jiang
• Automatic differentiation (AD) and its application in power system computation
• HVDC and FACTS modeling and integration in OPF
2008.10 – 2010.6, National Undergraduate Innovative Research Program
Zhejiang University, Hangzhou, China. Advisor: Dr. Quanyuan Jiang
• “Distributed microgrid energy management system based on PC cluster”
• Coordination algorithm for day-ahead and real-time operation of microgrids
2008.7 – 2008.9, Undergraduate Intern
Baishan Hydro Plant, Huadian, China. Mentor: Xiangdong Jiang
• Automatic generation control (AGC) system and unit low-frequency detection
• Industry intranet infrastructure design and deployment
2007.5 – 2008.5, Undergraduate Student Research Training Program (SRTP)
Zhejiang University, Hangzhou, China. Advisor: Dr. Yingying Yao
• “Integrated experimental platform for audio signal processing”
• Rated as “Outstanding” in the final project evaluation