Yang Li
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Publications

(*: corresponding authorship.)

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Accepted Journal Papers

  1. Xiangmin Lun, Shuyue Jia, Yimin Hou, Yan Shi, Yang Li, Hanrui Yang, Shu Zhang, Jinglei Lv. “GCNs-net: a graph convolutional neural network approach for decoding time-resolved EEG motor imagery signals,” IEEE Transactions on Neural Networks and Learning Systems, to be published.

  2. Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, and Zhigang Zeng. “Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management,” IEEE Transactions on Neural Networks and Learning Systems, to be published.

  3. Yuanzheng Li, Shangyang He, Yang Li, and Zhigang Zeng. “Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow,” IEEE Transactions on Network Science and Engineering, to be published.

  4. Lei Kou, Jinbo Wu, Fangfang Zhang, Peng Ji, Wende Ke, Junhe Wan, Hailin Liu, Yang Li, and Quande Yuan. “Image encryption for Offshore wind power based on 2D-LCLM and Zhou Yi Eight Trigrams,” International Journal of Bio-Inspired Computation, to be published.

  5. Li Y, Dai N, Van Sark WGJHM, Aghaei M, Malara G, Henriques JCC, Cheng Z, Borgschulte A, Bhosale RR, Kazempoor P, Das PK and Hardy JS, “Editorial: Rising stars in energy research: 2022”. Frontiers Energy Research., to be published.

Published Journal Papers

2023

  1. Yang Li*, Meng Han, Mohammad Shahidehpour, Jiazheng Li, Chao Long. “Data-driven distributionally robust scheduling of community integrated energy systems with uncertain renewable generations considering integrated demand response,” Applied Energy, 2023, 335: 120749.

  2. Yang Li*, Ruinong Wang, Yuanzheng Li, Meng Zhang, and Chao Long. “Wind power forecasting considering data privacy protection: A federated deep reinforcement learning approach,” Applied Energy, 2023, 329: 120291.

  3. Yang Li*, Fanjin Bu, Yuanzheng Li, Chao Long. “Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach,” Applied Energy, 2023, 333: 120540.

  4. Jiankai Gao, Yang Li*, Bin Wang, Haibo Wu. “Multi-Microgrid Collaborative Optimization Scheduling Using an Improved Multi-Agent Soft Actor-Critic Algorithm,” Energies, 2023, 16(7): 3248.

  5. Jia Cui, Mingze Gao, Xiaoming Zhou, Yang Li, Wei Liu, Jiazheng Tian, Ximing Zhang. “Demand Response Method Considering Multiple Types of Flexible Loads in Industrial Parks,” Engineering Applications of Artificial Intelligence , 2023, 122: 106060.

  6. Yuanzheng Li, Shangyang He, Yang Li*, Leijiao Ge, Suhua Lou, and Zhigang Zeng. “Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach,” IEEE Transactions on Intelligent Vehicles, 2023, 8(1): 344 - 357.

  7. Fangfang Zhang, Zhe Huang, Lei Kou, Yang Li, Maoyong Cao, Fengying Ma. “Data encryption based on a 9D complex chaotic system with quaternion for smart grid,” Chinese Physics B, 2023, 32(1): 010502.

  8. Jianhui Meng, Xiaolong Wu, Tairan Ye, Jingsen Yu, Likang Gu, Zili Zhang, and Yang Li. “Output Voltage Response Improvement and Ripple Reduction Control for Input-parallel Output-parallel High-Power DC Supply,” IEEE Transactions on Power Electronics, 2023, 38(9): 11102-11112.

  9. Yijian Wang, Yang Cui, Yang Li, and Yang Xu. “Collaborative optimization of multi-microgrids system with shared energy storage based on multi-agent stochastic game and reinforcement learning,” Energy, 2023, 280: 128182.

2022

  1. Yang Li*, Xinhao Wei, Yuanzheng Li, Zhaoyang Dong, and Mohammad Shahidehpour. “Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach,” IEEE Transactions on Smart Grid, 2022, 13(6): 4862-4872.

  2. Rui Yang, Yang Li*. “Resilience assessment and improvement for electric power transmission systems against typhoon disasters: A data-model hybrid driven approach,” Energy Reports, 2022, 8: 10923-10936.

  3. Yang Li*, Bo Feng, Bin Wang, and Shuchao Sun. “Joint planning of distributed generations and energy storage in active distribution networks: A Bi-Level programming approach,” Energy, 2022, 245: 123226.

  4. Yang Li*, Jiazheng Li, and Yi Wang. “Privacy-preserving spatiotemporal scenario generation of renewable energies: A federated deep generative learning approach,” IEEE Transactions on Industrial Informatics, 2022, 18(4):2310-2320.

  5. Yang Li*, Ruinong Wang, and Zhen Yang. “Optimal scheduling of isolated microgrids using automated reinforcement learning-based multi-period forecasting,” IEEE Transactions on Sustainable Energy, 2022, 13(1):159-169.

