百晓学者学者目录

艾芊

上海交通大学电子信息与电气工程学院

个人简介

艾芊,上海交通大学电子信息与电气工程学院教授,研究方向涵盖电力工业、自动化技术与水利水电工程,聚焦于新型电力系统中的建模、保护、调控与低碳运行,代表性工作包括负荷建模、发电机接地故障保护、光伏并网策略、微电网稳定性分析、建筑自动化系统设计、虚拟电厂博弈优化、数字孪生驱动的电力设备数据增强及车网互动与碳交易协同调控等。

精选作品

期刊论文

  1. 卜艺康,贺兴,钟加勇,王佳裕,艾芊(2026). 数字孪生驱动的在役电力设备复合数据增强架构及应用. 《电力系统自动化》.
  2. 贺兴,陈赟,唐佳滢,王佳裕,黄兴德,罗潇,潘智俊,艾芊(2026). 新一代调度体系的挑战与实践——面向需求侧资源群智调度的数字孪生框架. 《电网技术》.
  3. 高扬,胡枭,吕天光,艾芊,贺兴(2026). 考虑车网互动和动态碳交易的多能源虚拟电厂数字孪生调控策略. 《电网技术》.DOI
  4. 沈聪,艾芊,李晓露,高扬,陶伟健,赵晨阳(2026). 基于MPA-CNN-LSTM融合模型与置信区间修正的行业用户负荷潜力评估. 《电力需求侧管理》.
  5. Jiamei Jiang, Jiamei Li, Qian Ai, Zuoming Zhang, Zeyuan Niu, Minyu Chen (2026). Virtual power plant frequency regulation package recommendation based on graph neural networks. IET conference proceedings..DOI
  6. Haojie Zhou, Jiamei Li, Qian Ai, Zhanghua Zheng, Zhiyuan Ma (2026). Load forecasting for virtual power plants using VMDLSTM-transformer with SHAP explainability analysis. IET conference proceedings..DOI
  7. Fei Xiao, Rui Li, H. Wang, Zheng Chunfang, Youya Shang, Qian Ai (2026). Distribution Network Fault Detection and Classification Using an Improved S‐Transform and a Modified Convolutional Neural Network. IET Generation Transmission & Distribution.DOI
  8. Zhuangyan Zhang, Xing He, Zhoujun Ma, Qian Ai, Robert C. Qiu (2026). Eigenvalue Triangle: A Spectrum-Space Representation of Measurement Patterns for Correlation-Aware Network Analysis. IEEE Transactions on Instrumentation and Measurement.DOI
  9. Weijian Tao, Qian Ai, Xiang Li, Gaoquan Ma, Zishi Wang, Di Wang, Cong Shen (2026). Research on the optimal operation strategy for urban rail-transit virtual power plantbased on hybrid energy storage power allocation. IET conference proceedings..DOI
  10. Xingang Yang, Qiunan Yang, Qian Ai, Jiamei Li, Di Wang (2026). Bilevel coordination method for an electricity–carbon coupling ADN with shared energy storage. Electrical Engineering.DOI
  11. Songli Fan, Guodong Xu, Zhengtian Wu, Baoping Jiang, Zhenping Chen, Yang Gao, Qian Ai (2026). Bilevel low-carbon operation of park-level integrated energy systems incorporating heterogeneous user preferences. Sustainable Energy Grids and Networks.DOI
  12. Xiaolu Li, Shuyin Shen, Jiaxin Wang, Jinsong Liu, Hui Li, Qian Ai (2026). Collaborative trading strategies among multi-stakeholders in virtual power plant considering distribution network constraints and multiple uncertainties. Sustainable Energy Grids and Networks.DOI
  13. Minyu Chen, Qian Ai, Yaping Li, Wenbo Mao, Nan Ma (2026). Research on the Analyzation of User-Side Resources Decision-Making Model Based on Social Network Theory. Lecture notes in electrical engineering.DOI
  14. Yikang Bu, Xing He, Qian Ai, Robert Qiu (2026). Evaluation and Analysis of Synthetic Data Saturation Boundaries for Distribution Network Emergent State Identification. IET Generation Transmission & Distribution.DOI
  15. Zhanning Zhang, Yang Gao, Qian Ai, Jing Yang, Jianli Zhao, Jiani Xiang, Tianguang Lv (2026). Two-Stage Optimal Dispatch for Virtual Power Plant Considering AI-Based Digital Twin Modeling and V2G Interaction. IEEE Transactions on Industry Applications.DOI
  16. 漆磊,高扬,艾芊(2025). 基于能量共享的虚拟电厂多产消者混合博弈策略. 《电力建设》.
  17. 刘子腾,赵建立,陶伟健,沈聪,艾芊(2025). 基于V2B技术的智能楼宇分布式能源管理策略. 《综合智慧能源》.
  18. 乔奕宁,肖飞,艾芊,李嘉媚,李昭昱,崔勇,朱靖恺(2025). 虚拟电厂需求侧灵活性资源聚合参与调峰的优化调度策略. 《电力自动化设备》.
  19. 杨心刚,乔奕宁,艾芊,李嘉媚,王帝,高扬(2025). 考虑灵活性资源调用优先级的虚拟电厂调频指令分解策略. 《供用电》.DOI
  20. 赵晨阳,艾芊,李晓露,陶伟健,沈聪,高扬(2025). 基于分布鲁棒模型的冷热电联供虚拟电厂日前-日内协同优化调度策略. 《供用电》.DOI
  21. 艾芊,高扬(2025). 虚拟电厂聚合互动调控关键技术研究与应用. 《供用电》.
  22. 赵宇,贺兴,艾芊(2025). 基于碳流追踪的电动汽车充电站定价方法. 《电力工程技术》.
  23. 陈甜甜,杜凤青,罗祾,陈旻昱,艾芊(2025). 基于连续潮流的电源结构配置方法研究. 《电器与能效管理技术》.DOI
  24. 陈朔,胡昊,方慧敏,王海伟,陈小龙,梅成成,朱佳男,艾芊(2025). 基于虚拟储能的电动汽车充放电调度策略及激励评价. 《系统仿真学报》.DOI
  25. 艾芊,高扬(2025). 特约主编寄语. 《发电技术》.
  26. Zhanghua Zheng, Zhiyuan Ma, Haojie Wang, Di Wang, Jiamei Li, Qian Ai (2025). Research on Business Models of Virtual Power Plants and Roadmap for VPPs in China.DOI
  27. Yikang Bu, X. G. He, Qian Ai, Fujia Han, Ji Qiao, Zhen Zhang (2025). Identification of Hidden Parameters in Complex Systems Based on Random Matrix Theory. International Conference on Power Systems and Electrical Technology (PSET).DOI
  28. Zhe Li, Huaxiao Yang, Gaoxiang Wu, Yu Zhao, Qian Ai (2025). Standardized Virtual Power Plant Dispatch Method for Central Air Conditioning Systems Based on Thermal Modeling. International Conference on Energy and Electrical Power Systems (ICEEPS).DOI
  29. Shumin Sun, Jiawei Xing, Yan Cheng, Peng Yu, Yuejiao Wang, Song Yang, Qian Ai (2025). Optimal Scheduling of Integrated Energy System Based on Carbon Capture–Power to Gas Combined Low-Carbon Operation. Processes.DOI
  30. Shuyan Ma, Xing He, Yechen Han, Qian Ai, Robert C. Qiu (2025). Blind Source Separation in Sustainable Energy Systems Using Free Component Analysis Considering Power‐usage Interdependence. IET Generation Transmission & Distribution.DOI
  31. Zhe Li, Jian Dai, Zhuoheng Wang, Gaoxiang Wu, Zeyuan Niu, Qian Ai (2025). Optimized Control and Modeling for Large-Scale Aggregated Air-Conditioning VPP under Uncertainty. International Conference on Power and Energy Systems (ICPES).DOI
  32. Wenpeng Luan, Longfei Tian, Bochao Zhao, Qian Ai (2025). A multi-timescale blockchain-based virtual power plant trading framework for building integrated photovoltaic prosumers. Applied Energy.DOI
  33. Wei Kang Huang, Suwei Zhai, Chao Zheng, Lei Qi, Qian Ai, Di Wang (2025). Collaborative Optimization Strategy for Multidimensional Flexible Resource Clusters under Multifactor Influences.DOI
  34. Zeyuan Niu, Jiamei Li, Qian Ai, Jiamei Jiang, Qiunan Yang, Haojie Zhou (2025). EV Charging System Considering Power Dispatching Based on Multi-Agent LLMs and CGAN. IEEE Transactions on Intelligent Transportation Systems.DOI
  35. Lei Qi, Qian Ai, Di Wang, Jianli Zhao, Tengzi Liu, Jiani Xiang (2025). A bi-level collaborative operation strategy for multiple virtual power plants based on interval robust linear optimization. Journal of Physics Conference Series.DOI
  36. Songli Fan, Guodong Xu, Baoping Jiang, Zhengtian Wu, Haijun Xing, Yang Gao, Qian Ai (2025). Low-carbon economic operation of commercial park-level integrated energy systems incorporating supply and demand flexibility. Energy.DOI
  37. 陶伟健,艾芊,李晓露(2024). 虚拟电厂协同调度及市场交易的研究现状及展望. 《南方电网技术》.
