Teaching

Catelog
  - Undergraduate Courses
  - Graduate Courses
  - Senior Design
  - Research Training and Competitions
  - Teaching Development Projects and Awards

Undergraduate Courses

Fundamentals of Artificial Intelligence (A)

This course is offered to first-year undergraduate students with no specific major restriction at Zhejiang University.

Energy Storage Technologies

This course is offered to fourth-year undergraduate students majoring Electrical Engineering and its Automation at Zhejiang University.

Computational Methods

This course is offered to second-year undergraduate students with the major of Electrical Engineering and its Automation, at College of Electrical Engineering, Zhejiang University.

Graduate Courses

Power System Analysis and Computation

This course is specially designed for Master/Doctor of Engineering students with the focus of professional practice. International students are also welcomce to attend this course as it is offered in bilingual.

Energy Storage System and its Applications

This course is specially designed for Master of Engineering students enrolled in Energy Storage Science and Engineering Program at the Polytechnic Institute, Zhejiang University.

Power System Operation Analysis

This course is offered in English (incl. lectures, assignments and projects) to graduate students with the research focus on power systems, at College of Electrical Engineering, Zhejiang University.

All international students in the program of electrical engineering are encouraged to take this course to fulfill graduate degree credit requirement. Domestic students are also welcome, since this course is expected to be replacable to the course with the same name but given in Chinese.

Spring 2023: This course is no longer offered starting from this semester. For students in academic degree program, please go to the course with the same name offered by Dr. Quanyuan Jiang instead. For students in professional degree program, please go to the course of "Power System Analysis and Computation" newly offered by Dr. Guangchao Geng.

Senior Design

Dr. Geng offers multiple senior design positions in his research group for fourth-year undergraduate students.

For the students enrolled in the senior design, office and lab space will be provided. You will take advantage of the facility at our lab. Necessary reimbursement for research material expense will be offered.

2025-2026

  1. Simulation Study on HVDC Transmission System of Renewable Energy Base with Grid-Forming Energy Storage, 3220101706.
  2. State of Charge Estimation Method for Second-Life Retired Traction Batteries, 3220103135.
  3. Quantitative Basis for Grid-Forming Energy Storage Requirements and Smooth Switching Method Between Grid-Following and Grid-Forming Modes Under Complex Operating Conditions (Co-Advisor), 3220102901.
  4. Provincial Photovoltaic Power Station Cluster Forecasting Based on Pre-trained Time Series Foundation Models (Co-Advisor), 3220103554.
  5. Profit Evaluation Method for Residential Photovoltaic-Storage-Charging Systems Considering Multiple Operating Conditions (Co-Advisor), 3220103473.
  6. Economic Analysis and Optimal Configuration of Energy Storage for Renewable Energy Generation Bases (Co-Advisor), 3220104694.
  7. Data-Driven Prediction of Lithium-Ion Battery Performance Evolution Trends (Co-Advisor), 3220102285.
  8. Intelligent Control Method for User-Side Resources Considering Privacy Preservation (Co-Advisor), 3220102445.
  9. Power System Power Flow Adjustment Method Driven by Synergy Between Large Language Models and Numerical Simulation Software (Co-Advisor), 3220105761.
  10. Energy Management Technology for Photovoltaic-Storage-Charging Parks Based on Large Language Model Toolchain Invocation (Co-Advisor), 3220105717.
  11. Multi-Service Revenue Evaluation Method for Energy Storage Stations Oriented to Market Operation (Co-Advisor), 3220105215.

2024-2025

  1. Data-Driven Dynamic Aggregation and Regulation Capability Assessment Methods for Distributed Flexible Resources, 3210104497.
  2. Rapid Verification Methods for Power System Stability Control Settings Based on Continuous Learning (Co-Advisor, Off-Campus Project), 3210100692. Excellent Completion
  3. Grid-Forming Energy Storage Control Strategies for Black Start in Renewable Energy Power Systems (Co-Advisor), 3210103849.
  4. Development of a Revenue Assessment System for Household Photovoltaic-Storage-Charging Microgrids (Co-Advisor), 3210102283.
  5. Scenario-Oriented Generation Methods for Power System Operation Based on Large Language Models (Co-Advisor), 3210104107. Excellent Completion

2023-2024

  1. Cluster Prediction for Solar Photovoltaic Generation Stations, 3200104306. Excellent Completion
  2. Design of Non-Intrusive Unified Detection Platform for Energy Storage Battery (Co-Advisor), 3200100547. Excellent Completion
  3. Microgrid Intelligent Operation Strategy based on Reinforcement Learning (Co-Advisor), 3200102641.
  4. Revenue Analysis of Commercial Energy Storage System (Co-Advisor), 3200103907.

