Junbo Zhao
Assistant Professor/Electrical and Computer Engr

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Scholarly Contributions

108 Scholarly Contributions

73
Journal Articles
22
Conference Proceedings
13
Poster/Presentations
WECC Composite Load Model Parameter Identification Using Deep Learning Approach
Nan Duan, S Rashid Khazeiynasab, Junbo Zhao
Research Type: Conference Proceedings

Interpretable Data-Driven Probabilistic Power System Load Margin Assessment with Uncertain Renewable Energy and Loads
Bendong Tan, Junbo Zhao, Nan Duan, Weijia Liu
Research Type: Conference Proceedings

An improved phasor estimation method based on matrix pencil and weighted least square
Yixiong Jia, Junbo Zhao, Zhifeng Luo, Dian Lu, Yu Liu, Yuhao Xie
Research Type: Conference Proceedings

Deeponet based uncertainty quantification for power system dynamics with stochastic loads
Christian Moya, Guang Lin, Junbo Zhao, Ketian Ye, Xiaodong Liu
Research Type: Conference Proceedings

Time-varying Inertia Estimation for Inverter-based Resources
Junbo Zhao, Daniel Adrian Maldonado, Jason Philhower, Bendong Tan
Research Type: Conference Proceedings

A Graph Convolutional Network for Active Distribution System Anomaly Detection Considering Measurement Spatial-temporal Correlations
Jing Yang, Jinxian Zhang, Junhui Zhao, Fei Ding, Junbo Zhao
Research Type: Conference Proceedings

Multi-Fidelity Learning for Distribution System Voltage Probabilistic Analysis with High Penetration of PVs
Yiyun Yao, Fei Ding, Yansong Pei, Ketian Ye, Junbo Zhao
Research Type: Conference Proceedings

A Temperature-Informed Data-Driven Approach for Behind-the-Meter Solar Disaggregation
Junbo Zhao, Yangmin Ding, Ting Wang, Soroush Vahedi, Elli Ntakou
Research Type: Conference Proceedings

Measurements-Feedback Linear Power Flow Model Considering Distribution System Parameter Errors
Yitong Liu, Junbo Zhao
Research Type: Conference Proceedings

Analytic Input Convex Neural Networks-based Model Predictive Control for Power System Transient Stability Enhancement
Xiao Chen, Tong Su, Xiaodong Liu, Junbo Zhao
Research Type: Conference Proceedings

Robust Learning-Assisted Data-Driven Congestion Management via Sparse Sensitivity Estimation
Junbo Zhao, Dipti Srinivasan, Yingqi Liang
Research Type: Conference Proceedings

Robust data-driven sparse estimation of power flow sensitivities for smart grid monitoring and operation
Junbo Zhao, Dipti Srinivasan, Pierluigi Siano, Yingqi Liang, Dhivya Sampath Kumar
Research Type: Conference Proceedings

Grid-Forming Inverters for Enhancing Stability and Resilience in Distribution Networks Under Transients and Restoration
Junbo Zhao, Bai Cui, Gab-Su Seo, Fei Ding, Alaa Selim
Research Type: Conference Proceedings

Deep Reinforcement Learning for Distribution System Cyber Attack Defense with DERs
Fei Miao, Alaa Selim, Sung Yeul Park, Junbo Zhao
Research Type: Conference Proceedings

Multi-Agent Deep Reinforcement Learning for Realistic Distribution System Voltage Control using PV Inverters
Yiyun Yao, Junbo Zhao, Fei Ding, Jiyu Wang, Yansong Pei
Research Type: Conference Proceedings

Explainable Bayesian Neural Network for Probabilistic Transient Stability Analysis Considering Wind Energy
Bendong Tan, Junbo Zhao, Hongming Zhang, Qiuhua Huang
Research Type: Conference Proceedings

Online Model-Free Chance-Constrained Distribution System Voltage Control Using DERs
Fei Ding, Haoyi Wang, Yiyun Yao, Junbo Zhao
Research Type: Conference Proceedings

Two-Stage Deep Reinforcement Learning for Distribution System Voltage Regulation and Peak Load Management
Fei Ding, Jiyu Wang, Junbo Zhao, Yansong Pei, Yiyun Yao
Research Type: Conference Proceedings

Deep Reinforcement Learning for Distribution System Restoration using Distributed Energy Resources and Tie-Switches
Fei Ding, Alaa Selim, Junbo Zhao, Xiangyu Zhang
Research Type: Conference Proceedings

Distributed Fiber Optic Sensing for Fault Localization Caused by Fallen Tree Using Physics-informed ResNet
Junbo Zhao, Zhuocheng Jiang, Yangmin Ding, Sarper Ozharar, Yue Tian, Ting Wang
Research Type: Conference Proceedings