Qin-Juan Wang, Shan Yang, Yongli Zhu (2026). Agentic Application in Power Grid Static Analysis: Automatic Code Generation and Error Correction. 2026 9th International Conference on Energy, Electrical and Power Engineering (CEEPE).DOI
Elmar Ibrahimov, Xuefei Yin, Lee Weng, Yongli Zhu, Yanming Zhu, A. Liew (2026). AI-driven household electricity load forecasting: challenges, methods, and future directions. Artificial Intelligence Review.DOI
Jian Huang, Zixiang Ming, Yongli Zhu, Lin Xu (2026). On-Meter Graph Machine Learning: A Case Study of PV Power Forecasting for Grid Edge Intelligence. 2026 9th International Conference on Energy, Electrical and Power Engineering (CEEPE).DOI
Lin Xu, Chenghao Xu, Yongli Zhu, Bingliang Shan (2026). Meteorological pattern-conditioned generative machine learning in model predictive control optimization for wind power dispatch. Sustainable Energy, Grids and Networks.DOI
Yonghui Chen, Lijuan Zhao, Zhiniu Xu, Yongli Zhu (2026). An accurate spontaneous Brillouin scattering spectrum noise model and its validation. Optics and Lasers in Engineering.DOI
Bo Meng, Chenghao Xu, Yongli Zhu (2025). Deep Reinforcement Learning for Power Grid Multi-Stage Cascading Failure Mitigation. arXiv.org.DOI
Yongli Zhu, Qian-Zhi Zhang, Yishen Wang, Chaoxian Wu, Bo Meng (2025). Artificial Intelligence in Modern Power Systems: Recent Advances and Use Cases. Energies.DOI
Xihao Guo, Chenghao Xu, Zixiang Ming, Bo Meng, Shan Yang, Lin Xu, Yongli Zhu (2025). User–Feeder Topology Identification in Low-Voltage Residential Power Networks: A Clustering Fusion Approach. Energies.DOI
Lin Xu, Yongli Zhu (2025). Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation. IEEE Power & Energy Society General Meeting.DOI
Shan Yang, Yongli Zhu (2025). Offline Reinforcement Learning for Microgrid Voltage Regulation. arXiv.org.DOI
Jian Huang, Yongli Zhu, Lin Xu, Zhe Zheng, Wen-Peng Cui, Mingyang Sun (2025). On-Device Training of PV Power Forecasting Models in a Smart Meter for Grid Edge Intelligence. IEEE Open Access Journal of Power and Energy.DOI
Lijuan Zhao, Yonghui Chen, Zhiniu Xu, Ziqiang Han, Ziming Hua, Yongli Zhu (2025). Effect of single-mode fiber bending on the accuracy of optical fiber distributed sensing based on Brillouin scattering. Measurement Science and Technology.DOI
Yan Wang, Yongli Zhu (2025). Deep Residual Shrinkage Network Recognition Method for Transformer Partial Discharge. Electronics.DOI
Yang Yuxin, Yongli Zhu, Jinsong Wang, Haichao Yang, Jian Wu (2025). Optimization of Transient Control Parameters of Renewable Energy Considering Power Angle Stability and Over‐Voltage in the Power Generation Base. IET Generation Transmission & Distribution.DOI
Lin Xu, Jian Huang, Shan Yang, Yongli Zhu (2024). Edge Computing for Microgrid via MATLAB Embedded Coder and Low-Cost Smart Meters. International Conference Smart Grid and Smart Cities.DOI
Lin Xu, Yongli Zhu (2024). Generative Modeling and Data Augmentation for Power System Production Simulation. arXiv.org.DOI
Shan Yang, Yongli Zhu (2024). Distributed Stochastic ACOPF Based on Consensus ADMM and Scenario Reduction. 2024 7th International Conference on Power and Energy Applications (ICPEA).DOI
Yongli Zhu, Lin Xu, Jian Huang (2024). Embedded Machine Learning for Solar PV Power Regulation in a Remote Microgrid. 2024 7th International Conference on Power and Energy Applications (ICPEA).DOI
Yang Yuxin, Yongli Zhu, Jinsong Wang, Yan Li (2024). Research on identification method of abnormal grounding circulating current in single‐core AC submarine cable. IET Generation Transmission & Distribution.DOI
Xin Chun Shi, Tong Li, Fang Fang, Yongli Zhu, Weihong Yang, Bing Luo (2024). Dissolved Gas Analysis for Power Transformer Fault Diagnosis Combining Domain Knowledge and Capsule Network. IEEE Transactions on Dielectrics and Electrical Insulation.DOI
