Chao Ren
Orcid: 0000-0001-9096-8792Affiliations:
- Nanyang Technological University, Interdisciplinary Graduate School, School of Electrical and Electronic Engineering, Singapore
According to our database1,
Chao Ren
authored at least 13 papers
between 2020 and 2024.
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Bibliography
2024
Achieving 500X Acceleration for Adversarial Robustness Verification of Tree-Based Smart Grid Dynamic Security Assessment.
IEEE CAA J. Autom. Sinica, March, 2024
SecFedSA: A Secure Differential-Privacy-Based Federated Learning Approach for Smart Cyber-Physical Grid Stability Assessment.
IEEE Internet Things J., February, 2024
On Credibility of Adversarial Examples Against Learning-Based Grid Voltage Stability Assessment.
IEEE Trans. Dependable Secur. Comput., 2024
QFDSA: A Quantum-Secured Federated Learning System for Smart Grid Dynamic Security Assessment.
IEEE Internet Things J., 2024
2023
EFedDSA: An Efficient Differential Privacy-Based Horizontal Federated Learning Approach for Smart Grid Dynamic Security Assessment.
IEEE J. Emerg. Sel. Topics Circuits Syst., September, 2023
A Universal Defense Strategy for Data-Driven Power System Stability Assessment Models Under Adversarial Examples.
IEEE Internet Things J., 2023
2022
A Transfer Learning Method for Forecasting Masked-Load With Behind-the-Meter Distributed Energy Resources.
IEEE Trans. Smart Grid, 2022
Vulnerability Analysis, Robustness Verification, and Mitigation Strategy for Machine Learning-Based Power System Stability Assessment Model Under Adversarial Examples.
IEEE Trans. Smart Grid, 2022
Robustness Verification for Machine-Learning-Based Power System Dynamic Security Assessment Models Under Adversarial Examples.
IEEE Trans. Control. Netw. Syst., 2022
A Gramian Angular Field Transform-Based Higher-Dimension Data-Driven Method for Post-Fault Short-Term Voltage Stability Assessment.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
2021
A Hierarchical Data-Driven Method for Event-Based Load Shedding Against Fault-Induced Delayed Voltage Recovery in Power Systems.
IEEE Trans. Ind. Informatics, 2021
Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
2020
A Hybrid Randomized Learning System for Temporal-Adaptive Voltage Stability Assessment of Power Systems.
IEEE Trans. Ind. Informatics, 2020