  38. 艾芊,刘敦楠(2024). 虚拟电厂关键技术与市场机制. 《全球能源互联网》.
  39. 贺兴,潘美琪,艾芊(2024). 小样本学习技术在新型电力系统中的应用与挑战. 《电力系统自动化》.
  40. 朱佳男,艾芊,李嘉媚(2024). 基于分布鲁棒优化的广义共享储能容量配置方法. 《电力系统自动化》.
  41. 张书涵,艾芊,李晓露,王帝(2024). 适用于多虚拟电厂交易的改进拜占庭容错算法共识机制. 《中国电力》.
  42. 漆磊,艾芊,嵇文路,李嘉媚,王帝,潘小辉(2024). 计及隐私保护的弱中心化多产消者能量共享机制. 《电力工程技术》.
  43. 王卫南,艾芊,李晓露,王帝,陈旻昱(2024). 基于改进共识算法的虚拟电厂主从多链交易匹配机制. 《电力工程技术》.
  44. 刘祺,王承民,谢宁,黄淳驿,艾芊(2024). 新型配电系统中考虑电动汽车差异化行为特性的充换电站规划方法. 《智慧电力》.
  45. 张晓峰,艾芊,陈旻昱(2024). 基于风-氢-甲醇-碳捕集一体化的综合能源系统经济运行建模分析. 《现代电力》.
  46. Ziteng Liu, Jianli Zhao, Weijian Tao, Qian Ai (2024). Optimization Scheduling of Combined Heat–Power–Hydrogen Supply Virtual Power Plant Based on Stepped Carbon Trading Mechanism. Electronics.DOI
  47. Zhe Li, Gaoxiang Wu, Qin Fang, Xuewen Wang, Qian Ai, Yu Zhao (2024). Solution of Bi-level Optimization Problem of Virtual Power Plant Participation in Demand Response Based on Genetic Algorithm. International Conference on Electrical Engineering and Control Science (IC2ECS).DOI
  48. Juan Zuo, Qian Ai, Wenbo Wang, Weijian Tao (2024). Day-Ahead Economic Dispatch Strategy for Distribution Networks with Multi-Class Distributed Resources Based on Improved MAPPO Algorithm. Mathematics.DOI
  49. Xingang Yang, Jiamei Jiang, Qian Ai, Di Wang, Minyu Chen, Qiunan Yang (2024). Research on the Operational Strategies and Benefit Allocation Mechanisms of Virtual Power Plants for Multi-Timescale Peak Regulation Services Within the Electricity-Carbon Synergy Market Environment. International Conference on Smart City and Green Energy (ICSCGE).DOI
  50. Xing He, Z. Zhang, Qian Ai, Zenan Ling, Yuezhong Tang, Robert C. Qiu (2024). Transparent enhancement of active distribution network through FCA-based blind decomposition. Applied Energy.DOI
  51. Deng-Yin Jiang, Xiaoqian Zhou, Qian Ai, Yuanjun Hou, Yuan Zhao (2024). A decentralized optimization framework for multi-MGs in distribution network considering parallel architecture. International Journal of Electrical Power & Energy Systems.DOI
  52. Xing He, Yuezhong Tang, Shuyan Ma, Qian Ai, Fei Tao, Robert C. Qiu (2024). Redefinition of Digital Twin and Its Situation Awareness Framework Designing Toward Fourth Paradigm for Energy Internet of Things. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
  53. Alireza Sharifi, Amin Sharafian, Qian Ai (2024). Observer-based control for consensus tracking of non-linear synchronous generators system using sliding mode method and a radial basis function neural network. The European Physical Journal Special Topics.DOI
  54. Biao Xu, Wenpeng Luan, Jing Yang, Bochao Zhao, Chao Long, Qian Ai, Jiani Xiang (2024). Integrated three-stage decentralized scheduling for virtual power plants: A model-assisted multi-agent reinforcement learning method. Applied Energy.DOI
  55. Yechen HAN, Xing He, Haihong ZHANG, Yuanjun Zuo, Wenjing Zhang, Qian Ai, Zhuo CHEN (2024). Metaverse Framework Designing for Energy Scheduling in Energy Internet of Things Considering Emergence. Digital Twin.DOI
  56. Yin Cai, Yang Zhang, Qi Yu, Lei Qi, Qian Ai, Di Wang, Weijian Tao (2024). Multi-VPP multicentralized collaborative co-governance model based on DPoS consensus mechanism.DOI
  57. Jianli Zhao, Jiani Xiang, Ziteng Liu, Yi Lu, Lei Qi, Qian Ai, Di Wang, Weijian Tao (2024). A distributed low-carbon dispatch model for regional multi-integrated energy microgrids considering carbon trading.DOI
  58. Ying Cai, Li Wang, Yang Zhang, Qian Ai (2024). Research on improved consensus based on multivirtual power plant trading system.DOI
  59. Fei Xiao, Yong Cui, Jingkai Zhu, Yining Qiao, Zhaoyu Li, Qian Ai (2024). A load-side resource aggregation method based on Minkowski Sum. Journal of Physics Conference Series.DOI
  60. Ce Shang, Ling Li, Yuyou Ge, Suwei Zhai, Xinfu Song, Qian Cao, Qian Ai (2024). Robust planning upon unit commitment. International Journal of Electrical Power & Energy Systems.DOI
  61. Di Wang, Qian Ai, Kedong Zhu, Guorong Gao, Minyu Chen (2024). Research on a Resource Modeling and Power Prediction Method Based on Virtual Aggregation. Electronics.DOI
  62. 艾芊(2023). 区域能源互联网智能调控技术.
  63. 艾芊(2023). 能源互联下成员的行为决策分析.
  64. 赵建立,向佳霓,汤卓凡,漆磊,艾芊,王帝,殷爽睿(2023). 虚拟电厂在上海的实践探索与前景分析. 《中国电力》.
  65. 郭光华,亓新宏,王瑞琪,樊相臣,程浩原,艾芊,孙树敏,邢家维(2023). 基于联邦学习的综合能源系统集成需求响应机制. 《电力自动化设备》.
  66. 李昭昱,艾芊(2023). 分时电价下居民用户用电需求响应估计方法. 《电力自动化设备》.DOI
  67. Xing He, Qian Ai, Yuezhong Tang, Robert C. Qiu, Canbing Li (2023). Exploration of Superposition Theorem in Spectrum Space for Composite Event Analysis in an ADN. IEEE Transactions on Power Systems.DOI
  68. Songli Fan, Guodong Xu, Zhenping Chen, Haijun Xing, Yang Gao, Qian Ai (2023). Carbon-embedded energy coordination strategy in park-level integrated energy system considering time-varying carbon emission measurement. Journal of Cleaner Production.DOI
  69. Lei Qi, Qian Ai (2023). Low Carbon Robust Optimization Operation Strategy for Multi-Prosumers Based on Electricity and Heat Distributed Trading Model. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
  70. Haoyuan Cheng, Qian Ai (2023). A Cost Optimization Method Based on Adam Algorithm for Integrated Demand Response. Electronics.DOI
  71. Zhaoyu Li, Yufan Zhang, Qian Ai (2023). Shape-based clustering for demand response potential evaluation: A perspective of comprehensive evaluation metrics. Sustainable Energy Grids and Networks.DOI
  72. Zhiwen Yu, Zhaoming Qiu, Ying Ling Cai, Weijian Tao, Qian Ai, Di Wang (2023). Hybrid Game Trading Mechanism for Virtual Power Plant Based on Main-Side Consortium Blockchains. Electronics.DOI
  73. G. Zhan, Qian Ai, Jiahang Li (2023). Real-time control strategy research for electric vehicle clusters participating in frequency regulation ancillary services. IET conference proceedings..DOI
  74. Guilin Wang, Jianli Zhao, Qingrong Zheng, Ziteng Liu, Lei Qi, Weijian Tao, Qian Ai, Di Wang (2023). Bidirectional Matching Model of Virtual Power Plant and Distributed Resources Considering Multiple Uncertainties. International Conference on Smart Grids and Energy Systems (SGES).DOI
  75. Jianli Zhao, Qingrong Zheng, Jiani Xiang, Weijian Tao, Qian Ai, Di Wang (2023). Research on Trading Mechanism for Peak Shaving and Ancillary Services Market in Virtual Power Plants Based on Blockchain Technology. Power System and Green Energy Conference (PSGEC).DOI
  76. Jiawei Xing, Shumin Sun, Peng Yu, Yan Cheng, Yong Li, Shibai Wang, Yuejiao Wang, Li Jing Sun, Di Wang, Qian Ai (2023). Optimal configuration of multi energy flow system of electric heating and cooling air considering source load uncertainty. International Conference on Mechanical, Electronics and Electrical and Automation Control (METMS).DOI
  77. Yufan Zhang, Qiuwei Wu, Qian Ai, João P. S. Catalào (2023). Closed-loop Aggregated Baseline Load Estimation using Contextual Bandit with Policy Gradient. IEEE Power & Energy Society General Meeting (PESGM).DOI
  78. Haoyuan Cheng, Qian Ai (2023). Federated learning application in distributed energy trading in integrated energy system. Energy Reports.DOI
  79. Zhaoyu Li, Qian Ai (2023). Managing Considerable Distributed Resources for Demand Response: A Resource Selection Strategy Based on Contextual Bandit. Electronics.DOI
  80. Yang Liu, Lisheng Li, Yong Sun, Shidong Zhang, Di Wang, Qian Ai (2023). Research on multidimensional risk assessment system of renewable energy distribution network based on value at risk. International Symposium on Advances in Electrical, Electronics and Computer Engineering (ISAEECE).DOI
  81. Songli Fan, Qian Ai, XU Guo-dong, Haijun Xing, Yang Gao (2023). Cooperative coordination between port microgrid and berthed ships with emission limitation and peak awareness. Energy Reports.DOI
  82. Jianan Zhu, Qian Ai, Yun Chen, Jiayu Wang (2023). Single-Location and Multi-Locations Scenarios Generation for Wind Power Based On WGAN-GP. Journal of Physics Conference Series.DOI
  83. Zhiwen Yu, Chaoyang Qiu, Zehao Wang, Qian Ai (2023). Research on Virtual Power Plant Trading Matching Mechanism Based on Blockchain Technology.DOI
  84. 程浩原,艾芊,孙东磊,李雪亮(2022). 多微电网虚拟备用模型在计及不确定性的需求侧资源分配中的应用. 《电力自动化设备》.