  6. Yang Li*, Bin Wang, Zhen Yang, Jiazheng Li, and Guoqing Li. “Optimal scheduling of integrated demand responseenabled community-integrated energy systems in uncertain environments,” IEEE Transactions on Industry Applications, 2022, 58(2): 2640-2651.

  7. Yang Li*, Meng Zhang. “A Deep-Learning Intelligent System Incorporating Data Augmentation for Short-Term Voltage Stability Assessment of Power Systems,” Applied Energy, 2022, 308: 118347.

  8. Yang Li*, Bin Wang, Zhen Yang, Jiazheng Li, and Chen Chen. “Hierarchical stochastic scheduling of multi-community integrated energy systems in uncertain environments via Stackelberg game,” Applied Energy, 2022, 209, 118392.

  9. Yang Li*, Kang Li, Zhen Yang, Yang Yu, Runnan Xu, and Miaosen Yang. “Stochastic optimal scheduling of demand response-enabled microgrids with renewable generations: An analytical-heuristic approach,” Journal of Cleaner Production, 2022, 330:129840.

  10. Yang Li*, Fanjin Bu, Jiankai Gao, and Guoqing Li. “Optimal dispatch of low-carbon integrated energy system considering nuclear heating and carbon trading,” Journal of Cleaner Production, 2022, 378: 134540.

  11. Liang Chen, Yang Li, Manyun Huang, Xinxin Hui, and Songlin Gu. “Robust Dynamic State Estimator of Integrated Energy Systems based on Natural Gas Partial Differential Equations,” IEEE Transactions on Industry Applications, 2022, 58 (03):3303-3312.

  12. Liang Chen, Chao Long, and Yang Li. “Editorial: New Solutions for Smart Grids with High Penetration Distributed Energy Resources Authors,” Frontiers in Energy Research, 2022, 9:739253.

  13. Zhaoyang Qu, Xiaoyong Bo, Tong Yu, Yaowei Liu, Yunchang Dong, Zhongfeng Kan, Lei Wang, and Yang Li, “Active and Passive Hybrid Detection Method for Power CPS False Data Injection Attacks with Improved AKF and GRU-CNN, ” IET Renewable Power Generation, 2022, 16(7):1490-1508.

  14. Zhenhao Tang, Deyu Zhu, and Yang Li. “Data driven based dynamic correction prediction model for NOx emission of coal fired boiler,” Proceedings of the CSEE, 2022, 42(14): 5182-5194.

  15. Yinfeng Sun, Dapeng Xia, Zichun Gao, Zhenhao Wang, Guoqing Li, Weihua Lu, Xueguang Wu, and Yang Li, “Probabilistic load flow calculation of ACDC hybrid system based on cumulant method,” International Journal of Electrical Power & Energy Systems/, 2022, 139:107998.

  16. Zhaoyang Qu, Yunchang Dong, Sylvère Mugemanyi, Tong Yu, Xiaoyong Bo, Huashun Li, Yang Li, François Xavier Rugema, and Christophe Bananeza, “Dynamic Exploitation Gaussian Bare-Bones Bat Algorithm for Optimal Reactive Power Dispatch to Improve the Safety and Stability of Power System,” IET Renewable Power Generation, 2022, 16:1401-1424.

  17. Zhenhao Tang, Shikui Wang, Shengxian Cao, Yang Li, and Tao Shen. “Dynamic prediction model for NOX emission of SCR system based on hybrid data-driven algorithms,” Proceedings of the CSEE, 2022, 42(09):3295-3306.

  18. Zhenhao Tang, Shikui Wang, Xiangying Chai, Shengxian Cao, Tinghui Ouyang, and Yang Li. “Auto-encoder-extreme learning machine model for boiler NOx emission concentration prediction”, Energy, 2022, 256:124552.

  19. Jiaze Sun, Jiahui Deng, Yang Li, and Nan Han. “A BCS-GDE Multi-objective Optimization Algorithm for Combined Cooling, Heating and Power Model with Decision Strategies,” Applied Thermal Engineering, 2022, 213:118685.

  20. Quande Yuan, Yuzhen Pi, Lei Kou, Fangfang Zhang, Yang Li, and Zhenming Zhang. “Multi-source data processing and fusion method for power distribution internet of things based on edge intelligence,” Frontiers in Energy Research, 2022, 10:891867.

  21. Jia Cui, Jiang Pan, Shunjiang Wang, Martin Onyeka Okoye, Junyou Yang, Yang Li, and Hao Wang “Improved normal-boundary intersection algorithm: a method for energy optimization strategy in smart buildings,” Building and Environment, 2022, 212:108846.

  22. Cheng Zhong, Yueming Lv, Huayi Li, JiKai Chen, and Yang Li. “Frequency support scheme based on parametrized power curve for de-loaded wind turbine under various wind speed,” Wind Engineering, 2022, 46(2):459-479.

  23. Cheng Zhong, Huayi Li, Yang Zhou, Yueming Lv, Jikai Chen, and Yang Li. “Virtual synchronous generator of PV generation without energy storage for frequency support in autonomous microgrid”, International Journal of Electrical Power & Energy Systems, 2022, 134:107343.

