Qian Ai

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 33

Top Topics

Situation Aware

Random Matrix Theory

Distribution Network

Contextual Bandit

Top Venues

IEEE Trans. Smart Grid

Publications

Xuesen Zhang, Jianli Zhao, Dong Wang, Tao Yu, Qian Ai, Qinglei Guo
Research on incentive mechanism of carbon emission reduction in high energy-consuming park based on blockchain under virtual power plant. PEAI (2024)
Xing He, Yuezhong Tang, Shuyan Ma, Qian Ai, Fei Tao, Robert C. Qiu
Redefinition of Digital Twin and its Situation Awareness Framework Designing Towards Fourth Paradigm for Energy Internet of Things. CoRR (2024)
Xing He, Qian Ai, Jingbo Wang, Fei Tao, Bo Pan, Robert C. Qiu, Bo Yang
Situation Awareness of Energy Internet of Things in Smart City Based on Digital Twin: From Digitization to Informatization. IEEE Internet Things J. 10 (9, May 1) (2023)
Lei Qi, Qian Ai
Low Carbon Robust Optimization Operation Strategy for Multi-Prosumers Based on Electricity and Heat Distributed Trading Model. iSPEC (2023)
Yufan Zhang, Honglin Wen, Qiuwei Wu, Qian Ai
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning. IEEE Trans. Smart Grid 14 (4) (2023)
Xinning Yi, Tianguang Lu, Yixiao Li, Qian Ai, Ran Hao
Collaborative planning and optimization for electric-thermal-hydrogen-coupled energy systems with portfolio selection of the complete hydrogen energy chain. CoRR (2023)
Haosen Yang, Xin Shi, Robert C. Qiu, Xing He, Qian Ai, Ziqiang Wang
Monitoring Data Factorization of High Renewable Energy Penetrated Grids for Probabilistic Static Voltage Stability Assessment. IEEE Trans. Smart Grid 13 (2) (2022)
Yufan Zhang, Qiuwei Wu, Qian Ai, João P. S. Catalão
Closed-Loop Aggregated Baseline Load Estimation Using Contextual Bandit With Policy Gradient. IEEE Trans. Smart Grid 13 (1) (2022)
Xiaofeng Zhang, Qian Ai, Shumin Sun
Low-Carbon Dispatch Optimization of Multi-energy complementary Integrated Energy System Combining Wind power/ Photovoltaic/Carbon capture. ICIT (2022)
Haosen Yang, Xing He, Ziqiang Wang, Robert C. Qiu, Qian Ai
Blind False Data Injection Attacks Against State Estimation Based on Matrix Reconstruction. IEEE Trans. Smart Grid 13 (4) (2022)
Yufan Zhang, Honglin Wen, Qiuwei Wu, Qian Ai
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning. CoRR (2022)
Tianguang Lu, Xinyu Chen, Michael B. McElroy, Chris P. Nielsen, Qiuwei Wu, Qian Ai
A Reinforcement Learning-Based Decision System for Electricity Pricing Plan Selection by Smart Grid End Users. IEEE Trans. Smart Grid 12 (3) (2021)
Alireza Sharifi, Amin Sharafian, Qian Ai
Adaptive MLP neural network controller for consensus tracking of Multi-Agent systems with application to synchronous generators. Expert Syst. Appl. 184 (2021)
Wenbo Li, Luhua Xing, Kaiyi Huang, Qian Ai, Liang Wang
Generalized Load Modeling Method Based on Clustering and Neural Network. ICAIIC (2020)
Fei Xiao, Tianguang Lu, Qian Ai, Xiaolong Wang, Xinyu Chen, Sidun Fang, Qiuwei Wu
Design and Implementation of a Data-Driven Approach to Visualizing Power Quality. IEEE Trans. Smart Grid 11 (5) (2020)
Xiaomin Yin, Xiandong Li, Yan Zhang, Tao Zhang, Chunhui Lu, Qian Ai, Zhaoyu Li, Ziru Sun
A Survey of Deep Learning and Its Application in Distribution Network. ICAIIC (2020)
Jianguang Zhang, Xuyang Zhang, Jianfeng Yang, Zhaoxu Wang, Yufan Zhang, Qian Ai, Zhaoyu Li, Ziru Sun, Shuangrui Yin
Deep LSTM and GAN based Short-term Load Forecasting Method at the Zone Level. ICAIIC (2020)