  85. 湛归,殷爽睿,艾芊,陈赟,王佳裕,崔勇(2022). 智能楼宇型虚拟电厂参与电力系统调频辅助服务策略. 《电力工程技术》.
  86. 蒋从伟,欧庆和,吴仲超,张健,杨澍,朱佳男,艾芊(2022). 基于联盟博弈的多微网共享储能联合配置与优化. 《中国电力》.
  87. 艾芊(2022). 双碳目标下虚拟电厂资源聚合与协同调控研究. 《电力工程技术》.
  88. 孙子茹,艾芊,居来提·阿不力孜,何峰,袁少伟(2022). 考虑季节性氢储及期货式碳交易的综合能源系统年度规划研究. 《中国电力》.
  89. 董文杰,李俊格,田志强,孙英英,曾顺奇,艾芊(2022). 考虑精细模型的电-气综合能源系统优化运行方法. 《电测与仪表》.
  90. Xing He, Qian Ai, Bo Pan, Lei Tang, Robert Qiu (2022). Spatial-temporal data analysis of digital twin [version 1; peer review: 1 approved, 2 approved with reservations].DOI
  91. Jiani Xiang, Jianli Zhao, Wenjuan Zhou, Di Wang, Qian Ai, Shuangrui Yin, Lei Qi (2022). Consensus mechanism of virtual power plant transaction blockchain based on credit value. International Academic Exchange Conference on Science and Technology Innovation (IAECST).DOI
  92. Haoyuan Cheng, Qian Ai (2022). Integrated Demand Response Design of Integrated Energy System with Mobile Hydrogen Energy Storage in Time-Domain Two-Port Model. Electronics.DOI
  93. Xin Hua Jiang, Qian Ai, Yun Chen, Jiayu Wang (2022). Low-carbon economic optimal dispatch strategy of integrated energy system considering electric-heat flexible load and carbon trading. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
  94. Yufan Zhang, Honglin Wen, Qiuwei Wu, Qian Ai (2022). Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning. IEEE Transactions on Smart Grid.DOI
  95. Juan Zuo, Wenbo Wang, Xin Sheng Jiang, Qian Ai (2022). Operation optimization of virtual power plant based on multi-energy coupling under ladder-type carbon trading mechanism. International Conference on Electromechanical Control Technology and Transportation (ICECTT).DOI
  96. P. Yu, J. Xing, Y. Li, Sophia Sun, Y. Cheng, S. Li, Yan Wang, Han Zhang, G. Zhan, Qian Ai (2022). A scenario generation method of integrated energy systems based on deep convolution generative adversarial nets. IET conference proceedings..DOI
  97. Shucheng Sun, Yong Cheng, J. Xing, Ye Li, Peng Yu, S. Li, Yan Wang, Haijing Zhang, H. Cheng, Qian Ai (2022). A preliminary study on a demand response mechanism of multi-energy system based on federated learning. IET conference proceedings..DOI
  98. S. Shi, Jianmin Zhou, X. ling, Yu Juan Cui, Qiang Zhang, Jianguo Zhu, Qian Ai (2022). Recovery capability evaluation of multi-energy distribution system based on heterogeneous information network. IET conference proceedings..DOI
  99. Yu Ming Qi, Ying Cai, Lei Qi, Qian Ai, Di Wang (2022). Improved Hybrid Consensus Mechanism Based on Virtual Power Plant Dispatching. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
  100. ZHAN Gui, YIN Shuangrui, Qian Ai, Yun Chen, WANG Jiayu, CUI Yong (2022). A strategy for smart building-based virtual power plants participating in frequency regulation auxiliary service. DOAJ (DOAJ: Directory of Open Access Journals).DOI
  101. Songli Fan, Guodong Xu, Qian Ai, Yang Gao (2022). Community Market Based Energy Trading Among Interconnected Microgrids With Adjustable Power. IEEE Transactions on Industry Applications.DOI
  102. Fan Yang, Zenan Ling, Yuhang Zhang, Xing He, Qian Ai, Robert C. Qiu (2022). Event Detection, Localization, and Classification Based on Semi-Supervised Learning in Power Grids. IEEE Transactions on Power Systems.DOI
  103. Shuangrui Yin, Qian Ai, Jiamei Li, Da Li, Qinglei Guo (2022). Trading mode design for a virtual power plant based on main-side consortium blockchains. Applied Energy.DOI
  104. Xing He, Qian Ai, Jingbo Wang, Fei Tao, Bo Pan, Robert C. Qiu, Bo Feng Yang (2022). Situation Awareness of Energy Internet of Things in Smart City Based on Digital Twin: From Digitization to Informatization. IEEE Internet of Things Journal.DOI
  105. Xiaofeng Zhang, Qian Ai, Shumin Sun (2022). Low-Carbon Dispatch Optimization of Multi-energy complementary Integrated Energy System Combining Wind power/ Photovoltaic/Carbon capture. IEEE International Conference on Industrial Technology (ICIT).DOI
  106. Jiamei Li, Qian Ai, Minyu Chen, Kaiyi Huang (2022). Aggregator’s scheduling and offering strategy for renewable integration based on information gap decision theory. Energy Reports.DOI
  107. Xing He, Qian Ai, Bo Pan, Lei Tang, Robert C. Qiu (2022). Spatial-temporal data analysis of digital twin. Digital Twin.DOI
  108. Haosen Yang, Xing He, Ziqiang Wang, Robert C. Qiu, Qian Ai (2022). Blind False Data Injection Attacks Against State Estimation Based on Matrix Reconstruction. IEEE Transactions on Smart Grid.DOI
  109. Yuxiang Zhu, Mao Tian, Gui Zhan, Qian Ai, Shuangrui Yin (2022). Optimal Scheduling Model for Virtual Power Plant Participating in Energy and Regulation Markets. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
  110. Fan Yang, Zenan Ling, Yuhang Zhang, Xing He, Qian Ai, Robert C. Qiu (2022). Event Detection and Identification in Distribution Networks Based on Invertible Neural Networks and Pseudo Labels. Frontiers in Energy Research.DOI
  111. Jiamei Li, Qian Ai, Shuangrui Yin (2022). Coordinated bidding and trading strategy for wind power and thermostatic load in a novel market framework. IET Renewable Power Generation.DOI
  112. 殷爽睿,艾芊,姜子卿,孙东磊,李雪亮(2021). 需求侧综合能源站实时市场竞标与能量管理协同优化策略. 《中国电机工程学报》.DOI
  113. 张冲,艾芊,贺兴,陈赟,王佳裕(2021). 基于数据驱动的潮流雅可比矩阵估计方法研究. 《智慧电力》.