  24. Jia Cui, Yonghui Jin, Renzhe Yu, Onyeka Martin Okoye, Yang Li, Junyou Yang, and Shunjiang Wang. “A robust approach for the decomposition of high-energy-consuming industrial loads with deep learning,” Journal of Cleaner Production , 2022, 349:131208.

  25. Lei Yan, Runnan Xu, Mehrdad Sheikholeslami, Yang Li, and Zuyi Li. “State identification of home appliance with transient features in residential buildings,” Frontiers in Energy, 2022, 16: 130-143.

  26. Lei Kou, Yang Li, Fangfang Zhang, Xiaodong Gong, Yinghong Hu, Quande Yuan, and Wende Ke. “Review on Monitoring, Operation and Maintenance of Smart Offshore Wind Farms,” Sensors, 2022, 22(08): 2822.

2021

  1. Yang Li*, Meng Han, Zhen Yang, and Guoqing Li. “Coordinating flexible demand response and renewable uncertainties for scheduling of community integrated energy systems with an electric vehicle charging station: A bi-level approach,” IEEE Transactions on Sustainable Energy, 2021, 12(4):2321-2331.

  2. Yang Li*, Chunling Wang, Guoqing Li, Chen Chen. “Optimal scheduling of integrated demand response-enabled integrated energy systems with uncertain renewable generations: A Stackelberg game approach,” Energy Conversion and Management, 2021, 235:113996.

  3. Xinxin Zhou, Jingru Feng, Yang Li*. “Non-intrusive load decomposition based on CNN-LSTM hybrid deep learning model,” Energy Reports, 2021, 7:5762-5771.

  4. Fengrui Liu, Yang Li*, Baitong Li, Jiaxin Li, and Huiyang Xie, Bitcoin transaction strategy construction based on deep reinforcement learning," Applied Soft Computing, 2021 113:107952.

  5. Meng Zhang, Jiazheng Li, Yang Li*, Runnan Xu. “Deep learning for short-term voltage stability assessment of power systems,” IEEE Access, 2021, 9, 29711-29718.

  6. Jiting Cao, Meng Zhang, Yang Li*. “A review of data-driven short-term voltage stability assessment of power systems: Concept, principle, and challenges,” Mathematical Problems in Engineering, 2021.

  7. Shitu Zhang, Zhixun Zhu, and Yang Li*. “A Critical Review of Data-Driven Transient Stability Assessment of Power Systems: Principles, Prospects and Challenges,” Energies, 2021, 14(21):7238.

  8. Xiaoyong Bo, Xiaoyu Chen, Huashun Li, Yunchang Dong, Zhaoyang Qu, Lei Wang, and Yang Li. “Modeling Method for the Coupling Relations of Microgrid Cyber-Physical Systems Driven by Hybrid Spatiotemporal Events,” IEEE Access, 2021, 9:19619-19631.

  9. Lei Kou, Xiaodong Gong, Yi Zheng, Xiuhui Ni, Yang Li, Quan-de Yuan, and Yanan Dong. “A random forests and currents fault texture features based method for currents sensors fault diagnosis in three-phase PWM VSR,” Frontiers in Energy Research, 2021, 9, 291.

  10. Liang Chen, Peng Jin, Jing Yang, Yang Li, and Yi Song. “Robust Kalman filter-based dynamic state estimation of natural gas pipeline networks,” Mathematical Problems in Engineering, 2021(2021).

  11. Liang Chen, Songlin Gu, Ying Wang, Yang Yang, and Yang Li. “Stacked autoencoder framework of false data injection attack detection in smart grid,” Mathematical Problems in Engineering, 2021 (2021), 2014345.

  12. Lei Wang, Pengcheng Xu, Zhaoyang Qu, Xiaoyong Bo, Yunchang Dong, Zhenming Zhang, and Yang Li. “Coordinated cyber-attack detection model of cyber-physical power system based on the operating state data link,” Frontiers in Energy Research, 2021, 9:88.

2020

  1. Yang Li*, Chunling Wang, Guoqing Li, Jinlong Wang, Dongbo Zhao, and Chen Chen. “Improving operational flexibility of integrated energy system with uncertain renewable generations considering thermal inertia of buildings,” Energy Conversion and Management, 2020, 207, 112526. (ESI Highly Cited Paper)

  2. Yingying Shi, Yongchao Zeng, Botang Han, Yang Li, and Ralph T. Muehleisen. “Leveraging inter-firm influence in the diffusion of energy efficiency technologies: An agent-based model,” Applied Energy, 2020, 263:114641.

  3. Jianhong Pan, Aidi Dong, Jiashu Fan, and Yang Li*. “Online Static Voltage Stability Monitoring for Power Systems Using PMU Data,” Mathematical Problems in Engineering, 2020, 6667842.

  4. Jianhong Pan, Jiashu Fan, Aidi Dong, and Yang Li*. “Random vector functional link network optimized by jaya algorithm for transient stability assessment of power systems,” Mathematical Problems in Engineering, 2020, 8895022.

