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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Ying Cai, Li Wang, Yang Zhang, Qian Ai (2024). Research on improved consensus based on multivirtual power plant trading system.DOI
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
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
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
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
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
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
Haoyuan Cheng, Qian Ai (2023). A Cost Optimization Method Based on Adam Algorithm for Integrated Demand Response. Electronics.DOI
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
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
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
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
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
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
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
Haoyuan Cheng, Qian Ai (2023). Federated learning application in distributed energy trading in integrated energy system. Energy Reports.DOI
Zhaoyu Li, Qian Ai (2023). Managing Considerable Distributed Resources for Demand Response: A Resource Selection Strategy Based on Contextual Bandit. Electronics.DOI
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
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
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
Zhiwen Yu, Chaoyang Qiu, Zehao Wang, Qian Ai (2023). Research on Virtual Power Plant Trading Matching Mechanism Based on Blockchain Technology.DOI
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Xing He, Qian Ai, Bo Pan, Lei Tang, Robert C. Qiu (2022). Spatial-temporal data analysis of digital twin. Digital Twin.DOI
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
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
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
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
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
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
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
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
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
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
Yufan Zhang, Qian Ai, Yun Chen, Jiayu Wang, Zhaoyu Li (2021). An Ensemble Method for Aggregated Baseline Load Estimation: From Probabilistic Perspective. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
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
Songli Fan, Guodong Xu, Qian Ai, Yang Gao (2021). Energy Trading among Multiple Microgrids Considering Adjustable Potential. IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia).DOI
Minyu Chen, Ziru Sun, Xing He, Qian Ai (2021). Comprehensive Benefit Evaluation Model of Battery Energy Storage System Based on Combination Weighting. IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia).DOI
Zhaoyu Li, Qian Ai, Yufan Zhang (2021). A multi‐timescale schedule strategy for multi‐microgrids: A distributed approach. International Transactions on Electrical Energy Systems.DOI
Yufan Zhang, Qian Ai, Zhaoyu Li (2021). Grouping of dynamic electricity consumption behaviour: An f ‐divergence based hierarchical clustering model. IET Generation Transmission & Distribution.DOI
Yong Jun Cui, Fei Xiao, Jun Gu, Weihong Wang, Liang Cao, Gui Zhan, Shuangrui Yin, Minyu Chen, Qian Ai (2021). Primary Frequency Regulation of Intelligent Building-type Virtual Power Plant. Journal of Physics Conference Series.DOI
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
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
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
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
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
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
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
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
Yufan Zhang, Qian Ai, Zhao‐Yu Li (2020). Improving aggregated baseline load estimation by Gaussian mixture model. Energy Reports.DOI
Zhaoyu Li, Hao Wang, Qian Ai, Yufan Zhang (2020). Interactive optimization between active distribution network with multi-microgrids based on distributed algorithm. Energy Reports.DOI
Yufan Zhang, Qian Ai, Zhaoyu Li (2020). ADMM‐based distributed response quantity estimation: a probabilistic perspective. IET Generation Transmission & Distribution.DOI
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
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
Yang Du, Xingang Yang, Lingyu Guo, Shuangrui Yin, Qian Ai (2020). Day-ahead Bidding Strategy for the Smart-building Virtual Power Plant Participating in Energy and Frequency Regulation Market. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
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
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
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
Yufan Zhang, Yuquan Liu, Zhiwen Yu, Wen Xiong, Li Wang, Qian Ai, Zhaoyu Li, Kaiyi Huang, Ran Hao, Ziqing Jiang (2020). Improving Aggregated Load Forecasting Using Evidence Accumulation k-Shape Clustering. IEEE Power & Energy Society General Meeting (PESGM).DOI
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
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
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
Yufan Zhang, Qian Ai, Hao Wang, Zhaoyu Li, Kaiyi Huang (2020). Bi-level distributed day-ahead schedule for islanded multi-microgrids in a carbon trading market. Electric Power Systems Research.DOI
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
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
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
Xiaomin Yin, Xiandong Li, Yan Zhang, Tao Zhang, Lu Chunhui, Qian Ai, Zhaoyu Li, Ziru Sun (2020). A Survey of Deep Learning and Its Application in Distribution Network. International Conference on Artificial Intelligence in Information and Communication (ICAIIC).DOI
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
Jianguang Zhang, Xuyang Zhang, Jianfeng Yang, Zhaoxu Wang, Yufan Zhang, Qian Ai, Zhaoyu Li, Ziru Sun, Shuangrui Yin (2020). Deep LSTM and GAN based Short-term Load Forecasting Method at the Zone Level. International Conference on Artificial Intelligence in Information and Communication (ICAIIC).DOI