  114. 李嘉媚,艾芊(2021). 考虑调峰辅助服务的虚拟电厂运营模式. 《电力自动化设备》.DOI
  115. Ziru Sun, Minyu Chen, Qian Ai, Congwei Jiang, Qinghe Ou, Zhongchao Wu (2021). Multi-station integration scenario planning and economic benefit analysis based on dynamic adjustment of capacity-load ratio. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
  116. Minyu Chen, Ziru Sun, Xing He, Qian Ai (2021). An Improved Comprehensive Benefit Evaluation Model for BESS Based on Project Pursuit and Simulated Annealing Algorithm. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
  117. Haoyuan Cheng, Qian Ai, Yun Chen, Jiayu Wang, Xingde Huang, Yufan Zhang (2021). Heterogeneous resources self-organizing demand response model based on federal thought and influence model. International Conference on Power System Technology (POWERCON).DOI
  118. Dong Zhang, Chao Yang, Qian Ai, Zheng Yan (2021). Research on Economic Competitiveness of Centralized and Distributed Wind and Solar Power. International Conference on Power and Energy Engineering (ICPEE).DOI
  119. Haosen Yang, Xin Chun Shi, Robert C. Qiu, Xing He, Qian Ai, Ziqiang Wang (2021). Monitoring Data Factorization of High Renewable Energy Penetrated Grids for Probabilistic Static Voltage Stability Assessment. IEEE Transactions on Smart Grid.DOI
  120. Xiaofeng Zhang, Shuangrui Yin, Min‐Yu Chen, Qian Ai, Yun Chen, Jiayu Wang (2021). Research On Medium And Long Term Unit Commitment Of Wind Power Consumption Considering Carbon Reduction. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
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  122. Ce Shang, Teng Lin, Canbing Li, Keyou Wang, Qian Ai (2021). Joining resilience and reliability evaluation against both weather and ageing causes. Renewable and Sustainable Energy Reviews.DOI
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  128. Ran Hao, Tianguang Lü, Qian Ai, Hongyin He (2021). Data-oriented distributed demand response optimization with global inequality constraints based on multi-agent system. International Journal of Electrical Power & Energy Systems.DOI
  129. Yi Han, Zhongmin Qian, Danlu Shao, Qiujia Lin, Zhexuan Tang, Minyu Chen, Qian Ai (2021). Improved Fault Location Algorithm for Radial Distribution Network Based on Power Failure Information. Journal of Physics Conference Series.DOI
  130. Yong Jun Cui, Fei Xiao, Weihong Wang, Ziru Sun, Qian Ai, Minjie Jin, Yue Yu (2021). The Mechanism of Virtual Power Plant Participating in the Peak Regulation Auxiliary Service Market. Asia Energy and Electrical Engineering Symposium (AEEES).DOI
  131. Haosen Yang, Robert C. Qiu, Yingqi Liang, Xing He, Qian Ai (2021). Learning Voltage Stability with Missing Data Using Phasor Measurements. Asia Energy and Electrical Engineering Symposium (AEEES).DOI
  132. Yi Hong Han, Zhongmin Qian, Danlu Shao, Qiujia Lin, Shuangrui Yin, Minyu Chen, Qian Ai (2021). Small Signal Stability Analysis of Microgrid with Multiple Parallel Inverters. IOP Conference Series Earth and Environmental Science.DOI
  133. Ziru Sun, Minyu Chen, Qian Ai, Long Zhao, Xiaoming Liu, Donglei Sun (2021). An Optimization Strategy for Intra-day Demand Response Based on Security Constraints. Journal of Physics Conference Series.DOI
  134. Ran Hao, Tianguang Lü, Qian Ai, Hongying He (2021). Distributed Online Dispatch For Microgrids Using Hierarchical Reinforcement Learning Embedded With Operation Knowledge. IEEE Transactions on Power Systems.DOI
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  147. Caiming Yang, Wenxing Wang, Xinxin Zhang, Qinhui Guo, Tianyi Zhu, Qian Ai (2020). A Parallel Electrical Optimized Load Forecasting Method Based on Quasi-Recurrent Neural Network. Proceedings of 2020 International Conference on New Energy,Power and Environmental Engineering(NEPEE2020).DOI
  148. Yufan Zhang, Qian Ai, Zhao‐Yu Li (2020). Improving aggregated baseline load estimation by Gaussian mixture model. Energy Reports.DOI
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  151. Pengfei Zhao, Chenghong Gu, Zhidong Cao, Qian Ai, Yue Xiang, Tao Ding, Xi Lu, Xinlei Chen, Shuangqi Li (2020). Water-Energy Nexus Management for Power Systems. IEEE Transactions on Power Systems.DOI
  152. Xuyang Zhang, Fengming Zhang, Chao Chen, Yingtao Sun, Qian Ai, Minyu Chen (2020). Analysis and Comparison for The Profit Model of Energy Storage Power Station. International Conference on Electronics, Communication and Aerospace Technology (ICECA).DOI
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  154. Pengfei Zhao, Xi Lu, Zhidong Cao, Chenghong Gu, Qian Ai, Hong Liu, Yuankai Bian, Shuangqi Li (2020). Volt-VAR-Pressure Optimization of Integrated Energy Systems With Hydrogen Injection. IEEE Transactions on Power Systems.DOI
  155. Tianguang Lü, Xinyu Chen, Michael B. McElroy, Chris Nielsen, Qiuwei Wu, Qian Ai (2020). A Reinforcement Learning-Based Decision System for Electricity Pricing Plan Selection by Smart Grid End Users. IEEE Transactions on Smart Grid.DOI
  156. Xing He, Robert C. Qiu, Qian Ai, Tianyi Zhu (2020). A Hybrid Framework for Topology Identification of Distribution Grid With Renewables Integration. IEEE Transactions on Power Systems.DOI
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  158. Ran Hao, Qian Ai, Yuquan Liu, Wen Xiong, Li Wang, Zhiwen Yu, Ziqing Zhang, Yufan Zhang (2020). Distributed Interactive Energy Management for Networked Microgrids based on Nested Architecture. IEEE Power & Energy Society General Meeting (PESGM).DOI
  159. Ran Hao, Tianguang Lü, Qian Ai, Zhe Wang, Xiaolong Wang (2020). Distributed online learning and dynamic robust standby dispatch for networked microgrids. Applied Energy.DOI
  160. Lu Chen, Xuehui Zhao, Duanchao Li, Jiamei Li, Qian Ai (2020). Optimal Bidding Strategy for Virtual Power Plant Using Information Gap Decision Theory. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
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  162. Yufan Zhang, Qian Ai, Hao Wang, Zhaoyu Li, Xiaoqian Zhou (2020). Energy theft detection in an edge data center using threshold-based abnormality detector. International Journal of Electrical Power & Energy Systems.DOI
  163. Jianguang Zhang, Jianhao Zhang, Wenxing Wang, Jianhui Guo, Tianyi Zhu, Qian Ai (2020). A Parallel Optimized Load Forecasting Method Based on Simple Recurrent Units. Asia Energy and Electrical Engineering Symposium (AEEES).DOI
  164. Fei Xiao, Tianguang Lü, Qian Ai, Xiaolong Wang, Xinyu Chen, Sidun Fang, Qiuwei Wu (2020). Design and Implementation of a Data-Driven Approach to Visualizing Power Quality. IEEE Transactions on Smart Grid.DOI
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  166. Wenbo Li, Jianjun Su, Xin Wang, Jiamei Li, Qian Ai (2020). Fault location of distribution networks based on multi-source information. Global Energy Interconnection.DOI
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  190. Fei Xiao, Tianguang Lü, Mingli Wu, Qian Ai (2019). Maximal overlap discrete wavelet transform and deep learning for robust denoising and detection of power quality disturbance. IET Generation Transmission & Distribution.DOI
  191. Yufan Zhang, Qian Ai, Zhaoyu Li, Shuangrui Yin, Kaiyi Huang, Muhammad Yousif, Tianguang Lü (2019). Data augmentation strategy for small sample short‐term load forecasting of distribution transformer. International Transactions on Electrical Energy Systems.DOI
  192. Fan Hu, Yuquan Liu, Qian Ai, Wen Xiong (2019). Agent-Based Simulation for Electric Vehicle Aggregators’ Bidding and Pricing Strategy Considering Reserve Provision and EV Response. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
  193. Songli Fan, Guodong Xu, Qian Ai (2019). Multi-agent Cooperative Interaction Mechanism in a Community Integrated Energy System Using Nash Bargaining Theory. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
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  199. Yufan Zhang, Qian Ai, Fei Xiao, Ran Hao, Tianguang Lü (2019). Typical wind power scenario generation for multiple wind farms using conditional improved Wasserstein generative adversarial network. International Journal of Electrical Power & Energy Systems.DOI