2022-2023

  1. Software Development of Photovoltaic Generation and Energy Storage System Income Analysis in Low-Carbon Emission Buildings, 3190101871.
  2. Surrogate Model of Power System Transient Stability: Method and Applications, 3190106042.
  3. Algorithm Performance Benchmark Set Design for Security-Constrained Unit Commitment, 3190102548.
  4. Design and Development of Group Prediction System for Solar Photovoltaic Generation Stations using Stream Computing (Co-Advisor), 3190104041.
  5. Business Scheme Design of Multi-Type Clean Energy Generation Aggregator (Co-Advisor), 3190100484.
  6. Multi-Physics Simulation for Energy Storage Battery using COMSOL Software (Co-Advisor), 3190104830.
  7. Li-Ion Battery Aging Status Evaluation Algorithm Design using X-Ray Computational Tomography (Co-Advisor), 3190102026.
  8. Modeling and Electro-Magnetic Simulation of Three-Phase Power Conversion System for Energy Storage (Co-Advisor), 3190104119.
  9. Big Data based Charging Behavior Analysis for Residential Electric Vehicle Group (Co-Advisor), 3190102183.

2021-2022

  1. Business Scheme of Shared Energy Storage: Design and Analysis, 3180106062.
  2. Online Learning and Distributed Control for Residential Demand Response, 3180106101.
  3. Operational Bottleneck Identification and Energy Storage Allocation Software: Design and Development, 3180102811.
  4. Parallel Computing for Power System Dynamic State Estimation, 3180105674.
  5. Battery Degradation Mechanism Analysis and Modelling for Battery Energy Storage Systems (Co-Advisor), 3180103319. Excellent Completion
  6. Characteristic Feature Analysis Method Design for Non-Intrusive Load Monitoring (Co-Advisor), 3180101854.
  7. Operational Data Visualization System Development for Battery Energy Storage System (Co-Advisor), 3180102266.
  8. Demand Response Transaction System Design based on Blockchain (Co-Advisor), 3180105859.

2020-2021

  1. Design and Development of Power System Internet of Things Simulator, 3170105098.
  2. Design and Development of Scale-Down Test Bed for Battery Energy Storage Systems, 3170102365.
  3. SCADA Data System Design for Battery Energy Storage Systems, 3170104126.
  4. Consensus based Distributed Energy Management Algorithm Development for Microgrid, 3170105813.
  5. Data Driven Electricity Usage Prediction for Campus-level Microgrid, 3170105676.
  6. Artificial Intelligence based Dynamic Parameter Estimation for Synchronous Generator (Co-Advisor), 3170100968.
  7. Interactive Front-End Design and Development for Cloud-based Electricity Utilization Monitoring System of Smart Community (Co-Advisor), 3170105351.
  8. Structure Design and Prototype Development of IoT Sensing Device for Low-Voltage Distribution System (Co-Advisor), 3170104779.
  9. Big Data Analytics Algorithm for Battery Energy Storage System Secure Operation (Co-Advisor), 3170105057. Excellent Completion
  10. Operational Flexibility Assessment and Energy Storage Dispatch Algorithm Development for Distribution Systems (Co-Advisor), 3170102626.

2019-2020

  1. Solar Generation Prediction using Multi-Sources Heterogeneous Data Fusion, 3160103070.
  2. Fast Inference of Power System Small-Signal Stability using Artificial Intelligence, 3150105814.
  3. Energy Storage Requirement Assessment for Urban Active Distribution Network, 3160100820.
  4. Non-Invasive Multi-Conductor Current Sensor Development for Internet of Things in Power Systems, 3160102130.
  5. Load Data Acquisition and its System Design based on Power Line Communication (Co-Advisor), 3160104238.
  6. Load Data Integration and Profiling based on Time-Series Database (Co-Advisor), 3160105852. Excellent Completion
  7. Low-Voltage Load Deep Awareness based on Big Data Technology (Co-Advisor), 3160103029.

2018-2019

  1. Deep and Synthetic Awareness for Low-Voltage Electric Loads, 3150104051.
  2. Edge-Cloud Interactive Computational Platform for Smart Electricity Utilization, 3150104276.
  3. Harmonic Source Tracing in Distribution Network using Sensor Network, 3150103573.
  4. Energy Storage Optimal Allocation Method and Planning Tools Development, 3150102968.
  5. Distrbuted and Coordinated Control for Active Distribution Network with Soft Opening Switches (Co-Advisor), 3150104056.
  6. Power System Uncertainty Analysis using Quantum Computing (Co-Advisor), 3130103878.
  7. Batched Data Generation Algorithm Development for Power System Study (Co-Advisor), 3150300083.

2017-2018

  1. Non-Invasive Power Quality Monitor Development for Home Electric Appliances, 3140104214.
  2. Long-Distance Contactless Current Sensor Design for Transmission/Distribution Lines, 3140103340.
  3. Dynamic State Estimation using Kalman Filter for Power Systems (Co-Advisor), 3140103109.
  4. Transmission Line Fault Locating based on Embedded Artificial Intelligence (Co-Advisor), 3140103879.
  5. Non-parametric Bayesian Neuron Classification Algorithm (Co-Advisor), 3140100684.