Wenbo Li, Luhua Xing, Kaiyi Huang, Qian Ai, Liang Wang (2020). Generalized Load Modeling Method Based on Clustering and Neural Network. International Conference on Artificial Intelligence in Information and Communication (ICAIIC).DOI
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
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
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
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
Shuangrui Yin, Qian Ai, Zhaoyu Li, Yufan Zhang, Tianguang Lü (2019). Energy management for aggregate prosumers in a virtual power plant: A robust Stackelberg game approach. International Journal of Electrical Power & Energy Systems.DOI
Xing He, Lei Chu, Robert C. Qiu, Qian Ai, Zenan Ling, Jian Zhang (2019). Invisible Units Detection and Estimation Based on Random Matrix Theory. IEEE Transactions on Power Systems.DOI
Ziqing Jiang, Qian Ai, Ran Hao (2019). Integrated Demand Response Mechanism for Industrial Energy System Based on Multi-Energy Interaction. IEEE Access.DOI
Ziqing Jiang, Qian Ai, Ran Hao, Muhammad Yousif, Yufan Zhang (2019). Joint Optimization for Bidding and Pricing of Electric Vehicle Aggregators Considering Reserve Provision and EV Response. IEEE Power & Energy Society General Meeting (PESGM).DOI
Xiaoqian Zhou, Qian Ai, Muhammad Yousif (2019). Two kinds of decentralized robust economic dispatch framework combined distribution network and multi-microgrids. Applied Energy.DOI
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
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
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
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
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
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
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
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
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
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
Yang Gao, Muhammad Yousif, Qian Ai (2019). Distributed coordinated control of multi-agent system for medium and low voltage AC-DC distribution network. IEEE International Conference on Industrial Technology (ICIT).DOI
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
Xiaoqian Zhou, Qian Ai (2018). A distributed economic control and transition between economic and non-economic operation in islanded microgrids. Electric Power Systems Research.DOI
Songli Fan, Zhengshuo Li, Jianhui Wang, Longjian Piao, Qian Ai (2018). Cooperative Economic Scheduling for Multiple Energy Hubs: A Bargaining Game Theoretic Perspective. IEEE Access.DOI
Xing He, Lei Chu, Robert C. Qiu, Qian Ai, Zenan Ling (2018). A Novel Data-Driven Situation Awareness Approach for Future Grids—Using Large Random Matrices for Big Data Modeling. IEEE Access.DOI
Muhammad Yousif, Qian Ai, Yang Gao, Waqas Ahmad Wattoo, Ziqing Jiang, Ran Hao (2018). Application of Particle Swarm Optimization to a Scheduling Strategy for Microgrids Coupled with Natural Gas Networks. Energies.DOI
Muhammad Yousif, Qian Ai, Waqas Ahmad Wattoo, Ziqing Jiang, Ran Hao, Yang Gao (2018). Least cost combinations of solar power, wind power, and energy storage system for powering large-scale grid. Journal of Power Sources.DOI
Yang Gao, Qian Ai, Muhammad Yousif, Xiaoyu Wang (2018). Source-load-storage consistency collaborative optimization control of flexible DC distribution network considering multi-energy complementarity. International Journal of Electrical Power & Energy Systems.DOI
Xie Shanyi, Fei Xiao, Qian Ai, Gang Zhou (2018). Classification of Underlying Causes of Power Quality Disturbances Using Data Fusion. International Conference on Power System Technology (POWERCON).DOI
Ran Hao, Qian Ai, Ziqing Jiang (2018). Bilayer game strategy of regional integrated energy system under multi‐agent incomplete information. The Journal of Engineering.DOI
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
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
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
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
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
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
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
Xiaoqian Zhou, Qian Ai, Hao Wang (2018). A distributed dispatch method for microgrid cluster considering demand response. International Transactions on Electrical Energy Systems.DOI
Songli Fan, Qian Ai, Longjian Piao (2018). Bargaining-based cooperative energy trading for distribution company and demand response. Applied Energy.DOI
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
Songli Fan, Qian Ai, Longjian Piao (2018). Hierarchical Energy Management of Microgrids including Storage and Demand Response. Energies.DOI
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
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
Yang Gao, Qian Ai (2018). A distributed coordinated economic droop control scheme for islanded AC microgrid considering communication system. Electric Power Systems Research.DOI
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
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
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
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
Xiaoqian Zhou, Qian Ai, Hao Wang (2017). Adaptive Marginal Costs-Based Distributed Economic Control of Microgrid Clusters Considering Line Loss. Energies.DOI
Xiaohe Yan, Chenghong Gu, Furong Li, Qian Ai (2017). Cost-benefit Comparison of Different Techniques for Addressing Wind Curtailment. Energy Procedia.DOI
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
Yang Gao, Qian Ai (2017). Distributed multi‐agent control for combined AC/DC grids with wind power plant clusters. IET Generation Transmission & Distribution.DOI
Tianguang Lü, Wei‐Jen Lee, Qian Ai, Songtao Lu (2017). A priority decision making-based bidding strategy for interactive aggregators. Conference record.DOI
Fei Xiao, Qian Ai (2017). Electricity theft detection in smart grid using random matrix theory. IET Generation Transmission & Distribution.DOI
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
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
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
Tianguang Lü, Zhaoyu Wang, Qian Ai, Wei‐Jen Lee (2017). Interactive Model for Energy Management of Clustered Microgrids. IEEE Transactions on Industry Applications.DOI
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
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
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》.