  200. Muhammad Yousif, Qian Ai, Yang Gao, Waqas Ahmad Wattoo, Ziqing Jiang, Ran Hao (2019). An optimal dispatch strategy for distributed microgrids using PSO. CSEE Journal of Power and Energy Systems.DOI
  201. Sanjeev Dutta, Qian Ai, Ashok Adhikari, Yue Wang, Yufan Zhang, Li Zhaoyu (2019). Modelling and Cost Optimization of an Islanded Microgrid with an Existing Microhydro using HOMER Software.DOI
  202. Muhammad Yousif, Qian Ai, Muhammad Tuoqeer Anwar, Shuangrui Yin, Yang Gao, Ran Hao (2019). Modeling Low Carbon and Low-Cost Electricity Supply for Pakistan. IEEE Conference on Industrial Electronics and Applications (ICIEA).DOI
  203. Xiaoqian Zhou, Qian Ai (2019). Distributed economic and environmental dispatch in two kinds of CCHP microgrid clusters. International Journal of Electrical Power & Energy Systems.DOI
  204. Alireza Sharifi, Amin Sharafian, Qian Ai (2019). Disturbance Rejection Consensus Tracking of Multi-Agent System for Nonlinear Dynamic Model of Synchronous Generators in Micro-Grids. International Conference on Control, Automation and Robotics (ICCAR).DOI
  205. Ran Hao, Qian Ai, Ti Guan, Yan Cheng, Dajun Wei (2019). Decentralized price incentive energy interaction management for interconnected microgrids. Electric Power Systems Research.DOI
  206. Xiaoqian Zhou, Qian Ai (2019). An integrated two-level distributed dispatch for interconnected microgrids considering unit commitment and transmission loss. Journal of Renewable and Sustainable Energy.DOI
  207. Yang Gao, Qian Ai, Xiaoyu Wang, Muhammad Yousif (2019). Distributed Cooperative Economic Optimization Strategy of a Regional Energy Network Based on Energy Cell–Tissue Architecture. IEEE Transactions on Industrial Informatics.DOI
  208. Muhammad Yousif, Qian Ai, Yang Gao, Waqas Ahmad Wattoo, Ran Hao, Ziqing Jiang (2019). Dataset for Scheduling Strategies for Microgrids Coupled with Natural Gas Networks. Data.DOI
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  210. Ran Hao, Tianguang Lü, Qiuwei Wu, Xinyu Chen, Qian Ai (2019). Distributed Piecewise Approximation Economic Dispatch for Regional Power Systems Under Non-Ideal Communication. IEEE Access.DOI
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  229. Muhammad Yousif, Qian Ai, Yang Gao, Waqas Ahmad Wattoo, Ziqing Jiang, Ran Hao (2018). An Optimal Dispatch Strategy for Distributed Micro-Grids. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
  230. Tianguang Lü, Qian Ai, Wei‐Jen Lee, Zhe Wang, Hongying He (2018). An Aggregated Decision Tree-Based Learner for Renewable Integration Prediction. Conference record.DOI
  231. Ran Hao, Qian Ai, Yuchao Zhu, Ziqing Jiang (2018). Decentralized self-discipline scheduling strategy for multi-microgrids based on virtual leader agents. Electric Power Systems Research.DOI
  232. Ziqing Jiang, Qian Ai, Siyuan Yang, Ran Hao (2018). An Interactive Dispatching strategy for Virtual Power Plants Based on Multi-Energy Coordination and Demand Side Bidding. IEEE Power & Energy Society General Meeting (PESGM).DOI
  233. Ran Hao, Qian Ai, Yuchao Zhu, Ziqing Jiang, Zhiwen Yu (2018). Design of a distributed non‐linear stabiliser in MG using synergetic control theory. IET Generation Transmission & Distribution.DOI
  234. Fei Xiao, Qian Ai (2018). Data-Driven Multi-Hidden Markov Model-Based Power Quality Disturbance Prediction That Incorporates Weather Conditions. IEEE Transactions on Power Systems.DOI
  235. Xiaoqian Zhou, Qian Ai, Hao Wang (2018). Consensus-based distributed economic dispatch incorporating storage optimization and generator ramp-rate constraints in microgrids. Journal of Renewable and Sustainable Energy.DOI
  236. Xiaoqian Zhou, Qian Ai, Hao Wang (2018). A distributed dispatch method for microgrid cluster considering demand response. International Transactions on Electrical Energy Systems.DOI
  237. Songli Fan, Qian Ai, Longjian Piao (2018). Bargaining-based cooperative energy trading for distribution company and demand response. Applied Energy.DOI
  238. Yang Gao, Qian Ai (2018). Hierarchical Coordination Control for Interconnected Operation of Electric-thermal-gas Integrated Energy System with Micro-energy Internet Clusters. IEEE Journal of Emerging and Selected Topics in Power Electronics.DOI
  239. Songli Fan, Qian Ai, Longjian Piao (2018). Hierarchical Energy Management of Microgrids including Storage and Demand Response. Energies.DOI
  240. Ziqing Jiang, Ran Hao, Qian Ai, Zhiwen Yu, Fei Xiao (2018). Extended multi‐energy demand response scheme for industrial integrated energy system. IET Generation Transmission & Distribution.DOI
  241. Tianguang Lü, Wei‐Jen Lee, Qian Ai, Songtao Lu (2018). A Priority Decision Making Based Bidding Strategy for Interactive Aggregators. IEEE Transactions on Industry Applications.DOI
  242. Yang Gao, Qian Ai (2018). A distributed coordinated economic droop control scheme for islanded AC microgrid considering communication system. Electric Power Systems Research.DOI
  243. Ran Hao, Qian Ai, Ziqing Jiang, Yuchao Zhu (2018). A novel adaptive control strategy of interconnected microgrids for delay-dependent stability enhancement. International Journal of Electrical Power & Energy Systems.DOI
  244. Ran Hao, Ziqing Jiang, Qian Ai, Zhiwen Yu, Yuchao Zhu (2018). Hierarchical optimisation strategy in microgrid based on the consensus of multi‐agent system. IET Generation Transmission & Distribution.DOI
  245. Tianguang Lü, Qian Ai, Zhaoyu Wang (2018). Interactive game vector: A stochastic operation-based pricing mechanism for smart energy systems with coupled-microgrids. Applied Energy.DOI
  246. Tianguang Lü, Zhaoyu Wang, Jianhui Wang, Qian Ai, Chong Bo Wang (2018). A Data-Driven Stackelberg Market Strategy for Demand Response-Enabled Distribution Systems. IEEE Transactions on Smart Grid.DOI
  247. 刘育权,吴琼,姜子卿,艾芊(2017). 基于需求响应的跨区域互联电力市场输电阻塞管理. 《南方电网技术》.
  248. 余志文,艾芊,熊文(2017). 基于多智能体一致性协议的微电网分层分布实时优化策略. 《电力系统自动化》.
  249. 余志文,艾芊(2017). 基于多智能体一致性的微电网自适应下垂控制策略. 《电力自动化设备》.
  250. 王哲,杨鹏,刘思源,储真荣,艾芊(2017). 考虑需求响应和多能互补的虚拟电厂协调优化策略. 《电力建设》.
  251. Xiaoqian Zhou, Qian Ai, Hao Wang (2017). Adaptive Marginal Costs-Based Distributed Economic Control of Microgrid Clusters Considering Line Loss. Energies.DOI
  252. Xiaohe Yan, Chenghong Gu, Furong Li, Qian Ai (2017). Cost-benefit Comparison of Different Techniques for Addressing Wind Curtailment. Energy Procedia.DOI
  253. Yang Gao, Qian Ai (2017). Distributed cooperative optimal control architecture for AC microgrid with renewable generation and storage. International Journal of Electrical Power & Energy Systems.DOI
  254. Yang Gao, Qian Ai (2017). Distributed multi‐agent control for combined AC/DC grids with wind power plant clusters. IET Generation Transmission & Distribution.DOI
  255. Tianguang Lü, Wei‐Jen Lee, Qian Ai, Songtao Lu (2017). A priority decision making-based bidding strategy for interactive aggregators. Conference record.DOI
  256. Fei Xiao, Qian Ai (2017). Electricity theft detection in smart grid using random matrix theory. IET Generation Transmission & Distribution.DOI
  257. Fei Xiao, Qian Ai (2017). New modeling framework considering economy, uncertainty, and security for estimating the dynamic interchange capability of multi-microgrids. Electric Power Systems Research.DOI
  258. Yang Gao, Qian Ai (2017). Multi Point Voltage Control for DFIG wind farms in VSC-MTDC Network. International Journal of Emerging Electric Power Systems.DOI
  259. Ziqing Jiang, Qian Ai (2017). Agent-based simulation for symmetric electricity market considering price-based demand response. Journal of Modern Power Systems and Clean Energy.DOI
  260. Tianguang Lü, Zhaoyu Wang, Qian Ai, Wei‐Jen Lee (2017). Interactive Model for Energy Management of Clustered Microgrids. IEEE Transactions on Industry Applications.DOI
  261. Fei Xiao, Zi‐Qing Jiang, Qian Ai, Ran Hao (2017). Situation awareness of power system based on static voltage security region. The Journal of Engineering.DOI
  262. Ziqing Jiang, Fei Xiao, Qian Ai, Qilin He, Qiu Sun (2017). Two‐phase integrated optimisation strategy for network restoration with photovoltaic generation. The Journal of Engineering.DOI
  263. 徐意婷,艾芊(2016). 考虑碳税策略的微网与常规机组协同运行. 《电力系统自动化》.
  264. 徐意婷,艾芊(2016). 含微电网的主动配电网协调优化调度方法. 《电力自动化设备》.
