Xiaozhe Wang

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Publications

Cahiers du GERAD

Mar 2023

G-2023-09
A data-driven polynomial chaos expansion-based method for microgrid ramping support capability assessment and enhancement

Mohan Du and Xiaozhe Wang

Microgrids (MGs) are regarded as effective solutions to provide ramping support to the main grid during heavy-load periods. Nevertheless, the uncertain renew...

BibTeX reference

Articles

Jan 2024

A Comparative Study of Polynomial Chaos Expansion-Based Methods for Global Sensitivity Analysis in Power System Uncertainty Control

Xiaoting Wang, Rong-Peng Liu, Xiaozhe Wang, and François Bouffard

IEEE Transactions on Circuits and Systems II: Express Briefs, 71(1), 216–220, 2024 BibTeX reference

Nov 2023

On data-driven modeling and control in modern power grids stability: Survey and perspective

Xun Gong, Xiaozhe Wang, and Bo Cao

Applied Energy, 350, Paper no: 121740, 2023 BibTeX reference

Jul 2023

Physics-Shielded Multi-Agent Deep Reinforcement Learning for Safe Active Voltage Control with Photovoltaic/Battery Energy Storage Systems

Pengcheng Chen, Shichao Liu, Xiaozhe Wang, and Innocent Kamwa

IEEE Transactions on Smart Grid, 14(4), 2656–2667, 2023 BibTeX reference

May 2023

An Online Data-Driven Method to Locate Forced Oscillation Sources from Power Plants Based on Sparse Identification of Nonlinear Dynamics (SINDy)

Yaojie Cai, Xiaozhe Wang, Géza Joós, and Innocent Kamwa

IEEE Transactions on Power Systems, 38(3), 2085–2099, 2023 BibTeX reference

Mar 2023

A novel Koopman-inspired method for the secondary control of microgrids with grid-forming and grid-following sources

Xun Gong and Xiaozhe Wang

Applied Energy, 333, Paper no: 120631, 2023 BibTeX reference

Jan 2023

An Online Data-Driven Method for Microgrid Secondary Voltage and Frequency Control with Ensemble Koopman Modeling

Xun Gong, Xiaozhe Wang, and Géza Joós

IEEE Transactions on Smart Grid, 14(1), 68–81, 2023 BibTeX reference

Sep 2022

Estimation of Inertia for Synchronous and Non-Synchronous Generators Based on Ambient Measurements

Jinpeng Guo and Xiaozhe Wang

IEEE Transactions on Power Systems, 37(5), 3747–3757, 2022 BibTeX reference

May 2022

Online purely data-driven estimation of inertia and center-of-inertia frequency for power systems with VSC-interfaced energy sources

Jinpeng Guo, Xiaozhe Wang, and Boon-Teck Ooi

International Journal of Electrical Power & Energy Systems, 137, Paper no: 107643, 2022 BibTeX reference

Mar 2022

Incomplete Information Stochastic Game Theoretic Vulnerability Management for Wide-Area Damping Control Against Cyber Attacks

Qingyang Li, Yang Li, Shichao Liu, Xiaozhe Wang, and Hicham Chaoui

IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 12(1), 124–134, 2022 BibTeX reference

Mar 2022

A model-free sparse wide-area damping controller for inter-area oscillations

Ilias Zenelis and Xiaozhe Wang

International Journal of Electrical Power & Energy Systems, 136, Paper no: 107609, 2022 BibTeX reference

Jan 2022

A Data-Driven Uncertainty Quantification Method for Stochastic Economic Dispatch

Xiaoting Wang, Rong-Peng Liu, Xiaozhe Wang, Yunhe Hou, and François Bouffard

IEEE Transactions on Power Systems, 37(1), 812–815, 2022 BibTeX reference

Proceedings

Jul 2023

A Data-Driven Polynomial Chaos Expansion-Based Method for Microgrid Ramping Support Capability Assessment and Enhancement

Mohan Du and Xiaozhe Wang

2023 IEEE Power & Energy Society General Meeting (PESGM), Orlando, Florida USA, 1–5, 2023 BibTeX reference

Oct 2022

Comparative Study of Data-Driven Dynamic Load Model Identification Methods Based on Simulated and Actual PMU Data

Chuang Qi and Xiaozhe Wang

The 54th North American Power Symposium (NAPS 2022), Salt Lake City, Utah, USA, 2022 BibTeX reference

Jul 2022

A Sparse Polynomial Chaos Expansion- Based Method for Probabilistic Transient Stability Assessment and Enhancement

Jingyu Liu, Xiaoting Wang, and Xiaozhe Wang

2022 IEEE PES General Meeting, 2022 BibTeX reference