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》.
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
Tianguang Lü, Zhaoyu Wang, Qian Ai, Wei‐Jen Lee (2016). Interactive model for energy management of clustered microgrids. Conference record.DOI
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
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
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
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
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
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
Tianguang Lv, Qian Ai, Yuanyuan Zhao (2015). A bi-level multi-objective optimal operation of grid-connected microgrids. Electric Power Systems Research.DOI
Jianmo Ni, Qian Ai (2015). Economic power transaction using coalitional game strategy in micro‐grids. IET Generation Transmission & Distribution.DOI
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
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
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
Songli Fan, Qian Ai, Longjian Piao (2015). Fuzzy day‐ahead scheduling of virtual power plant with optimal confidence level. IET Generation Transmission & Distribution.DOI
Jiacheng Hua, Qian Ai, Yuan Yao (2015). Dynamic equivalent of microgrid considering flexible components. IET Generation Transmission & Distribution.DOI
Yuanyuan Zhao, Peng Yuan, Qian Ai, Tianguang Lv (2015). Optimal PMU placement considering topology constraints. International Journal of Electrical Power & Energy Systems.DOI
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
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
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》.
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》.
艾芊(2014). 电力系统稳态分析 = Power system steady state analysis. 《清华大学出版社》.
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
Qian Ai, Xiaohong Wang, Xing He (2013). The impact of large-scale distributed generation on power grid and microgrids. Renewable Energy.DOI
Ren‐Feng Yuan, Qian Ai, Xing He (2013). Research on dynamic load modelling based on power quality monitoring system. IET Generation Transmission & Distribution.DOI
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
Qian Ai (2013). Design Thinking and Comparison Analysis on Urban Distribution Network at the Request of High Reliability. Guangdong Electric Power.
Qian Ai (2013). Impact of Grid-Connected Distributed Generation on the Medium-Voltage Distribution Network Structure. East China Electric Power.
Xinyu Fang, Da Gang Xie, Zhiwen Yu, Junqi Feng, Qian Ai (2012). EV battery charger that uses Z-source AC/AC converter.DOI
Qian Ai (2012). Multi-Objective Allocation of Microgrid in Smart Distribution Network. Power System Technology.
Qian Ai (2012). Present Research Situation and Application Prospects of Power Distribution System with DC Micro-Grid. Low Voltage Apparatus.
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
Qian Ai (2012). Multi-Objective Optimal Self-Healing of Dynamic Microgrid Based on Quantum-Based PSO and Binary PSO. Power System Technology.
Qian Ai (2012). IV.Intermittent Energy Grid-Connected Technology and Energy Storage. Low Voltage Apparatus.
Qian Ai (2012). V.Overview on Microgrid Development and Related Technology. Low Voltage Apparatus.
Qian Ai (2012). Analysis of Energy Supply Mode for Plug-in Electric Vehicles Based on Value Chain. Low Voltage Apparatus.
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
Qian Ai (2011). Application Analysis of the Building Integrated Photovoltaic(BIPV) Systems. East China Electric Power.
Qian Ai (2011). Space vector modulation for three-level inverter and neutral point potential control. Power System Protection and Control.
Qian Ai (2011). Research and Development on Energy Management System of Electric Vehicles. Low Voltage Apparatus.
Qian Ai (2011). Electrical Dynamic Load Modeling Based on the Power Quality Equipments Data and the Improved Clone Selection Algorithm. Nanfang dianwang jishu.