Research Training and Competitions

Student Research Training Program (SRTP)

Please refer to the topics in senior design if you are looking for an SRTP project (and/or advisor). Feel free to contact Dr. Geng if you like working in related areas for your SRTP project.

2026
  1. ReBoost: Retired Battery Mobile Capacity Expansion Device Based on Large Model Load Forecasting and Multi-Agent Reinforcement Learning
  2. High-Resolution 3D Reconstruction and Safety Inspection of Batteries Based on Multi-Region XCT Data Fusion
  3. Energy Management Method for Residential Photovoltaic-Storage-Charging Microgrid Considering Equivalent Economic Operation Zones
2025
  1. Revenue Assessment and Optimal Configuration of Residential PV-ESS-Charging Microgrids, X2025084.
2024
  1. Development of an Anomaly Detection System for Lithium-ion Energy Storage Batteries Based on Temperature Field Reconstruction, 2024R401028.
  2. Research and Development of Intelligent Control Methods and Devices for Household Photovoltaic-Storage-Charging Systems, X2024088.
2023
  1. Software Development of Revenue Evaluation of User-Side Power Energy Storage System, Y202304116.
  2. Electric Vehicle Smart Charging Pile Prototype Development with "Cloud-Pile-Vehicle" Coordination, Y202304117.
2022
  1. Power System Dynamic State Estimation Based on Heterogeneous Computing Acceleration, 2022R401032
  2. Cluster Analysis of Photovoltaic Power Plant Output Based on Big Data Mining, X2022077
  3. Digital Controlled Lithium-Ion Battery Holder based on X-Ray CT, X2022089
2021
  1. Non-Invasive Energy Storage Battery Health Condition Sensor, 2021R401050
  2. Non-Intrusive Low-Voltage Cable Condition Monitoring Sensor, 2021R401049
  3. Mini-Simulator of Battery Energy Storage System, X20210124
  4. Health Evaluation Device based on Infrared Thermal Imaging (Co-Advisor), 2021R401046
2020
  1. Low-Voltage User-Side Smart IoT Sensor, 2020R401054
  2. Big Data Enabled State of Health Monitoring for Electrochemistry based Energy Storage Systems, X20200119
  3. Optimal Dispatch Algorithm Development for Active Distribution Network, X20200127
2019
  1. High-Risk Electric Appliance Detection in University Student Dormitory using NILM, 201910335047
  2. Wireless Sensor Network for Smart Electrical Utilization Monitoring, X2019144
  3. Performance Evaluation of State-of-the-art Sparse Solvers for Power System Matrices, Y201918090
2018
  1. Fast Inference of Power System Transient Stability using Artificial Intelligence, X20180117
  2. Electrical Utilization Monitoring System for Smart Homes using NB-IoT Technology, X20180131

"Qi Zhen Wen Xue"

2025
  1. Generalized Time Series Foundation Model for Electric Load Management

ZJU-UIUC Institute Undergraduate Summer Research Project

2024
  1. State Evaluation Methods for Lithium-ion Energy Storage Batteries Based on Multi-source Non-invasive Big Data, Excellent Completion
  2. Collaborative Control Strategy for Distributed Energy Storage to Mitigate Three-phase Power Imbalance in Residential Areas

China Electrotechnical Society - Electrical & Electronic Engineering Innovation Competition

3rd Competition (2024)
  1. Orderly Charging Control System for Electric Vehicle Cluster based on Smart Meter, Provincial Second Prize
  2. Digital Twin-Driven Regional Power Grid Autonomous Operation Navigation Software, Provincial Third Prize
2nd Competition (2023)
  1. Online Intelligent Control Decision Software for New Type Power System, National Third Prize
  2. Non-Intrusive Multi-Core Cable Current Sensor, East China Regional First Prize
1st Competition (2022)
  1. Safety Detection of Non-Invasive Lithium-Ion Energy Storage Battery, National Third Prize
  2. High-Performance Dynamic State Estimation of Power System for Digital Twin and its Prototype Development, East China Regional Second Prize

Challenge Cup: Extracurricular Academic Science and Technology Works Competition for College Students