  265. Zhiwen Yu, Qian Ai, Xing He, Longjian Piao (2016). Adaptive Droop Control for Microgrids Based on the Synergetic Control of Multi-Agent Systems. Energies.DOI
  266. Tianguang Lü, Zhaoyu Wang, Qian Ai, Wei‐Jen Lee (2016). Interactive model for energy management of clustered microgrids. Conference record.DOI
  267. Qian Ai, Songli Fan, Longjian Piao (2016). Optimal scheduling strategy for virtual power plants based on credibility theory. Protection and Control of Modern Power Systems.DOI
  268. Zhiwen Yu, Qian Ai, Jinxia Gong, Longjian Piao (2016). A Novel Secondary Control for Microgrid Based on Synergetic Control of Multi-Agent System. Energies.DOI
  269. Xing He, Robert C. Qiu, Qian Ai, Lei Chu, Xinyi Xu, Zenan Ling (2016). Designing for Situation Awareness of Future Power Grids: An Indicator System Based on Linear Eigenvalue Statistics of Large Random Matrices. IEEE Access.DOI
  270. Yousif Yahya, Qian Ai, Adel Elhadi M. Yahya (2016). Power Transformer Fault Diagnosis Using Fuzzy Reasoning Spiking Neural P Systems. Journal of Intelligent Learning Systems and Applications.DOI
  271. 于凯,余志文,肖斐,陈静鹏,艾芊(2015). 能源互联网概述. 《电器与能效管理技术》.
  272. 朴龙健,艾芊,贺兴(2015). 基于分布式电源与电动汽车的微电网能量调度策略. 《电器与能效管理技术》.
  273. 陈静鹏,余志文,艾芊(2015). 面向能源互联网的能量路由器研究. 《电器与能效管理技术》.
  274. 艾芊(2015). “刚柔相济”——能源互联网专辑寄语. 《电器与能效管理技术》.
  275. 徐意婷,艾芊(2015). 基于全景理论的多微网聚合优化运行. 《电力系统保护与控制》.
  276. 蔡德华,贺兴,王利国,李豪天,汪鹏敏,艾芊(2015). 基于互联的微电网集群化运作整体设计与实现. 《电器与能效管理技术》.
  277. 谢善益,陈静鹏,翟瑞聪,刘先虎,李保国,艾芊(2015). 基于储能的直流微电网能量管理和电压控制研究. 《电器与能效管理技术》.
  278. 朴龙健,艾芊,余志文,陈静鹏(2015). 计及客户满意度的电动汽车多代理充电定价策略. 《电力系统自动化》.
  279. 章健,梅彦,贺兴,艾芊(2015). 新一代智能电网的管理——多微电网的网络架构、运行模式及控制策略研究. 《电器与能效管理技术》.
  280. 金明雨,艾芊,高烨,赵万剑(2015). 光伏并网对继电保护及电能质量的影响分析. 《供用电》.
  281. 欧郁强,余志文,闻建中,王利国,綦孝文,艾芊(2015). 微电网中心控制器的研究. 《电器与能效管理技术》.
  282. Chenghong Gu, Da Gang Xie, Junbo Sun, Xitian Wang, Qian Ai (2015). Optimal Operation of Combined Heat and Power System Based on Forecasted Energy Prices in Real-Time Markets. Energies.DOI
  283. Tianguang Lv, Qian Ai (2015). Interactive energy management of networked microgrids-based active distribution system considering large-scale integration of renewable energy resources. Applied Energy.DOI
  284. Tianguang Lv, Qian Ai, Yuanyuan Zhao (2015). A bi-level multi-objective optimal operation of grid-connected microgrids. Electric Power Systems Research.DOI
  285. Jianmo Ni, Qian Ai (2015). Economic power transaction using coalitional game strategy in micro‐grids. IET Generation Transmission & Distribution.DOI
  286. Qiang Zeng, Jingpeng Chen, Jianmo Ni, Qian Ai, Zhaoyu Wang, Ruicong Zhai, Xu Ping, Chengzhi Ma, Pengmin Wang (2015). A research on design and evaluation of BIPV. IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies.DOI
  287. Songli Fan, Qian Ai (2015). Day-ahead scheduling strategy of virtual power plant under uncertainties. IEEE PES Asia-Pacific Power and Energy Engineering Conference.DOI
  288. Yuqiang Ou, Jianzhong Wen, Liguo Wang, Zhiwen Yu, Jiantao Huang, Qian Ai, Liukai Fen (2015). A novel control strategy of super capacitor-battery energy storage system. IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies.DOI
  289. Songli Fan, Qian Ai, Longjian Piao (2015). Fuzzy day‐ahead scheduling of virtual power plant with optimal confidence level. IET Generation Transmission & Distribution.DOI
  290. Jiacheng Hua, Qian Ai, Yuan Yao (2015). Dynamic equivalent of microgrid considering flexible components. IET Generation Transmission & Distribution.DOI
  291. Yuanyuan Zhao, Peng Yuan, Qian Ai, Tianguang Lv (2015). Optimal PMU placement considering topology constraints. International Journal of Electrical Power & Energy Systems.DOI
  292. Xing He, Qian Ai, Robert C. Qiu, Wentao Huang, Longjian Piao, Haichun Liu (2015). A Big Data Architecture Design for Smart Grids Based on Random Matrix Theory. IEEE Transactions on Smart Grid.DOI
  293. Kai Yu, Qian Ai, Shiyi Wang, Jianmo Ni, Tianguang Lv (2015). Analysis and Optimization of Droop Controller for Microgrid System Based on Small-Signal Dynamic Model. IEEE Transactions on Smart Grid.DOI
  294. 汪诗怡,艾芊(2014). 含微电网的电力系统状态估计研究. 《电器与能效管理技术》.
  295. 艾芊,贺兴,余志文(2014). 电力系统聚合理论概念及研究框架. 《电器与能效管理技术》.
  296. 艾芊(2014). 电力系统稳态分析 = Power system steady state analysis. 《清华大学出版社》.
  297. 方陈,姚远,凌平,艾芊,华嘉成(2014). 采用主从控制策略的微电网等值方法. 《电力系统自动化》.
  298. 黄建涛,艾芊,杨曦(2014). STATCOM电能质量综合治理方案及仿真分析. 《华东电力》.
  299. 赵媛媛,崔勇,艾芊(2014). 基于广域量测信息的分区电网结构动态调整方案研究. 《华东电力》.
  300. 黄建涛,艾芊,余志文,杨曦,华嘉成(2014). UPFC与VSC-HVDC综合分析对比. 《华东电力》.
  301. Yuanyuan Zhao, Yiran An, Qian Ai (2014). Research on size and location of distributed generation with vulnerable node identification in the active distribution network. IET Generation Transmission & Distribution.DOI
  302. 艾芊(2013). 分布式发电与智能电网. 《上海交通大学出版社》.
  303. 袁思远,艾芊,黄东启(2013). 带汽车充电站的微电网电能质量问题及网损分析. 《电器与能效管理技术》.
  304. 史济康,胡为进,崔浩,华嘉成,黄建涛,艾芊(2013). 一种新的交联聚乙烯(XLPE)电缆含水量评估方法. 《华东电力》.
  305. 安怡然,艾芊(2013). 分布式电源并网对中压配电网架结构的影响. 《华东电力》.
  306. 杨曦,艾芊,黄建涛(2013). CPS-SPWM方法对柔性直流输电电能质量优化. 《华东电力》.
  307. 汪诗怡,艾芊(2013). 国际上微网和分布式电源并网标准的分析研究. 《华东电力》.
  308. 艾学勇,顾洁,解大,金之俭,艾芊(2013). 电动汽车日充电曲线预测方法. 《电力系统及其自动化学报》.
  309. Qian Ai, Xiaohong Wang, Xing He (2013). The impact of large-scale distributed generation on power grid and microgrids. Renewable Energy.DOI
  310. Ren‐Feng Yuan, Qian Ai, Xing He (2013). Research on dynamic load modelling based on power quality monitoring system. IET Generation Transmission & Distribution.DOI
  311. Yang Xi, Qian Ai, Jiantao Huang, An Yiran (2013). Application of Multipoint DC Voltage Control in VSC-MTDC System. Journal of Electrical and Computer Engineering.DOI
  312. Qian Ai (2013). Design Thinking and Comparison Analysis on Urban Distribution Network at the Request of High Reliability. Guangdong Electric Power.
  313. Qian Ai (2013). Impact of Grid-Connected Distributed Generation on the Medium-Voltage Distribution Network Structure. East China Electric Power.
  314. 黄东启,艾芊,吴俊宏(2012). 基于MPI并行计算的大规模电力系统电压稳定极限求解. 《华东电力》.
  315. 艾芊(2012). 现代电力系统辨识人工智能方法. 《上海交通大学出版社》.
  316. 解大,徐涛,张延迟,艾芊(2012). 微电网对上级电网频率及电压的支持. 《电力与能源》.
  317. 艾芊(2012). 智能电网用户端 讲座 第五讲 微电网发展及相关技术综述. 《电器与能效管理技术》.
  318. 艾芊(2012). 智能电网用户端 讲座 第四讲 间歇式能源并网技术与储能. 《电器与能效管理技术》.
  319. 王晓虹,艾芊(2012). 直流微电网在配电系统中的研究现状与前景. 《电器与能效管理技术》.
  320. 刘高维,冯俊淇,张宇,张征,解大,艾芊(2012). 基于RFID技术的电动汽车电池管理方法. 《电力科学与技术学报》.