  5. Jiaze Sun, Jiahui Deng, and Yang Li. “Indicator & crowding distance-based evolutionary algorithm for combined heat and power economic emission dispatch,” Applied Soft Computing, 2020, 90: 106158.

  6. Lei Wang, Zhaoyang Qu, Yang Li, Kewei Hu, Jian Sun, Kai Xue, and Mingshi Cui. “Method for extracting patterns of coordinated network attacks on electric power CPS based on temporal-topological correlation,” IEEE Access, 2020, 8, 57260-57272.

  7. Yang Li* and Zhao Xu. “Editorial: Enabling High-Penetration Renewable Integration Into a Smarter Grid,” Frontiers in Energy Research. 2020, 8:617556.

  8. Yang Yu, Leyao Cong, Xia Tian, Zengqiang Mi, Yang Li*, Zhen Fan,and Hui Fan. “A stator current vector orientation based multi-objective integrative suppressions of flexible load vibration and torque ripple for PMSM considering electrical loss,” CES Transactions on Electrical Machines and Systems. 2020, 4(3):161-171.

  9. Zhaoyuan Fang, Dongbo Zhao, Chen Chen, Yang Li*, and Yutin Tian. Nonintrusive appliance identification with appliance-specific networks. IEEE Transactions on Industry Applications. 2020, 56(4):3443-3452.

  10. Zhaoyang Qu, Qianhui Xie, Yuqing Liu, Yang Li*, Lei Wang, Pengcheng Xu, Yuguang Zhou, and Jian Sun. “Power cyber-physical system risk area prediction using dependent Markov chain and improved grey wolf optimization,” IEEE Access, 2020, 8, 82844-82854.

  11. Yang Li*, Chunling Wang and Guoqing Li. “A mini-review on high-penetration renewable integration into a smarter grid,” Frontiers in Energy Research, 2020, 8, 84.

  12. Yang Li*, Zhi Li, Liang Chen, Guoqing Li. “A false data injection attack method for generator dynamic state estimation,” Transactions of China Electrotechnical Society, 2020, 35(7):1476-1488.

  13. Yahui Li and Yang Li*. “Security-constrained multi-objective optimal power flow for a hybrid AC/VSC-MTDC system with Lasso-based contingency filtering,” IEEE Access, 2020, 8, 6801-6811.

  14. Yongchao Zeng, Peiwu Dong, Lingling Wang and Yang Li. “Analyzing the co-evolution of green technology diffusion and consumers’ pro-environmental attitudes: An agent-based model,” Journal of Cleaner Production, 2020, 256: 120384.

  15. Meng Zhang and Yang Li*. “Multi-objective optimal reactive power dispatch of power systems by combining classification based multi-objective evolutionary algorithm and integrated decision making,” IEEE Access, 2020, 8: 38198-38209.

  16. Yimin Hou, Shuyue Jia, Shu Zhang, Xiangmin Lun, Yan Shi, Yang Li, Hanrui Yang, Rui Zeng, and Jinglei Lv. “Deep feature mining via attention-based BiLSTM-GCN for human motor imagery recognition,” arXiv preprint arXiv:2005.00777, 2020.

  17. Shuyue Jia, Yimin Hou, Yan Shi, and Yang Li. “Attention-based graph ResNet for motor intent detection from raw EEG signals,” arXiv preprint arXiv:2007.13484, 2020.

2019

  1. Yang Li*, Zhen Yang, Dongbo Zhao, Hangtian Lei, Bai Cui and Shaoyan Li. “Incorporating energy storage and user experience in isolated microgrid dispatch using a multi-objective model,” IET Renewable Power Generation , 2019, vol. 13, no. 2, pp. 973-981. (ESI Highly Cited Paper)

  2. Yang Li*, Zhen Yang, Guoqing Li, Dongbo Zhao and Wei Tian. “Optimal Scheduling of an Isolated Microgrid With Battery Storage Considering Load and Renewable Generation Uncertainties,” IEEE Transactions on Industrial Electronics, 2019, vol. 66, no. 2, pp. 1565-1575. (ESI Highly Cited Paper)

  3. Yang Li*, Zhi Li, and Liang Chen. “Dynamic state estimation of generators under cyber attacks,” IEEE Access, 2019, 7, 125253-125267.

  4. Yang Li*, Kang Li. “Incorporating demand response of electric vehicles in scheduling of isolated microgrids with renewables using a bi-level programming approach”, IEEE Access, 2019, 7, 116256-116266.

  5. Yang Li*, Jing Li, Junjian Qi, and Liang Chen. “Robust cubature Kalman filter for dynamic state estimation of synchronous machines under unknown measurement noise statistics,” IEEE Access, 2019, 7, 29139-29148.

  6. Yang Li* and Shangsong Wu. “Controlled islanding for a hybrid AC/DC grid with VSC-HVDC using semi-supervised spectral clustering,” IEEE Access, 2019, 7, 10478-10490.