2025 National Competition
  1. Ordered Centurion Charging — An Electric Vehicle Ordered Charging Control System Considering Vehicle-Charger-Grid Interaction, Grand Prize
  2. Team Members: Zhouzhi Xiong, Qicheng Chu, Yanhe Shi, Shuqi Xu, Zhuojun Jiang, Qianhao Jin, Yihong Song, Xuanru Zhou
  3. Advisors: Quanyuan Jiang, Guangchao Geng, Shusheng Xiong
  4. Industry Advisor: Chuanzi Xu (Innovation Center, State Grid Hangzhou Power Supply Company)
2025 Competition in Zhejiang Province
  1. Ordered Centurion Charging — An Electric Vehicle Ordered Charging Control System Considering Vehicle-Charger-Grid Interaction, Gold Award
  2. Team Members: Zhouzhi Xiong, Qianhao Jin, Shuqi Xu, Chenxu Guo, Zhuoqun Jiang, Xuanru Zhou, Qicheng Chu, Yanhe Shi, Chenxi Ji
  3. Advisors: Quanyuan Jiang, Guangchao Geng, Jianhai Chen
  4. Industry Advisor: Chuanzi Xu (Innovation Center, State Grid Hangzhou Power Supply Company)

Awards for Graduate Students Advised

  1. 2025, Second Prize of the 5th National University Student Technology Innovation and Entrepreneurship Competition (Yingning Huo, Muchun Wan, Haotian Dong, Kaijia Mo, Shaoqin Gu)
  2. 2024, Excellent Innovation Achievement of Professional Degree Graduate Students in Zhejiang Province, Class A (Muchun Wan)
  3. 2023, Excellent Practice Achievement of Professional Degree Graduate Students in Zhejiang Province (Xunjun Chen)
  4. 2022, Excellent Practice Achievement of Professional Degree Graduate Students in Zhejiang Province (Lingling Ju)

Teaching Development Projects and Awards

Teaching Reform Projects

  1. 2025, Zhejiang Provincial First-class Online AI General Education Course (Fundamentals of Artificial Intelligence A)
  2. 2025, Zhejiang University Undergraduate AI Interdisciplinary Course Construction Project (Energy Storage Technology)
  3. 2025, Zhejiang University Undergraduate Smart MOOC Construction Project (Energy Storage Technology)
  4. 2023, Zhejiang Provincial Ordinary Undergraduate Universities "14th Five-Year Plan" Teaching Reform Project (Exploration and Practice of Cultivating Top-Notch Talents in Electrical Engineering Undergraduate Majors to Support National Development through Science and Education)
  5. 2023, Zhejiang University Professional Degree Doctoral Core Course Construction Project (Power System Analysis and Calculation)
  6. 2021, Zhejiang Provincial First-class Course (Computational Methods)
  7. 2021, Zhejiang University Undergraduate "Online and Offline Blended Course" Cultivation Project (Computational Methods)
  8. 2021, Zhejiang University Professional Degree Graduate Practical Course (Energy Storage Systems and Applications)
  9. 2020, Zhejiang University First-class Undergraduate Course (Computational Methods)
  10. 2020, Zhejiang University University-level Graduate Textbook Project (Power System Operation Analysis)
  11. 2019, Zhejiang University University-level "Curriculum Ideology and Politics" Construction Project

Teaching Awards

  1. 2025, Zhejiang University Teaching Achievement Award Second Prize (Construction of Practical Training System for Top-Notch Talents in "3+X" Electrical Engineering Layout)
  2. 2025, SmartTree Network "Online Shared Premium Course" (General Fundamentals of Artificial Intelligence - Science, Engineering, Agriculture and Medicine)
  3. 2025, College of Electrical Engineering "Undergraduate Excellent Demonstration Course" (Computational Methods)
  4. 2024, Zhejiang Provincial Excellent Graduate Teaching Case (Power System Analysis and Calculation: Dynamic Parameter Identification and State Estimation Technology for Synchronous Generator Units in Power Systems)
  5. 2024, Zhejiang University Professional Degree Graduate Education Excellent Teaching Case (Power System Analysis and Calculation: Dynamic Parameter Identification and State Estimation Technology for Synchronous Generator Units in Power Systems)
  6. 2023, College of Electrical Engineering "Undergraduate Excellent Demonstration Course" (Computational Methods)
  7. 2021, College of Electrical Engineering "Undergraduate Excellent Demonstration Course" (Computational Methods)

Recent Updates

  • Apr 17, 2026

    Our research work “Non-Destructive Characterization of Structural Deformation and Electrochemical Degradation in Retired Prismatic Lithium-Ion Batteries from Electric Vehicles” was recently accepted by Journal of Energy Storage.

  • Apr 15, 2026

    Our research work “Inertia-aware Frequency Regulation for Renewable Energy Cluster with Energy Storage” was recently accepted by International Journal of Electrical Power and Energy Systems.

  • Mar 02, 2026

    Our research work “Batch Assessment of Short-Term Voltage Stability Based on Proactive Searching of Critical Operating Point” was recently accepted by IEEE Transactions on Power Systems.

  • Feb 25, 2026

    Our research work “Multi-Station Photovoltaic Forecasting Using Graph Neural Networks with Terrain Features” was recently accepted by IET Renewable Power Generation.

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