  321. Xinyu Fang, Da Gang Xie, Zhiwen Yu, Junqi Feng, Qian Ai (2012). EV battery charger that uses Z-source AC/AC converter.DOI
  322. Qian Ai (2012). Multi-Objective Allocation of Microgrid in Smart Distribution Network. Power System Technology.
  323. Qian Ai (2012). Present Research Situation and Application Prospects of Power Distribution System with DC Micro-Grid. Low Voltage Apparatus.
  324. Xing He, Wang Xiaohong, Yuan Peng, Qian Ai (2012). The research on coordinated operation and cluster management for multi-microgrids. International Conference on Sustainable Power Generation and Supply.DOI
  325. Qian Ai (2012). Multi-Objective Optimal Self-Healing of Dynamic Microgrid Based on Quantum-Based PSO and Binary PSO. Power System Technology.
  326. Qian Ai (2012). IV.Intermittent Energy Grid-Connected Technology and Energy Storage. Low Voltage Apparatus.
  327. Qian Ai (2012). V.Overview on Microgrid Development and Related Technology. Low Voltage Apparatus.
  328. Qian Ai (2012). Analysis of Energy Supply Mode for Plug-in Electric Vehicles Based on Value Chain. Low Voltage Apparatus.
  329. 尹建华,黄东启,艾芊(2011). 基于电能质量装置数据和改进克隆选择算法的电力动态负荷建模. 《南方电网技术》.
  330. 刘丽霞,罗敏,李晓辉,刘树勇,艾芊,王西田,岑海凤(2011). 电力系统常用动态等值方法的比较与改进. 《电力系统及其自动化学报》.
  331. 杨洋,骆晓非,艾芊(2011). 分布式电源接入对智能电网的影响. 《电器与能效管理技术》.
  332. 许凌,李维,周毅,艾芊(2011). 智能报警和故障定位在电网智能化调度中的实现. 《华东电力》.
  333. 王兆宇,艾芊(2011). 太阳能光伏建筑一体化技术的应用分析. 《华东电力》.
  334. 解大,顾羽洁,徐涛,艾芊,张明,金之检(2011). 微电网的仿真与实验系统Ⅱ—建模仿真及实现. 《实验室研究与探索》.
  335. 解大,顾羽洁,徐涛,艾芊,张明,金之检(2011). 微电网仿真与实验系统 Ⅰ.总体设计. 《实验室研究与探索》.
  336. 袁思远,艾芊,黄东启(2011). 智能电网时代的电能质量问题. 《现代建筑电气》.
  337. 黄东启,艾芊,袁思远(2011). 分布式新能源接入电网的电能质量问题. 《现代建筑电气》.
  338. 贺兴,艾芊,解大(2011). 基于有线/无线混合模式的微电网通信网络的研究与开发. 《电器与能效管理技术》.
  339. Zhaoyu Wang, Qian Ai, Da Gang Xie, Chuanwen Jiang (2011). A Research on Shading and LCOE of Building Integrated Photovoltaic. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
  340. Qian Ai (2011). Application Analysis of the Building Integrated Photovoltaic(BIPV) Systems. East China Electric Power.
  341. Qian Ai (2011). Space vector modulation for three-level inverter and neutral point potential control. Power System Protection and Control.
  342. Qian Ai (2011). Research and Development on Energy Management System of Electric Vehicles. Low Voltage Apparatus.
  343. Qian Ai (2011). Electrical Dynamic Load Modeling Based on the Power Quality Equipments Data and the Improved Clone Selection Algorithm. Nanfang dianwang jishu.
  344. Qian Ai (2011). Influence after Distributed Generation Access to Smart Grid. Low Voltage Apparatus.
  345. 季阳,艾芊,解大(2010). 分布式发电技术与智能电网技术的协同发展趋势. 《电网技术》.
  346. 雷珽,艾芊,解大(2010). 现代EMS在智能电网中的应用发展. 《华东电力》.
  347. 王兆宇,艾芊,万振东(2010). 光伏建筑一体化系统中阴影遮蔽问题的研究. 《华东电力》.
  348. 鲍光辉,熊赟超,艾芊(2010). 基于免疫算法的超短期负荷预测方法. 《华东电力》.
  349. 罗敏,周尚礼,艾芊,李力,杨文佳(2010). 广东电网基于BPA的实用负荷模型的建立与校验. 《南方电网技术》.
  350. 季阳,艾芊,解大(2010). 基于智能电网的清洁能源并网技术. 《电器与能效管理技术》.
  351. 郭铭,艾芊(2010). 分布式发电接入对配电网继电保护的影响分析. 《供用电》.
  352. 罗敏,吴俊宏,艾芊(2010). 智能微电网在建筑电气系统中的应用. 《现代建筑电气》.
  353. 施婕,艾芊(2010). 直流微电网在现代建筑中的应用. 《现代建筑电气》.
  354. 施婕,郑漳华,艾芊(2010). 直流微电网建模与稳定性分析. 《电力自动化设备》.
  355. Qian Ai (2010). Modeling of DC micro-grid and stability analysis. Dianli zidonghua shebei.
  356. Qian Ai (2010). Application of DC Micro-Grid in Modern Building. Modern Architecture Electric.
  357. Qian Ai (2010). Design of Building Automation System Based on CAN Bus. Modern Architecture Electric.
  358. Qian Ai (2010). Photovoltaic Grid-Connected Strategy and Its Application Research. Low Voltage Apparatus.
  359. Qian Ai (2010). Approach for Forecasting Super-term Load Based on Immune Algorithm. East China Electric Power.
  360. Qian Ai (2010). Application of Smart Microgrids in Architecture Electric System. Modern Architecture Electric.
  361. 池海涛,吴俊宏,艾芊(2009). 含储能装置的直流微电网控制系统研究. 《电器与能效管理技术》.
  362. 郑漳华,艾芊,徐伟华,韩利,蒋传文,冯士刚,顾承红(2009). 基于伪并行SPEA2算法的含风电场多目标负荷调度. 《上海交通大学学报》.
  363. 吴俊宏,艾芊(2009). 分布式发电系统中改善电能质量的方法. 《电器与能效管理技术》.
  364. 宋文祥,艾芊,云伟俊,陈陈(2009). 基于矢量分区的三电平SVPWM模式零序分量分析. 《电工技术学报》.
  365. 吴俊宏,艾芊(2009). 三电平变换器对HVDC系统谐波抑制仿真研究. 《华东电力》.
  366. Jingjing Lu, Da Gang Xie, Qian Ai (2009). Research on smart grid in China.DOI
  367. Weihua Xu, Chen Chen, Qian Ai, Wei Wang, Xiaobo Ling, Bei Liu, Chong Wang (2009). Load Modeling During Asymmetric Disturbance in a Metropolitan Power Grid. IEEE Transactions on Power Systems.DOI
  368. Jian Zhang, Qian Ai, Jiang Chuanwen, Wang Xingang, Zheng Zhanghua, Chenghong Gu (2009). The application of multi agent system in microgrid coordination control. International Conference on Sustainable Power Generation and Supply.DOI
  369. Qian Ai (2009). Research on several key technical problems in realization of smart grid. Power System Protection and Control.
  370. Qian Ai (2009). Application of Photovoltaic Technology in Energy Saving Building. Low Voltage Apparatus.
  371. Qian Ai (2009). Research on Multiterminal VSC-HVDC System for Wind-Farms. Power System Technology.
  372. Qian Ai (2009). Approach to Improve Power Quality in Distributed Generation System. Low Voltage Apparatus.
  373. Qian Ai (2009). Simulation study of effects of high-capacity impact loads on nearby turbine-generators in Tianjin power system. Power System Protection and Control.
  374. 王新刚,章健,艾芊,阮前途,王伟(2008). 基于网格技术的连续潮流方法. 《华东电力》.
  375. 郑漳华,艾芊(2008). 微电网的研究现状及在我国的应用前景. 《电网技术》.
  376. 冯士刚,艾芊(2008). 基于伪并行NSGA-Ⅱ算法的多目标鲁棒PID优化设计. 《仪器仪表学报》.DOI
  377. 冯士刚,艾芊,王伟,徐伟华,凌晓波,刘蓓,王冲(2008). 基于伪并行NSGA-Ⅱ算法的火电站多目标负荷调度. 《上海交通大学学报》.
  378. 郑漳华,艾芊,顾承红,蒋传文(2008). 考虑电压稳定约束含风电场的电网动态最优潮流研究. 《华东电力》.
  379. 章健,王新刚,艾芊,阮前途,王伟(2008). 电力系统安全分析的网格化计算. 《华东电力》.
  380. Wenxiang Song, Yang Han, Qian Ai, Chen Chen (2008). A novel space vector modulation method of three-level inverter based on the synthesized middle space vectors. IEEE Asia Pacific Conference on Circuits and Systems (APCCAS).DOI
  381. Qian Ai, Chenghong Gu (2008). Economic operation of wind farm integrated system considering voltage stability. Renewable Energy.DOI
  382. Qian Ai (2008). Present Situation of Research on Microgrid and Its Application Prospects in China. Power System Technology.
