Research

Catelog
  - Keywords
  - Research Interests
  - Research Grants
  - Research Experience

Keywords

Guangchao's Keywords

Research Interests

Research Grants

(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

Recent Updates

  • 26 Jan 2019

    Dr. Geng was recently awarded as one of 2018 Outstanding Faculty Members in College of Electrical Engineering, Zhejiang University.

  • 18 Jan 2019

    One of our paper titled "Fast Transient Stability Batch Assessment using Cascaded Convolutional Neural Networks" was recently accepted by IEEE Transactions on Power Systems.

  • 06 Dec 2018

    One research paper "Energy Management of CHP-based Microgrid with Thermal Storage for Reducing Wind Curtailment" was recently featured in the Editor's Choice section of Journal of Energy Engineering.

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