Power System Operation Analysis
Dr. Geng is offering the course of Power System Operation Analysis in Fall 2018. 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.
- Semester: Fall 2018, Spring 2020
- Audience: Both international and domestic graduate students
- Language: English
- Credit: 2.0
- Textbook: Power System Control and Stability (2nd Edition) by P.M.Anderson and A.A.Fouad, Wiley-IEEE Press, 2003.
Spring 2020: Due to the impact of coronavirus, the course is offered online. Please find the course page on Learning in ZJU.
Fall 2018: Please find the syllabus of the course here. [Syllabus-Fall2018.pdf]
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.
As the course is given in Chinese, please refer to Chinese page for details.
- Semester: Spring 2019, Spring 2020
- Audience: 2nd year domestic undergraduate students
- Language: Chinese
- Credit: 2.5
- Textbook: Dayi Yi, et al, Computational Methods (2nd Edition), Zhejiang University Press, 2002.
Spring 2020: Due to the impact of coronavirus, the course is offered online. Please find the course page on Learning in ZJU.
Spring 2019: Please find the slides, homeworks and lab instructions of this course from this ZJU Cloud Sharing Link, ZJU account login will be required.
Senior Design
Dr. Geng offers multiple senior design positions in his research group for fourth-year undergraduate students. The areas and typical topics (all with background in electrical engineering) include:
- High performance computing: design an efficient solver for power system computation on multi-core CPUs, GPUs and FPGAs (and their clusters).
- Artificial intelligence: develop an real-time inference system to predict if a power system is stable or not after large disturbances.
- Advanced sensing technique: build a non-invasive voltage/current sensor that is able to detect voltage/current on a conductor without touching the metal.
- Flexible wireless communication: create a wireless data relay, gateway and server to gather remote sensing data in the scenario of smart building/factory.
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.
Feel free to contact Dr. Geng if you have interest in any topics above.
Senior Design Projects Advising in 2019-2020
- Solar Generation Prediction using Multi-Sources Heterogeneous Data Fusion, 3160103070.
- Fast Inference of Power System Small-Signal Stability using Artificial Intelligence, 3150105814.
- Energy Storage Requirement Assessment for Urban Active Distribution Network, 3160100820.
- Non-Invasive Multi-Conductor Current Sensor Development for Internet of Things in Power Systems, 3160102130.
- Load Data Acquisition and its System Design based on Power Line Communication (Co-Advisor), 3160104238.
- Load Data Integration and Profiling based on Time-Series Database (Co-Advisor), 3160105852.
- Low-Voltage Load Deep Awareness based on Big Data Technology (Co-Advisor), 3160103029.
Senior Design Projects Advising in 2018-2019
- Deep and Synthetic Awareness for Low-Voltage Electric Loads, 3150104051.
- Edge-Cloud Interactive Computational Platform for Smart Electricity Utilization, 3150104276.
- Harmonic Source Tracing in Distribution Network using Sensor Network, 3150103573.
- Energy Storage Optimal Allocation Method and Planning Tools Development, 3150102968.
- Distrbuted and Coordinated Control for Active Distribution Network with Soft Opening Switches (Co-Advisor), 3150104056.
- Power System Uncertainty Analysis using Quantum Computing (Co-Advisor), 3130103878.
- Batched Data Generation Algorithm Development for Power System Study (Co-Advisor), 3150300083.
Senior Design Projects Advising in 2017-2018
- Non-Invasive Power Quality Monitor Development for Home Electric Appliances, 3140104214.
- Long-Distance Contactless Current Sensor Design for Transmission/Distribution Lines, 3140103340.
- Dynamic State Estimation using Kalman Filter for Power Systems (Co-Advisor), 3140103109.
- Transmission Line Fault Locating based on Embedded Artificial Intelligence (Co-Advisor), 3140103879.
- Non-parametric Bayesian Neuron Classification Algorithm (Co-Advisor), 3140100684.
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.
SRTP Advising in 2020-2021
- Low-Voltage User-Side Smart IoT Sensor, 2020R401054
- Big Data Enabled State of Health Monitoring for Electrochemistry based Energy Storage Systems, X20200119
- Optimal Dispatch Algorithm Development for Active Distribution Network, X20200127
SRTP Advising in 2019-2020
- High-Risk Electric Appliance Detection in University Student Dormitory using NILM, 201910335047
- Wireless Sensor Network for Smart Electrical Utilization Monitoring, X2019144
- Performance Evaluation of State-of-the-art Sparse Solvers for Power System Matrices, Y201918090
SRTP Advising in 2018-2019
- Fast Inference of Power System Transient Stability using Artificial Intelligence, X20180117
- Electrical Utilization Monitoring System for Smart Homes using NB-IoT Technology, X20180131