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ORCIDLipeng Zhu 0002
Person information
- affiliation: Hunan University, College of Electrical and Information Engineering, Changsha, China
- affiliation: University of Hong Kong, Department of Electrical and Electric Engineering, Hong Kong
- affiliation (PhD 2018): Tsinghua University, Beijing, China
Other persons with the same name
- Lipeng Zhu — disambiguation page
- Lipeng Zhu 0001
![[0000-0002-7587-8876]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-7587-8876")
— National University of Singapore, Department of Electrical and Computer Engineering, Singapore (and 1 more) - Lipeng Zhu 0003 — Xidian University, School of Cyber Engineering, Shaanxi, China (and 1 more)
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2020 – today
- 2025
[j23]Wei Zhang, Cong Zhang, Quan Zhou, Jiayong Li, Lipeng Zhu, Shiran Cao, Zhikang Shuai:
Spatial-Temporal Resilience Assessment of Distribution Systems Under Typhoon Coupled With Rainstorm Events. IEEE Trans. Ind. Informatics 21(1): 188-197 (2025)- [j22]Limengqian Zheng, Lipeng Zhu, Weijia Wen, Jiayong Li, Cong Zhang:
Three-Stage Composite Outlier Identification of Wind Power Data: Integrating Physical Rules With Regression Learning and Mathematical Morphology. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j21]Yingping Cao, Bin Zhou, Chi Yung Chung, Ke Zhou, Lipeng Zhu, Zhikang Shuai:
Resilience-Oriented Coordinated Topology Reconfiguration of Electricity and Drainage Networks With Distributed Mobile Emergency Resources. IEEE Trans. Smart Grid 16(1): 786-800 (2025) - [j20]Jiayong Li, Mengwei Zhang, Zhikang Shuai, Hengxi Liu, Binxian Li, Cong Zhang, Lipeng Zhu:
Two-Stage Hybrid Optimization of Aggregated Distributed Generalized Energy Storages for Complete Uncertainty Elimination. IEEE Trans. Smart Grid 16(3): 2075-2086 (2025) - 2024
- [j19]Lipeng Zhu, Weijia Wen, Jiayong Li, Cong Zhang, Yangwu Shen, Yunhe Hou, Tao Liu:
Structure-Aware Recurrent Learning Machine for Short-Term Voltage Trajectory Sensitivity Prediction. IEEE Internet Things J. 11(9): 15128-15139 (2024) - [j18]Lipeng Zhu, Weijia Wen, Jiayong Li, Cong Zhang, Bin Zhou, Zhikang Shuai:
Deep Active Learning-Enabled Cost-Effective Electricity Theft Detection in Smart Grids. IEEE Trans. Ind. Informatics 20(1): 256-268 (2024) - [j17]Lipeng Zhu, Weijia Wen, Yinpeng Qu, Feifan Shen, Jiayong Li, Yue Song, Tao Liu:
Robust Representation Learning for Power System Short-Term Voltage Stability Assessment Under Diverse Data Loss Conditions. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6035-6047 (2024) - [i4]Congbo Bi, Lipeng Zhu, Di Liu, Chao Lu:
Make Safe Decisions in Power System: Safe Reinforcement Learning Based Pre-decision Making for Voltage Stability Emergency Control. CoRR abs/2405.16485 (2024) - 2023
- [j16]Yonghong Luo, Chao Lu, Lipeng Zhu, Jie Song:
Graph Convolutional Network-Based Interpretable Machine Learning Scheme in Smart Grids. IEEE Trans Autom. Sci. Eng. 20(1): 47-58 (2023) - [j15]Jiayong Li, Daosen Xu, Jianhui Wang, Bin Zhou, Ming-Hao Wang, Lipeng Zhu:
P2P Multigrade Energy Trading for Heterogeneous Distributed Energy Resources and Flexible Demand. IEEE Trans. Smart Grid 14(2): 1577-1589 (2023) - [j14]Yang Shen, Yelun Peng, Zhikang Shuai, Quan Zhou, Lipeng Zhu, Zheng John Shen, Mohammad Shahidehpour:
Hierarchical Time-Series Assessment and Control for Transient Stability Enhancement in Islanded Microgrids. IEEE Trans. Smart Grid 14(5): 3362-3374 (2023) - [j13]Jiazuo Hou, Shunbo Lei, Yue Song, Lipeng Zhu, Wei Sun, Yunhe Hou:
The Cost and Benefit of Enhancing Cybersecurity for Hybrid AC/DC Grids. IEEE Trans. Smart Grid 14(6): 4758-4771 (2023) - [i3]Yang Li, Jiting Cao, Yan Xu, Lipeng Zhu, Zhao Yang Dong:
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance. CoRR abs/2310.11690 (2023) - 2022
- [j12]Tao Liu, Yue Song, Lipeng Zhu, David J. Hill:
Stability and Control of Power Grids. Annu. Rev. Control. Robotics Auton. Syst. 5: 689-716 (2022) - [j11]Lipeng Zhu, Yue Song:
Sequential Data-Driven Automatic Calibration of Wind Turbine Fault Information in Smart Grids. IEEE Internet Things J. 9(11): 8943-8952 (2022) - [j10]Lipeng Zhu, David J. Hill, Chao Lu:
Auto-Starting Semisupervised-Learning-Based Identification of Synchrophasor Data Anomalies. IEEE Internet Things J. 9(15): 13651-13663 (2022) - [j9]Lipeng Zhu, David J. Hill:
Data/Model Jointly Driven High-Quality Case Generation for Power System Dynamic Stability Assessment. IEEE Trans. Ind. Informatics 18(8): 5055-5066 (2022) - 2021
- [j8]Lipeng Zhu, David J. Hill:
Cost-Effective Bad Synchrophasor Data Detection Based on Unsupervised Time-Series Data Analytic. IEEE Internet Things J. 8(3): 2027-2039 (2021) - [j7]Lipeng Zhu, Junjie Lin:
Learning Spatiotemporal Correlations for Missing Noisy PMU Data Correction in Smart Grid. IEEE Internet Things J. 8(9): 7589-7599 (2021) - [j6]Lipeng Zhu, David J. Hill, Chao Lu:
Intelligent Short-Term Voltage Stability Assessment via Spatial Attention Rectified RNN Learning. IEEE Trans. Ind. Informatics 17(10): 7005-7016 (2021) - [j5]Lipeng Zhu, David J. Hill:
Spatial-Temporal Data Analysis-Based Event Detection in Weakly Damped Power Systems. IEEE Trans. Smart Grid 12(6): 5472-5474 (2021) - [i2]Yonghong Luo, Chao Lu, Lipeng Zhu, Jie Song:
Data-Driven Short-Term Voltage Stability Assessment Based on Spatial-Temporal Graph Convolutional Network. CoRR abs/2103.03729 (2021) - 2020
- [j4]Peng Ji, Lipeng Zhu, Chao Lu, Wei Lin, Jürgen Kurths:
How Price-Based Frequency Regulation Impacts Stability in Power Grids: A Complex Network Perspective. Complex. 2020: 6297134:1-6297134:10 (2020) - [j3]Lipeng Zhu, Chao Lu, Innocent Kamwa, Haibo Zeng:
Spatial-Temporal Feature Learning in Smart Grids: A Case Study on Short-Term Voltage Stability Assessment. IEEE Trans. Ind. Informatics 16(3): 1470-1482 (2020) - [j2]Lipeng Zhu, Chao Lu, Yonghong Luo:
Time Series Data-Driven Batch Assessment of Power System Short-Term Voltage Security. IEEE Trans. Ind. Informatics 16(12): 7306-7317 (2020) - [i1]Lipeng Zhu, David J. Hill:
Cost-Effective Bad Synchrophasor Data Detection Based on Unsupervised Time Series Data Analytics. CoRR abs/2005.01060 (2020)
2010 – 2019
- 2017
- [j1]Lipeng Zhu, Chao Lu, Zhao Yang Dong, Chao Hong:
Imbalance Learning Machine-Based Power System Short-Term Voltage Stability Assessment. IEEE Trans. Ind. Informatics 13(5): 2533-2543 (2017)
Coauthor Index
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