  7. Shaoyan Li, Xueping Gu, Guangqi Zhou, and Yang Li. “Optimisation and comprehensive evaluation of alternative energising paths for power system restoration,” IET Generation Transmission & Distribution, 2019, 13 (10), 1923-1932.

  8. Qu, Zhaoyang, Yunchang Dong, Nan Qu, Lei Wang, Yang Li, Yu Zhang, and Sylvere Mugemanyi. “Survivability evaluation method for cascading failure of electric cyber physical system considering load optimal allocation,” Mathematical Problems in Engineering, 2019.

  9. Yahui Li, Yang Li*, and Guoqing Li. “Optimal Power Flow for AC/DC System Based on Cooperative Multi-objective Particle Swarm Optimization,” Automation of Electric Power Systems, 2019, 43 (4), 94-100.

  10. Yahui Li, Yang Li*, Guoqing Li. “Multi-objective optimal power flow for AC/DC system with VSC-HVDC based on cooperative multi-objective particle swarm optimization”. Automation of Electric Power Systems, 2019, 43(4), 94-100.

  11. Zhenhao Tang, Qingyu Meng, Shengxian Cao, Yang Li, Zhonghua Mu, Xiaoya Pang. “Wind power ramp prediction algorithm based on wavelet deep belief network”, Acta Energiae Solaris Sinica, 2019, 40 (11), 3213-3220.

2018

  1. Yang Li*, Zhen Yang, Guoqing Li, Yunfei Mu, Dongbo Zhao, Chen Chen, and Bo Shen. “Optimal scheduling of isolated microgrid with an electric vehicle battery swapping station in multi-stakeholder scenarios: a bi-level programming approach via real-time pricing,” Applied Energy, 2018, 232, 54-68. (ESI Highly Cited Paper)

  2. Yang Li*, Bo Feng, Guoqing Li, Junjian Qi, Dongbo Zhao, and Yunfei Mu. “Optimal distributed generation planning in active distribution networks considering integration of energy storage,” Applied Energy, 2018, 210, 1073-1081. (ESI Hot & Highly Cited Paper)

  3. Yahui Li, Yang Li*. “Two-stage many-objective optimal power flow based on knee point-driven evolutionary algorithm,” Processes, 2018, 6(12), 250.

  4. Yang Li*, Jing Li, Liang Chen, Guoqing Li. “Dynamic state estimation of synchronous machines based on robust cubature kalman filter under complex measurement noise conditions,” Transactions of China Electrotechnical Society, 2019, 34 (17), 3651-3660.

  5. Yang Li*, Jinlong Wang, Dongbo Zhao, Guoqing Li, Chen Chen. “A two-stage approach for combined heat and power economic emission dispatch: combining multi-objective optimization with integrated decision making,” Energy, 2018, 162, 237-254. (ESI Highly Cited Paper)

  6. Yang Li*, Yahui Li, Guoqing Li, Dongbo Zhao, Chen Chen. “Two-stage multi-objective OPF for AC/DC grids with VSC-HVDC: Incorporating decisions analysis into optimization process,” Energy, 2018, 147, 286-296. (ESI Highly Cited Paper)

  7. Jiaze Sun, Yang Li. “Social cognitive optimization with tent map for combined heat and power economic dispatch”. International Transactions on Electrical Energy Systems, 2018.

  8. Yahui Li, Yang Li*, Yuanyuan Sun. “Online static security assessment of power systems based on lasso algorithm”. Applied Sciences, 2018, 8(9), 1442.

  9. Yahui Li, Yang Li*. “Two-step many-objective optimal power flow based on knee point-driven evolutionary algorithm”, Processes, 2018, 6(12), 250.

  10. Zhaoyang Qu, Yu Zhang, Nan Qu, Lei Wang, Yang Li, and Yunchang Dong. “Method for quantitative estimation of the risk propagation threshold in electric power CPS based on seepage probability”. IEEE Access, 2018, 6, 68813-68823.

  11. Yongchao Zeng, Peiwu Dong, Yingying Shi, and Yang Li. “On the disruptive innovation strategy of renewable energy technology diffusion: an agent-based model”. Energies, 2018, 11(11), 3217.

  12. Guoqing Li, Xiaojuan Zhai, Yang Li, Zhenhao Wang, Jikai Chen, and Mingjiang Zhang. “Multi-objective fuzzy optimization operation of micro-grid based on improved ant colony algorithm” Acta Energiae Solaris Sinica, 2018, 39(8): 2310-2317.

  13. Zhenhao Wang, Zuoyu You, Yalei Huang, Yang Li, and Guoqing Li. “Load margin analysis of hybrid AC/DC system with two terminal VSC-HVDC using continuous power flow method”, 2018, 46 (6), 9-15.

Before 2017

  1. Peng Jin, Yang Li*, Guoqing Li, Zhe Chen, Xiaojuan Zhai. “Optimized hierarchical power oscillations control for distributed generation under unbalanced conditions,” Applied Energy, 2017, 194, 343-352. (co-first author)

  2. Yang Li*, and Zhen Yang. “Application of EOS-ELM with binary Jaya-based feature selection to real-time transient stability assessment using PMU data,” IEEE Access, 2017, 5, 23092-23101.

