CV

Education

• Ph.D in Electrical Engineering, Southern Methodist University, Dallas, United States, 2022 (expected)
  • supervisor: Dr. Jianhui Wang, Fellow, IEEE
  • GPA: 4/4
• M.S. in Electrical Engineering (Power System and Its Automation), South China University of Technology, Guangzhou, China, 2019
  • Thesis: A Probabilistic Approach for Equivalence of Active Distribution Networks Considering the Uncertainty of Renewable Energy Sources, supervisor: Prof. Q. H. Wu, Fellow, IEEE
  • GPA: 88.5/100 3.75/4
• B.S. in Hydropower Engineering, Huazhong University of Science and Technology, Wuhan, China, 2016
  • Thesis: Chaotic Anti-predator Particle Swarm Optimization for Short-term Generation Scheduling in Hydrothermal Power System, supervisor: Dr. Hui Qin
  • GPA: 90.0/100 3.92/4

Publications

A Modified Ward Equivalent Based on Sensitivity Matrices for Static Security Analysis

Huang, Bin, et al. (2018). "A modified Ward equivalent based on sensitivity matrices for static security analysis." IEEJ Transactions on Electrical and Electronic Engineering. 13(11).

An Equivalent Modeling Method for Multi-port Area Load Based on the Extended Generalized ZIP Load Model

Huang, Bin, et al. (2018). "An Equivalent Modeling Method for Multi-port Area Load Based on the Extended Generalized ZIP Load Model." POWERCON 2018). Guangzhou, 6-8 Nov. 2018.

Electrical Network Equivalent Modeling Method with Boundary Buses Interconnected

Huang, Bin, et al. (2019). "Electrical Network Equivalent Modeling Method with Boundary Buses Interconnected." GTD Asia 2019). Bangkok, 19-23 March 2019.

Probabilistic active distribution network equivalence with correlated uncertain injections for grid analysis

Huang, Bin, et al. (2020). "Probabilistic active distribution network equivalence with correlated uncertain injections for grid analysis." IET Renewable Power Generation. 14(11).

An Evidential Reasoning Based Approach to Building Node Selection Criterion for Network Reduction

Huang, Bin, et al. (2020). "An Evidential Reasoning Based Approach to Building Node Selection Criterion for Network Reduction." arXiv.

Deep Reinforcement Learning-based Capacity Scheduling for PV-Battery Storage System

Huang, Bin, et al. (2020). "Deep Reinforcement Learning-based Capacity Scheduling for PV-Battery Storage System." IEEE TRANSACTIONS ON SMART GRID.

Skills

• Python: Pytorch, Tensorflow, numpy, pandas, seaborn, matplotlib, etc.
• Matlab: Simulink, MATPOWER, optimization toolbox, etc.
• Optimization Modeling and Solver: GAMS, AMPL, Gurobi, and Ipopt
• Linux and the usage of HPC

Talks

An Equivalent Modeling Method for Multi-port Area Load Based on the Extended Generalized ZIP Load Model

November 06, 2018

Poster Presentation at 2018 International Conference on Power System Technology, Guangzhou, China

Electrical Network Equivalent Modeling Method with Boundary Buses Interconnected

March 19, 2019

Poster Presentation at 2019 IEEE PES GTD Grand International Conference and Exposition Asia (GTD Asia), Bangkok, Thailand

Capacity Scheduling of Battery Storage System for EV Charging and Frequency Regulation - A Proximal Policy Optimization Approach

November 08, 2020

Invited Talk at Energy Efficient Vehicle Sharing System Session, INFORMS 2020 Virtual Annual Meeting