N. Cuadrado, Roberto Gutiérrez, Yongli Zhu, Martin Takác (2023). MAHTM: A Multi-Agent Framework for Hierarchical Transactive Microgrids. arXiv.org.DOI
Jia Li Ding, Yongli Zhu (2023). A novel fault localization method for asymmetric phase‐to‐ground faults on onshore wind farm collector lines without phasor measurement. IET Generation Transmission & Distribution.DOI
Yuxin Yang, Ziye Huang, Yongli Zhu (2023). Research on Circulation Current of Sheath and Armor of Single-core Submarine Cable Based on Impedance Matrix Analysis. IEEE International Electrical and Energy Conference (CIEEC).DOI
Yi Zhang, Fuzhou Liu, Jie Guan, Yongli Zhu (2023). Time-frequency Fusion Method via Convolutional Neural Network for Partial Discharge Classification. Journal of Physics Conference Series.DOI
Yongli Zhu, Guangyi Liu (2022). Application of triangle count in branch contingency screening. International Journal of Electrical Power & Energy Systems.DOI
Yan Wang, Yongli Zhu, Liguo Zhang (2022). Credibility-Based Fault Fusion Diagnosis Method for Power Transformer. IETE Journal of Research.DOI
Yongli Zhu, Hua Peng (2022). Multiple Random Forests Based Intelligent Location of Single-phase Grounding Fault in Power Lines of DFIG-based Wind Farm. Journal of Modern Power Systems and Clean Energy.DOI
Gang Liu, Yongli Zhu, Zheng Huang (2020). Dynamic Economic Dispatch with Wind Power Penetration Based on Non-Parametric Kernel Density Estimation. Electric Power Components and Systems.DOI
Angran Gao, Yongli Zhu, Weihao Cai, Yi Zhang (2020). Pattern Recognition of Partial Discharge Based on VMD-CWD Spectrum and Optimized CNN With Cross-Layer Feature Fusion. IEEE Access.DOI
Yongli Zhu, Hui Sheng Gao (2020). Improved Binary Artificial Fish Swarm Algorithm and Fast Constraint Processing for Large Scale Unit Commitment. IEEE Access.DOI
Yongli Zhu, Xuechun Liu, Ran Deng, Yujia Zhai (2019). Memetic Algorithm for Solving Monthly Unit Commitment Problem Considering Uncertain Wind Power. Journal of Control Automation and Electrical Systems.DOI
Xin Chun Shi, Robert C. Qiu, Tiebin Mi, Xing He, Yongli Zhu (2019). Adversarial Feature Learning of Online Monitoring Data for Operational Risk Assessment in Distribution Networks. IEEE Transactions on Power Systems.DOI
Ke Zhang, Yongli Zhu, Xuechun Liu (2019). A fault locating method for multi-branch hybrid transmission lines in wind farm based on redundancy parameter estimation. Journal of Modern Power Systems and Clean Energy.DOI
Ran Deng, Yongli Zhu, Xuechun Liu, Yujia Zhai (2019). Multi-source Partial Discharge Identification of Power Equipment Based on Random Forest. IOP Conference Series Earth and Environmental Science.DOI
Yongli Zhu, Xuechun Liu, Yujia Zhai, Ran Deng (2019). Monthly Unit Commitment Model and Algorithm with Renewable Energy Generation Considering System Reliability. Mathematical Problems in Engineering.DOI
Xuechun Liu, Yongli Zhu, Ran Deng (2018). Large-Scale Unit Commitment by Memetic Algorithm. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Jiacheng Gao, Yongli Zhu, Yafei Jia (2018). Pattern recognition of unknown partial discharge based on improved SVDD. IET Science Measurement & Technology.DOI
Shuai Liu, Yongli Zhu, Jiacheng Gao, Ke Zhang (2018). Short term wind power scenarios forecast based on multivariate normal distribution. IOP Conference Series Earth and Environmental Science.DOI
Liuwang Wang, Yongli Zhu, Yafei Jia (2016). A hybrid cloud platform for diversified real-time demand in transformation equipment monitoring. IEEE PES Asia-Pacific Power and Energy Engineering Conference.DOI
Yongli Zhu, Yafei Jia, Liuwang Wang (2016). Partial discharge pattern recognition method based on variable predictive model‐based class discriminate and partial least squares regression. IET Science Measurement & Technology.DOI