  3. Zhenhao Wang, Mingze Zhang, Hongjin Du, Yang Li*, and Guoqing Li. “A searching algorithm for optimal controlled islanding surfaces considering VSC-HVDC terminal constraint,” Transactions of China Electrotechnical Society, 2017, 32(17): 57-66.

  4. Yang Li*, Bo Feng, Guoqing Li, Jikai Chen, Zhenhao Wang, and Mingjiang Zhang. “Bi-Level programming of distributed generation in active distribution network considering integration influence of energy storage system,” Acta Energiae Solaris Sinica, 2017, 38 (12), 3311-3318.

  5. Jikai Chen, Chuan Sun, Guoqing Li, Yang Li, Jiang Li. “Study on characteristics of DC fault in bipolar MMCHVDC system,” Transactions of China Electrotechnical Society, 2017, 32(10): 53-60.

  6. Kai Gao, Chunsheng Yan, Zhengwen Li, Zijiao Han, Bowen Tian, Yang Li, and Guoqing Li. “Transient stability assessment based on WAMS and Gaussian process classifier,” Modern Electric Power, 2017, 34(2), 56-61.

  7. Jikai Chen, Yanhui Dou, Yang Li, et al. “A Transient Fault Recognition Method for an AC-DC Hybrid Transmission System Based on MMC Information Fusion,” Energies, 2016, 10(1), 23.

  8. Yang Li*, Yahui Li, Zijiao Han, Guoqing Li, Kai Gao, and Zhenhao Wang. “Determination of optimal opening scheme for electromagnetic loop networks based on fuzzy analytic hierarchy process,” Mathematical Problems in Engineering, 2016, 2016: 3965608.

  9. Yang Li*, Guoqing Li, and Zhenhao Wang. “Rule extraction based on extreme learning machine and an improved ant-miner algorithm for transient stability assessment,” PloS One, 2015, 10(6): e0130814. (ESI Highly Cited Paper)

  10. Xueping Gu, Yang Li*, and Jinghua Jia. “Feature selection for transient stability assessment based on kernelized fuzzy rough sets and memetic algorithm,” International Journal of Electrical Power & Energy Systems, 2015, 64: 664-670.

  11. Yang Li*, Guoqing Li, Zhenhao Wang, Zijiao Han, and Xue Bai. “A multifeature fusion approach for power system transient stability assessment using PMU data,” Mathematical Problems in Engineering, 2015, 2015: 786396

  12. Yanjun Zhang, Tie Li, Guangyu Na, Guoqing Li, and Yang Li. “Optimized extreme learning machine for power system transient stability prediction using synchrophasors,” Mathematical Problems in Engineering, 2015, 2015: 529724

  13. Yang Li*, Yahui Li, Guoqing Li, et al. “A multi-objective optimal power flow approach considering economy and environmental factors for hybrid AC/DC grids incorporating VSC-HVDC,” Power System Technology, 2016, 40(9): 2661-2667.

  14. Zhenhao Wang, Jinbo Song, Zijiao Han, Henan Dong, and Yang Li*. “Characteristic of nested-loop mechanism based modular multilevel converter based on hybrid sub-modules,” Automation of Electric Power Systems, 2016, 40(24): 92-97.

  15. Jikai Chen, Xiuwei Ma, Jiang Li, Yang Li, Zhenhao Wang, Nantian Huang, Yongquan Wang, and Bo Dong. “Analysis on interaction of two-parallel APF,” Power System Technology, 2017, 41 (3), 956-961.

  16. Yang Li, Guoqing Li, Xueping Gu, et al. “Transient stability assessment of power systems based on ensemble OS-ELM,” Transactions of China Electrotechnical Society, 2015, 30(14): 412-418.

  17. Yimeng Li, Xueping Gu, and Yang Li. “Research on dynamic continuous diagnosis mechanism of power systems faults,” Journal of Beijing Jiaotong University, 2014, 38(5): 142-146.

  18. Yang Li, Xueping Gu. “Feature selection for transient stability assessment based on improved maximal relevance and minimal redundancy criterion,” Proceedings of the CSEE, 2013, 33(34): 179-186.

  19. Xueping Gu, Yang Li*, Xianji Wu. “Transient stability assessment of power systems based on local learning machine and bacterial colony chemotaxis algorithm,” Transactions of China Electrotechnical Society, 2013 28(10): 271-279.

  20. Yang Li, Xueping Gu. “Application of online SVR in very short-term load forecasting,” International Review of Electrical Engineering (IREE), 2013, 8(1): 277-282.

  21. Jikai Chen, Yanhui Dou, Yang Li, Jiang Li. “Application of shannon wavelet entropy and shannon wavelet packet entropy in analysis of power system transient signals,” Entropy, 2016, 18(12): 437.

  22. Yunfeng Song, Yang Li, Xinwei Li. “Reactive power optimization of the power system based on quantum-behaved particle swarm optimization,” Northeast Electric Power Technology, 2011, 5: 1-4.