Muhammad Yousif, Qian Ai, Yang Gao, Waqas Ahmad Wattoo, Ran Hao, Ziqing Jiang
Dataset for Scheduling Strategies for Microgrids Coupled with Natural Gas Networks. Data 4 (1) (2019)
Ziqing Jiang, Qian Ai, Ran Hao
Integrated Demand Response Mechanism for Industrial Energy System Based on Multi-Energy Interaction. IEEE Access 7 (2019)
Yang Gao, Muhammad Yousif, Qian Ai
Distributed coordinated control of multi-agent system for medium and low voltage AC-DC distribution network. ICIT (2019)
Tianguang Lu, Zhaoyu Wang, Jianhui Wang, Qian Ai, Chong Wang
A Data-Driven Stackelberg Market Strategy for Demand Response-Enabled Distribution Systems. IEEE Trans. Smart Grid 10 (3) (2019)
Xing He, Lei Chu, Robert C. Qiu, Qian Ai, Wentao Huang
Data-driven Estimation of the Power Flow Jacobian Matrix in High Dimensional Space. CoRR (2019)
Yang Gao, Qian Ai, Xiaoyu Wang, Muhammad Yousif
Distributed Cooperative Economic Optimization Strategy of a Regional Energy Network Based on Energy Cell-Tissue Architecture. IEEE Trans. Ind. Informatics 15 (9) (2019)
Ran Hao, Tianguang Lu, Qiuwei Wu, Xinyu Chen, Qian Ai
Distributed Piecewise Approximation Economic Dispatch for Regional Power Systems Under Non-Ideal Communication. IEEE Access 7 (2019)
Songli Fan, Zhengshuo Li, Jianhui Wang, Longjian Piao, Qian Ai
Cooperative Economic Scheduling for Multiple Energy Hubs: A Bargaining Game Theoretic Perspective. IEEE Access 6 (2018)
Xing He, Lei Chu, Robert Caiming Qiu, Qian Ai, Zenan Ling
A Novel Data-Driven Situation Awareness Approach for Future Grids - Using Large Random Matrices for Big Data Modeling. IEEE Access 6 (2018)
Tianguang Lu, Qian Ai, Wei-Jen Lee, Zhe Wang, Hongying He
An Aggregated Decision Tree-Based Learner for Renewable Integration Prediction. IAS (2018)
Xinyi Xu, Xing He, Qian Ai, Robert Caiming Qiu
A Correlation Analysis Method for Power Systems Based on Random Matrix Theory. IEEE Trans. Smart Grid 8 (4) (2017)
Xing He, Qian Ai, Robert Caiming Qiu, Wentao Huang, Longjian Piao, Haichun Liu
A Big Data Architecture Design for Smart Grids Based on Random Matrix Theory. IEEE Trans. Smart Grid 8 (2) (2017)
Tianguang Lu, Wei-Jen Lee, Qian Ai, Songtao Lu
A priority decision making-based bidding strategy for interactive aggregators. IAS (2017)
Tianguang Lv, Zhaoyu Wang, Qian Ai, Wei-Jen Lee
Interactive model for energy management of clustered microgrids. IAS (2016)
Kai Yu, Qian Ai, Shiyi Wang, Jianmo Ni, Tianguang Lv
Analysis and Optimization of Droop Controller for Microgrid System Based on Small-Signal Dynamic Model. IEEE Trans. Smart Grid 7 (2) (2016)
Xing He, Robert Caiming Qiu, Qian Ai, Lei Chu, Xinyi Xu, Zenan Ling
Designing for Situation Awareness of Future Power Grids: An Indicator System Based on Linear Eigenvalue Statistics of Large Random Matrices. IEEE Access 4 (2016)
Xing He, Robert Caiming Qiu, Qian Ai, Xinyi Xu
An Unsupervised Learning Method for Early Event Detection in Smart Grid with Big Data. CoRR (2015)
Jianmo Ni, Cong Hao, Nan Wang, Qian Ai, Takeshi Yoshimura
Primal-dual method based simultaneous functional unit and register binding. ASICON (2015)
Xi Yang, Qian Ai, Jiantao Huang, Yiran An
Application of Multipoint DC Voltage Control in VSC-MTDC System. J. Electr. Comput. Eng. 2013 (2013)
Wen-Xiang Song, Yang Han, Qian Ai, Chen Chen
A novel space vector modulation method of three-level inverter based on the synthesized middle space vectors. APCCAS (2008)