Yuanyuan Zhang, Yongli Zhu, Meng Zhang, Ning Zhang (2016). A Fault Location Method for Multi-terminal Transmission Lines Based on Multiple Current Measurements and Phase Comparison.DOI
Xinqiao Fan, Yongli Zhu (2015). Fault Location Using Local Mean Decomposition on Traveling Waves with Three Current Measurements in an Overhead Conductor. Electric Power Components and Systems.DOI
Zhao Lei, Chungeng Li, Yongli Zhu, Xu Chen, Xiaohong Guo, Yanfeng Gao (2015). Power Transformer Partial Discharge Signal De-noising Based on Variational Mode Decomposition. Advances in intelligent systems research/Advances in Intelligent Systems Research.DOI
Li Li, Yongli Zhu, Min Xun Lu, Liuwang Wang, Yaqi Song (2015). Partial discharge type recognition for transformers based on Fisher discriminant method.DOI
Ning Zhang, Meng Zhang, Yuanyuan Zhang, Yongli Zhu (2015). Online Detecting Method for Transformer Winding Deformation Based on Current Extraction. Advances in intelligent systems research/Advances in Intelligent Systems Research.DOI
Xiaohong Guo, Yongli Zhu, Hua Chen, Lei Zhao, Xu Chen, Yanfeng Gao (2015). Research and Validation of Lightning Location Based on Particle Swarm Optimization Algorithm. Advances in intelligent systems research/Advances in Intelligent Systems Research.DOI
Xu Chen, Yongli Zhu, Xuesong Zhao, Zhao Lei, Xiaohong Guo, Yanfeng Gao (2015). Identification of Lightning Strikes on Transmission Lines Based on Time-frequency Joint Analysis. Advances in intelligent systems research/Advances in Intelligent Systems Research.DOI
Aisikaer Aisikaer, Yongli Zhu, Panagiotis Panousis (2014). Investigation for the optimized active power control of Direct Drive Permanent Magnet Wind Turbine Generators. China International Conference on Electricity Distribution (CICED).DOI
Yongli Zhu, Xinqiao Fan (2013). Fault location scheme for a multi-terminal transmission line based on current traveling waves. International Journal of Electrical Power & Energy Systems.DOI
Yongli Zhu (2013). A Novel Fault Location Scheme for Multi-Terminal Transmission Lines Based on Principle of Double-Ended Traveling Wave. Power System Technology.
Guoqiang Wang, Yongli Zhu, Lipeng Liu (2013). Fractional Feature Extraction and Pattern Recognition of Transformer Partial Discharge Sources. International Conference on Computer Science and Electronics Engineering (ICCSEE).DOI
Fan Zhang, Yongli Zhu, Chunyu Yan, Jiangang Bi, Haijun Xiong, Shuai Yuan (2013). A Realization Method of Protocol Conversion Between Modbus and IEC61850. Open Journal of Applied Sciences.DOI
Lili Dai, Yongli Zhu, Zehui Liang (2013). Mechanics Analysis of Overhead Transmission Lines Based On-line Monitoring. Open Journal of Applied Sciences.DOI
Yixin Kang, Yongli Zhu, Jing Wei Gao (2012). Chain-type wireless sensor network for monitoring power lines: Topology model and routing algorithm. IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS).DOI
Jinliang Yin, Yongli Zhu, Guoqin Yu (2012). Research on Relevance Vector Machine and Its Application to Fault Diagnosis of Transformers. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Hongwei Bai, Zhiwei Ma, Yongli Zhu (2012). The Application of Cloud Computing in Smart Grid Status Monitoring. Communications in computer and information science.DOI
Jing Wei Gao, Wei Limin, Yongli Zhu, Lifen Li (2012). Routing Optimization Based on Ant Colony Algorithm for Wireless Sensor Networks with Long-Chain Structure. Communications in computer and information science.DOI
Yongli Zhu (2012). Parameter Optimization for Support Vector Machine and Its Application to Fault Diagnosis of Power Transformers. Electrical Measurement & Instrumentation.
Yongli Zhu (2012). A de-noising method based on EEMD for insulator leakage current. Journal of North China Electric Power University.
Yongli Zhu (2012). Mother Wavelet Selection for Feature Extraction of Insulator Leakage Current. Insulators and Surge Arresters.