  23. Hua Lan, Tao Ai, and Yang Li. “Application of EMD on single-pole adaptive reclosure of transmission,” Power System Protection and Control, 2010, 38 (12), 35-39.

  24. Zhibiao Shi, Yang Li, Xiao Wang, Tong Wang, and Wan-Min Li. “Path planning for mobile robot based on quantum-behaved particle swarm optimization,” Journal of Harbin Institute of Technology, 2010, 42, 33-37.

  25. Xiangping Meng, Xiao Wang, and Yang Li. “Choose the best path of the multi-agent soccer robot system,” Journal of Harbin Institute of Technology, 2010, 42, 25-27.

  26. Guangmin Gao, Tong Wang, Guoju Shang, and Yang Li. “Research on coordination graphs for multi-robot decision making,” Journal of Harbin Institute of Technology, 2010, 42, 203-208.

  27. Zhibiao Shi, Yueying Tong, Donghui Chen, and Yang Li. “Identification of beef freshness with electronic nose,” Nongye Jixie Xuebao. 2009, 40(11):184-188.

  28. Zhibiao Shi, Tao Yu, Qun Zhao, Yang Li, and Yubin Lan. “Comparison of algorithms for an electronic nose in identifying liquors,” Journal of Bionic Engineering, 2008, 5(3), 253-257.

  29. Zhibiao Shi, Xuebing Fan, Yang Li, and Yan Liu. “Prospective application of bionic nose based on biological olfaction to transformer fault diagnosis,” Transformer, 2008, 45(2): 38-40.

  30. Zhibiao Shi, Shengquan Huang, Xuebing Fan, Yang Li. “Study on electronic nose based on biologic olfaction,” China Mechanical Engineering, 2007, 18(23): 2810-2813.

Conference Papers

  1. Zhaoyuan Fang, Dongbo Zhao, Chen Chen, Yang Li, Yuting Tian. “Non-intrusive appliance identification with appliance-specific networks,” IEEE Industry Applications Society Annual Meeting, Baltimore, USA, 2019.

  2. Yinfeng Sun, Zhenhao Wang, Chao Long, Guoqing Li, Dapeng Xia, and Yang Li. “Method for power flow controller location-allocation and optimized flow control method of meshed DC grid,” In 2019 4th IEEE Workshop on the Electronic Grid (eGRID), pp. 1-6. IEEE, 2019.

  3. Xueping Gu, Yang Li, “Bayesian multiple kernels learning-based transient stability assessment of power systems using synchronized measurements,” IEEE PES General Meeting, BC, Canada, 2013

  4. Yang Li, Yahui Li, Guoqing Li, “A two-stage multi-objective optimal power flow algorithm for hybrid AC/DC grids with VSC-HVDC,” IEEE PES General Meeting, Chicago, China, 2017

  5. Jikai Chen, Chuan Sun, Yang Li, et al. (2017, July), “The analysis of DC fault mode effects on MMC-HVDC system,” IEEE PES General Meeting, Chicago, China, 2017.

  6. Guoqing Li, Xiaojuan Zhai, Yang Li, Bo Feng, Zhenhao Wang, and Mingjiang Zhang. “Multi-objective optimization operation considering environment benefits and economy based on ant colony optimization for isolated micro-grids,” Energy Procedia, 104 (21), e26, 2016.

  7. Jikai Chen, Xiuwei Ma, Yang Li. “Dynamic interaction analysis of two-parallel active power filter.” China International Conference on Electricity Distribution (CICED), Xi’an, China, 2016. (EI)

  8. Bo Feng, Xiaojuan Zhai, Yang Li, Zhenhao Wang. Experimental study on black-start capability of VSC-HVDCfor passive networks. IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC). Xi’an, China, 2016.

  9. Yang Li, Xueping Gu. Power system transient stability assessment based on online sequential extreme learning machine. IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Kowloon, China, 2013.

  10. Zhi-biao Shi, Yang Li, Tao Yu. “Short-term load forecasting based on LS-SVM optimized by bacterial colony chemotaxis algorithm,” International Conference on Information and Multimedia Technology, Jeju Island, South Korea, 2009.

  11. Zhibiao Shi, Yang Li. “Fault diagnosis of power transformer using LS-SVMs with BCC,” 2nd IEEE International Conference on Computer Science and Information Technology, Beijing, China, 2009.

  12. Hua Lan, Tao Ai, Yang Li. ”Single phase adaptive reclosure of transmission lines based on EMD approximate entropy and LS-SVM with BCC," International Conference on Information Engineering and Computer Science, Wuhan, China, 2009.

  13. Zhibiao Shi, Yang Li, Yunfeng Song, Tao Yu. “Fault diagnosis of transformer based on quantum-behaved particle swarm optimization-based least squares support vector machines," IEEE International Conference on Information Engineering and Computer Science, Wuhan, China, 2009.

  14. Yang Li. Short-term load forecasting based on LS-SVM optimized by BCC algorithm. IEEE 15th International Conference on Intelligent System Applications to Power Systems, Curitiba, Brazil, 2009.