  383. Qian Ai (2008). Study on Multi-Objective Load Dispatch of Thermal Power Plant and Its Algorithm. Journal of Power Engineering.
  384. Qian Ai (2008). Configuration of Reactive Power Compensation Equipment. Low Voltage Apparatus.
  385. 靳静,艾芊(2007). 我国风电场建设及运行现状评估与发展前景研究. 《华东电力》.
  386. 靳静,艾芊,奚玲玲,张欣(2007). 海上风电场内部电气接线系统的研究. 《华东电力》.
  387. 王志新,王承民,艾芊,蒋传文,房鑫炎,武黎(2007). 近海风电场关键技术. 《华东电力》.
  388. 冯士刚,艾芊(2007). 带精英策略的快速非支配排序遗传算法在多目标无功优化中的应用. 《电工技术学报》.
  389. 顾丹珍,艾芊,陈陈(2007). 一种基于免疫网络理论的负荷分类方法. 《电网技术》.
  390. 艾芊(2007). 电能质量 讲座 第十二讲 浅谈电压跌落. 《电器与能效管理技术》.
  391. 顾峰,艾芊,凌建凤(2007). 基于小生境免疫算法的月负荷预测组合模型. 《电网技术》.
  392. 顾承红,艾芊(2007). 配电网中分布式电源最优布置. 《上海交通大学学报》.
  393. 艾芊(2007). 电能质量 讲座 第九讲 浅谈三相电压不平衡. 《电器与能效管理技术》.
  394. Zhixin Wang, Jiang Chuanwen, Qian Ai, Chengmin Wang (2007). The key technology of offshore wind farm and its new development in China. Renewable and Sustainable Energy Reviews.DOI
  395. Qian Ai (2007). Multi-objective Reactive Power Optimization Using SPEA2. Gao dianya jishu.
  396. Qian Ai (2007). Optimal power flow calculation based on the improved interior method for a system integrated with wind farms. Electric Power.
  397. Qian Ai (2007). Application of extended Kalman filter in parameter identification of dynamic load model. Dianli zidonghua shebei.
  398. Qian Ai (2007). A New Approach for Harmonic Modeling of Electric Loads. Dianli xitong zidonghua.
  399. Qian Ai (2007). Lecture on Electrical Energy Quality XII.Discussion about Voltage Dip in Power System. Low Voltage Apparatus.
  400. Qian Ai (2007). Lecture on Electrical Energy Quality IX.Discussion about Three-Phase Voltage Unbalance. Low Voltage Apparatus.
  401. 蒋铁铮,陈陈,艾芊(2006). 汽轮发电机主汽门开度的非线性最优预测控制. 《控制理论与应用》.
  402. 蔡田田,艾芊(2006). 电力系统中PMU最优配置的研究. 《电网技术》.
  403. 蒋铁铮,陈陈,艾芊(2006). 汽轮发电机汽门开度的分散非线性预测控制. 《中国电机工程学报》.
  404. Qian Ai, D. Gu, Chen Chen (2006). New Load Modeling Approaches Based on Field Tests for Fast Transient Stability Calculations. IEEE Transactions on Power Systems.DOI
  405. Qian Ai, Yuguang Zhou, Weihua Xu (2006). Adaline and its application in power quality disturbances detection and frequency tracking. Electric Power Systems Research.DOI
  406. Qian Ai (2006). Research on Optimal PMU Placement in Power Systems. Power System Technology.
  407. Qian Ai (2006). Optimal Power Flow Considering Voltage Stability Constraints. Power System Technology.
  408. Qian Ai (2006). Study of Decentralized Nonlinear Predictive Control for Steam Valve of Turbine-generator. Proceedings of the CSEE.
  409. 周玉光,艾芊,顾丹珍,陈陈,徐伟华(2005). 自适应线性神经元在电能质量扰动诊断和频率跟踪中的应用. 《上海交通大学学报》.
  410. 徐伟华,艾芊,周玉光,凌晓波,王伟,章启明,陈陈(2005). 莫斯科5·25大停电对中国电力市场发展的启示. 《华东电力》.
  411. Gang Yao, Mahamnad Mansoor Khan, Chen Chen, Qian Ai (2005). A novel ZVS-ZCS inverter with auxiliary resonant snubber using pulse current feedback transformer.
  412. Lidan Zhou, Mansoor Mansoor, Qian Ai, Da Gang Xie, Chen Chen (2005). A noise rejection deadbeat control technique for active power filter.
  413. Chenghong Gu, Qian Ai, Jiayi Wu (2005). A study of effect of different static load models and system operating constrains on static voltage stability.
  414. Fei-feng Ji, Mansoor Mansoor, Qian Ai, Da Gang Xie, Chen Chen (2005). A single-phase shunt active power filter based on cycle discrete control for DC bus voltage.
  415. Danzhen Gu, Qian Ai, Chen Chen, Hui Kai Fu, LI Chang-yi (2005). Verification of new generators trip-off scheme for a long transmission system by EMTP. International Conference on Systems.
  416. Weihua Xu, Qian Ai, Yuguang Zhou, Chuanwen Jiang (2005). A novel fuzzy neural network approach for excitation system modeling.
  417. 顾丹珍,艾芊,陈陈,周玉光,章启明,凌小波,王伟(2004). 适用于快速暂态稳定计算的新型负荷模型和参数辨识方法. 《中国电机工程学报》.
  418. Nengling Tai, Qian Ai (2004). Protection technique based on -zero sequence voltages for generator stator ground fault. IEE Proceedings - Generation Transmission and Distribution.DOI
  419. 艾芊,陈陈,Aggarwal R(2003). 一种应用模糊神经网络对完全电机定子进行故障保护的新方法(英文). 《中国电机工程学报》.
  420. Tai NengLing, Qian Ai, Yin XiangGen, Chen DeShu (2003). New generator incomplete differential protection based on wavelet transform. Electric Power Systems Research.DOI

预印本

  1. Wen Xiong, Ying Cai, Li Wang, Yufan Zhang, Qian Ai, Zhaoyu Li, Yue Wang, Shuangrui Yin (2020). Study on Energy Theft Detection Based on Customers’ Consumption Pattern.DOI
  2. Xing He, Qian Ai, Robert C. Qiu, Jianmo Ni, Longjian Piao, Yiting Xu, Xinyi Xu (2015). 3D Power-map for Smart Grids---An Integration of High-dimensional Analysis and Visualization. arXiv (Cornell University).DOI

书籍章节

  1. Tianguang Lü, Ming Yang, Yu Guo, Qian Ai, Ran Hao (2025). Day-Ahead Hierarchical Regulation and Control Technology for Distributed Energy Grid Clusters. Springer eBooks.DOI
  2. Tianguang Lü, Ming Yang, Yu Guo, Qian Ai, Ran Hao (2025). Market Trading Strategies for Distributed Energy Grid Clusters. Springer eBooks.DOI
  3. Tianguang Lü, Ming Yang, Yu Guo, Qian Ai, Ran Hao (2025). Electric-Thermal-Gas Coordinated Control Technology of Distributed Energy Grid Clusters. Springer eBooks.DOI
  4. Tianguang Lü, Ming Yang, Yu Guo, Qian Ai, Ran Hao (2025). Overview of Distributed Energy Grid Clusters. Springer eBooks.DOI
  5. Tianguang Lü, Ming Shun Yang, Yu Guo, Qian Ai, Ran Hao (2025). Modeling Techniques for the Operation of Distributed Energy Grid Clusters. Springer eBooks.DOI
  6. Tianguang Lü, Ming Yang, Yu Guo, Qian Ai, Ran Hao (2025). Outlook on Modeling and Collaborative Control Technology for Future Distributed Energy Grid Cluster Operations. Springer eBooks.DOI
  7. Tianguang Lü, Ming Yang, Guo Yu, Qian Ai, Ran Hao (2025). Distributed Coordinated Scheduling of Distributed Energy Grid Clusters. Springer eBooks.DOI
  8. Tianguang Lü, Ming Yu Yang, Yu Guo, Qian Ai, Ran Hao (2025). Adaptive Adjustment Technology for Distributed Energy Grid Clusters. Springer eBooks.DOI
  9. Jianli Zhao, Jiani Xiang, Zhuofan Tang, Qi Lei, Qian Ai, Di Wang, Shuangrui Yin (2023). Practice Exploration and Prospect Analysis of Virtual Power Plant in Shanghai. Advances in economics, business and management research/Advances in Economics, Business and Management Research.DOI
  10. Robert C. Qiu, Xing He, Lei Chu, Qian Ai (2016). Big data analysis of power grid from random matrix theory. Institution of Engineering and Technology eBooks.DOI
  11. Jing Jin, Qian Ai (2008). The Principle and Simulation of Facts Devices as Reactive Compensators in Wind Farms. Springer eBooks.DOI

数据集

  1. Yang Gao, Qian Ai (2019). Multi Point Voltage Control for DFIG wind farms in VSC-MTDC Network. energyo.DOI

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