Yongli Zhu (2012). Insulator Leakage Current De-noising Using Wavelet Transform. Gao dianya jishu.
Jinliang Yin, Yongli Zhu, Guoqin Yu (2011). Power transformer fault diagnosis based on support vector machine with cross validation and genetic algorithm.DOI
Zhuo Dong, Yongli Zhu, HU Zi-bin, Yuying Shao (2011). Transformer fault diagnosis based on factor analysis and gene expression programming.DOI
HU Zi-bin, Yongli Zhu, Zhuo Dong, Hao Li (2011). Prediction of gases content dissolved in power transformer oil based on gene expression programming.DOI
Nian Du, Yongli Zhu (2011). Neighborhood Based SVM Multi-classification Method for Condition Assessment of Insulator. International Symposium on Computational Intelligence and Design.DOI
Zhongli Wu, Na Yuan, Gong Zheng, Yongli Zhu (2011). Improved matter-element model based on cloud model and its application in power transformers fault diagnosis. International Conference on Electronics, Communications and Control.DOI
Yongli Zhu (2011). Faulty phase selection based on high-order multi-resolution singular entropy for high-voltage transmission lines. Dianli zidonghua shebei.
Yongli Zhu (2011). Anti-interference Analysis of Wireless Sensor Network for Transmission Line Monitoring. Gao dianya jishu.
Yongli Zhu (2011). Discharge Condition Assessment of Polluted Insulator Based on K-two-end Clustering. Insulators and Surge Arresters.
Yongli Zhu (2011). Reliability Evaluation of Transmission System Based on Improved Importance Sampling Method. Shaanxi Electric Power.
Yongli Zhu (2011). Transformer Fault Multi-level Diagnosis and Location Based on Support Vector Machine. Shaanxi Electric Power.
Qing Chen, Jiancai Huang, Yongli Zhu (2010). Sparse decomposition method of leakage current based on EMD. International Conference on Computer Application and System Modeling.DOI
Yongli Zhu, Junyan Zhang, Lifen Li, Wei Peng (2010). Multiple Ant Colony Routing Optimization Based on Cloud Model for WSN with Long-Chain Structure.DOI
Xinqiao Fan, Yongli Zhu (2010). The application of Empirical Mode Decomposition and Gene Expression Programming to short-term load forecasting. International Conference on Natural Computation (ICNC).DOI
Xinqiao Fan, Yongli Zhu (2010). Study on fault phase selection based on FFT and phase-separation current phase difference of high-voltage transmission lines. IEEE International Conference on Mechatronics and Automation (ICMA).DOI
Xinqiao Fan, Yongli Zhu, Jinliang Yin (2010). The application of high order multi-resolution singular entropy in fault phase selection of high-voltage transmission lines. IEEE International Conference on Mechatronics and Automation (ICMA).DOI
Dewen Wang, Yaqi Song, Yongli Zhu (2010). Information Platform of Smart Grid Based on Cloud Computing. Dianli xitong zidonghua.
Yongli Zhu (2010). Research on load balancing of long-chain structure data collection sensor network. Jisuanji yingyong yanjiu.
Yongli Zhu (2010). Leakage Current Data Compression Method Based on EMD Analytical and Compressed Sensing. Insulators and Surge Arresters.
Limin Huo, Jinliang Yin, Yunfei Fan, Yunfang Xie, Xinqiao Fan, Yongli Zhu (2009). Short-term load forecasting of countryside distribution network based on improved gene expression programming. Nongye gongcheng xuebao.DOI
Lifen Li, Yongli Zhu (2009). Authentication Scheme for Substation Information Security Based on Chaotic Theory. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Jinling Lu, Yongli Zhu, Hui Ren, Zhongqiang Meng (2009). The Research on Transient Stability Assessment Methods Based on Bayesian Network Classifier. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Zhongli Wu, Bin Zhang, Yongli Zhu, Wenqing Zhao, Yamin Zhou (2009). Transformer Fault Portfolio Diagnosis Based on the Combination of the Multiple Bayesian Classifier and SVM. International Conference on Electronic Computer Technology.DOI
Ling Xiang, Yongli Zhu, Guiji Tang (2009). A Hybrid Support Vector Regression for Time Series Forecasting.DOI
Zhe Zhang, Yongli Zhu, Zhongli Wu, Kai Han (2009). Diagnosis of Transformer Dissolved Gas Analysis Based on Multi-class SVM.DOI
Yongli Zhu (2009). A data warehouse model based on distributed Web-GIS. Hebei Sheng Kexueyuan xuebao.