  15. Liang Chen, Xinxin Hui, Songlin Gu, Manyun Huang, and Yang Li. Dynamic State Estimation for Integrated Natural Gas and Electric Power Systems. 2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), to be published.

  16. Jiaze Sun, Jiahui Deng, Yang Li, Shuaiyin Ma, and Nan Han. A BCS-GDE Algorithm for Multi-objective Optimization of Combined Cooling, Heating and Power Model. 2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), to be published.

Patents

  1. Yang Li, Yahui Li, Guoqing Li, Zhenhao Wang, Yechun Xin, He Wang, Chaobin Wang, Ruitong Liu. A MultiObjective Power Flow Optimization Method for AC/DC System Containing VSC-HVDC", Patent No. ZL201510882003.7, Application date 2015-12-04, Grant date 2019-08-06.

  2. Yang Li, Mingze Zhang, Zhenhao Wang, Guoqing Li, Yechun Xin, Chaobin Wang, He Wang, Ruitong Liu. A Search Method for Optimal Splitting Sections of AC/DC Systems Containing VSC-HVDC Based on Spectral Clustering", Patent No. ZL201610436573.8, Application date 2016-06-17, Grant date 2019-11-19.

  3. Zhenhao Wang, Mingze Zhang, Yang Li, Guoqing Li, Yechun Xin, He Wang, Jikai Chen, Ruitong Liu. A composite out-of-synchronization criterion method for AC system multi-frequency oscillation based on wide-area measurement information. Patent No. ZL201510900265.1, Application date 2015-12-08, Grant date 2017-10-20.

  4. Jikai Chen, Yanhui Dou, Guoqing Li, Zhenhao Wang, Yechun Xin, Yanjun Zhang, Zijiao Han, He Wang, Yang Li, Yingxuan Yang. Transient fault identification method of AC systems based on information fusion technology of 9MMC converter stations. Patent No. ZL201510954567.6, Application date 2015-12-21, Grant date 2018-02-27.

  5. Zhenhao Wang, Yanhua Zhou, Guoqing Li, Jikai Chen, Yang Li, Chaobin Wang, Yi Xiong, Hongtao Chen. A method for accuracy analysis of MMC digital-analog hybrid simulation system. Patent No. ZL201510333250.1, Application date 2015-06-16, Grant date 2018-04-24.

  6. Guoqing Li, Jikai Chen, Binghui Li, Zhenhao Wang, Jiang Li, He Wang, Yang Li, Yechun Xin, Weiguo Li. Harmonic energy transfer function modeling method for MMC converter station. Patent No. ZL201610253389.X, Application date 2016-04-22, Grant date 2018-04-03.

  7. Jikai Chen, Chuan Sun, Guoqing Li, Zhenhao Wang, Yechun Xin, Yang Li, He Wang. Analysis Method of Harmonic One-way Transmission Characteristics of MMC Converter Stations. Patent No. ZL201611021262.1, Application date 2016-11-15, Grant date 2019-10-11.

  8. Guoqing Li, Houhe Chen, Rufeng Zhang, Tao Jiang, Yang Li, Yechun Xin, Zhenhao Wang, Weiguo Li, He Wang. A two-stage source-load scheduling method and device considering peak shaving and climbing requirements. Patent No. ZL201510715947.5, Application date 2015-10-29, Grant date 2017-12-05.

  9. Jikai Chen, Yanhui Dou, Yang Li, He Wang, Jiang Li, Yechun Xin, Zhenhao Wang, Guoqing Li. Evaluation Method of Transient Disturbance Interactive Influence State for MMC-HVDC. Patent No. ZL201611011196.X, Application date 2016-11-17, Grant date 2019-04-26.

  10. Jikai Chen, Yanhui Dou, Guoqing Li, Yechun Xin, Zhenhao Wang, He Wang, Yang Li. Fuzzy Comprehensive Evaluation Method for the Operation State of MMC Converter Stations. Patent No. ZL201610290927.2, Application date 2016-05-05, Grant date 2019-01-04.

  11. Jikai Chen, Yongquan Wang, Jiang Li, Nantian Huang, He Wang, Yang Li, Zhenhao Wang. H-bridge cascaded parallel harmonic circulation suppression method for SVGs. Patent No. ZL201611175680.6, Application date 2016- 12-19, Grant date 2020-02-14.

  12. Jikai Chen, Yanhui Dou, Zhenhao Wang, Yang Li, Yechun Xin, He Wang. Feature Extraction Method Based on Wavelet Packet Survival Index Singular Entropy for Partial Discharge of Cables. Patent No. ZL201610328153.8, Application date 2016-05-18, Grant date 2020-01-03.

  13. Jikai Chen, Yongquan Wang, Guoqing Li, Zhenhao Wang, Yechun Xin, He Wang, Yang Li. H-bridge cascaded SVG parallel higher harmonic circulating current degree evaluation method. Patent No. ZL201611010735.8, Application date 2016-11-17, Grant date 2021-07-20