Qian Ai (2011). Influence after Distributed Generation Access to Smart Grid. Low Voltage Apparatus.
Jingjing Lu, Da Gang Xie, Qian Ai (2009). Research on smart grid in China.DOI
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
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
Qian Ai (2009). Research on several key technical problems in realization of smart grid. Power System Protection and Control.
Qian Ai (2009). Application of Photovoltaic Technology in Energy Saving Building. Low Voltage Apparatus.
Qian Ai (2009). Research on Multiterminal VSC-HVDC System for Wind-Farms. Power System Technology.
Qian Ai (2009). Approach to Improve Power Quality in Distributed Generation System. Low Voltage Apparatus.
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.
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
Qian Ai, Chenghong Gu (2008). Economic operation of wind farm integrated system considering voltage stability. Renewable Energy.DOI
Qian Ai (2008). Present Situation of Research on Microgrid and Its Application Prospects in China. Power System Technology.
Qian Ai (2008). Study on Multi-Objective Load Dispatch of Thermal Power Plant and Its Algorithm. Journal of Power Engineering.
Qian Ai (2008). Configuration of Reactive Power Compensation Equipment. Low Voltage Apparatus.
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
Qian Ai (2007). Multi-objective Reactive Power Optimization Using SPEA2. Gao dianya jishu.
Qian Ai (2007). Optimal power flow calculation based on the improved interior method for a system integrated with wind farms. Electric Power.
Qian Ai (2007). Application of extended Kalman filter in parameter identification of dynamic load model. Dianli zidonghua shebei.
Qian Ai (2007). A New Approach for Harmonic Modeling of Electric Loads. Dianli xitong zidonghua.
Qian Ai (2007). Lecture on Electrical Energy Quality XII.Discussion about Voltage Dip in Power System. Low Voltage Apparatus.
Qian Ai (2007). Lecture on Electrical Energy Quality IX.Discussion about Three-Phase Voltage Unbalance. Low Voltage Apparatus.
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》.
蔡田田,艾芊(2006). 电力系统中PMU最优配置的研究. 《电网技术》.
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》.
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
Qian Ai, Yuguang Zhou, Weihua Xu (2006). Adaline and its application in power quality disturbances detection and frequency tracking. Electric Power Systems Research.DOI
Qian Ai (2006). Research on Optimal PMU Placement in Power Systems. Power System Technology.
Qian Ai (2006). Optimal Power Flow Considering Voltage Stability Constraints. Power System Technology.
Qian Ai (2006). Study of Decentralized Nonlinear Predictive Control for Steam Valve of Turbine-generator. Proceedings of the CSEE.
Gang Yao, Mahamnad Mansoor Khan, Chen Chen, Qian Ai (2005). A novel ZVS-ZCS inverter with auxiliary resonant snubber using pulse current feedback transformer.
Lidan Zhou, Mansoor Mansoor, Qian Ai, Da Gang Xie, Chen Chen (2005). A noise rejection deadbeat control technique for active power filter.
Chenghong Gu, Qian Ai, Jiayi Wu (2005). A study of effect of different static load models and system operating constrains on static voltage stability.
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.
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.
Weihua Xu, Qian Ai, Yuguang Zhou, Chuanwen Jiang (2005). A novel fuzzy neural network approach for excitation system modeling.
Nengling Tai, Qian Ai (2004). Protection technique based on -zero sequence voltages for generator stator ground fault. IEE Proceedings - Generation Transmission and Distribution.DOI
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
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
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
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
Tianguang Lü, Ming Yang, Yu Guo, Qian Ai, Ran Hao (2025). Market Trading Strategies for Distributed Energy Grid Clusters. Springer eBooks.DOI
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
Tianguang Lü, Ming Yang, Yu Guo, Qian Ai, Ran Hao (2025). Overview of Distributed Energy Grid Clusters. Springer eBooks.DOI
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
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
Tianguang Lü, Ming Yang, Guo Yu, Qian Ai, Ran Hao (2025). Distributed Coordinated Scheduling of Distributed Energy Grid Clusters. Springer eBooks.DOI
Tianguang Lü, Ming Yu Yang, Yu Guo, Qian Ai, Ran Hao (2025). Adaptive Adjustment Technology for Distributed Energy Grid Clusters. Springer eBooks.DOI
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
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
Jing Jin, Qian Ai (2008). The Principle and Simulation of Facts Devices as Reactive Compensators in Wind Farms. Springer eBooks.DOI
数据集
Yang Gao, Qian Ai (2019). Multi Point Voltage Control for DFIG wind farms in VSC-MTDC Network. energyo.DOI