Yongli Zhu (2009). A Method of Topological Analysis Based on Structure of Knowledge Representation for Distribution Network of Hierarchical Model. Nanfang dianwang jishu.
Yongli Zhu, Shaoqun Song, Dewen Wang (2008). Multiagents-based wide area protection with best-effort adaptive strategy. International Journal of Electrical Power & Energy Systems.DOI
Zhai Xueming, Ling Bian, Yongli Zhu, Xuefei Zhong, Lamei Li (2008). Optimization of Response Performance in Graphics Monitoring System. International Conference on Multimedia and Information Technology.DOI
Ling Xiang, Guiji Tang, Yongli Zhu (2008). Vibration Signal Analysis of Rotor System Based on Time-Frequency Attributes.DOI
Yongli Zhu, Yan-Kun Lv (2008). A Time Synchronization Protocol in WSN Applied in RAMR. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
Yongli Zhu, Тао Чен, Shaojie Guo (2008). A Kind of Energy Aware Routing Algorithm Based on HyperCube for ZigBee Network. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
Jinling Lu, Yuan Chen, Yongli Zhu (2008). Identification of cascading failures based on overload character of transmission lines. IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies.DOI
Jingling Lu, QunXing Ji, Yongli Zhu (2008). Power grid vulnerability assement based on energy function. IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies.DOI
Yongli Zhu, Xinying Wang, Dong-ling Cheng (2008). Ontology-based research on wind power plant information interaction. Workshop on Knowledge Discovery and Data Mining.DOI
Yongli Zhu (2008). Fault Analysis of Oil Whirl and Oil Whip Based on Hilbert-Huang Transform for Rotor System. Proceedings of the CSEE.
Yongli Zhu (2008). Modeling and realizing of MMS communication services based on OOPN. Microcomputer Information.
Wenqing Zhao, Yongli Zhu (2008). A prediction model for dissolved gas in transformer oil based on improved verhulst grey theory. IEEE Conference on Industrial Electronics and Applications (ICIEA).DOI
Furong Xia, Yongli Zhu, Yuan Gao (2007). Shape-space based negative selection algorithm and its application on power transformer fault diagnosis. IEEE International Conference on Robotics and Biomimetics (ROBIO).DOI
Wenqing Zhao, Yongli Zhu (2007). Power Transformer Fault Diagnosis Based on Rough Set Theory and Support Vector Machine. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).DOI
Yongli Zhu (2007). Summary of Condition Assessment for Power Transformer. Transformer.
Yongli Zhu (2007). Applications of IEC 60870-5-104 protocol in substation automation system. Telecommunications for Electric Power System.
Yongli Zhu (2007). The Torsional Vibration of a 300 MW Turbo-Generator Under Coupled Mechanical-Electrical Influences. Journal of Power Engineering.
Wenqing Zhao, Yongli Zhu (2006). Rough Set Theory for Data Mining for Fault Diagnosis on Power Transformer. IEEE Region 10 Conference (TENCON).DOI
Yongli Zhu (2006). Application of PC cluster system to transient stability analysis of electric power system. Journal of North China Electric Power University.
Mingyu Yang, Yongli Zhu (2005). A Cooperative Protection System with Multi-Agent System.DOI
Mingyu Yang, Yongli Zhu (2005). Study on adaptive distance protection using multi-agent technology. International Power Engineering Conference.DOI
Yongli Zhu, Lizeng Wu, Xueyu Li, Jinsha Yuan (2005). A transformer condition assessment framework based on data mining. IEEE Power Engineering Society General Meeting.DOI
Huo Limin, Yongli Zhu, Fan Gaofeng (2003). Reliability assessment of power systems by Bayesian networks. International Conference on Power System Technology (POWERCON).DOI
Yongli Zhu, O.P. Malik (2001). An easy-to-use software for subtransmission network analysis. International Journal of Electrical Power & Energy Systems.DOI
Yongli Zhu, Yang Yi-han, Zhang Wen-qin, Gao Shu (1989). The Application of Expert Systems to Writing Operation Tickets of a Substation. IFAC Proceedings Volumes.DOI
Yongli Zhu, Yang Yi-han, Wenqin Zhang, Gao Shu (1990). THE APPLICATION OF EXPERT SYSTEMS TO WRITING OPERATION TICKETS OF A SUBSTATION. Elsevier eBooks.DOI