Qian Ai

41 papers C 5Journal 28Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
EV Charging System Considering Power Dispatching Based on Multi-Agent LLMs and CGAN.
IEEE Trans. Intell. Transp. Syst.
Zeyuan Niu, Jiamei Li, Qian Ai, Jiamei Jiang, Qiunan Yang, Haojie Zhou
2025 C conf
Multi-Timescale Energy Management of Multi-Energy Virtual Power Plant Considering Carbon Trading Mechanism and V2G Interaction.
IAS
Zhanning Zhang, Yang Gao, Qian Ai, Jing Yang, Jianli Zhao, Jiani Xiang, Tianguang Lü
2025 J jnl
RoadPowerFM: Graphormer-JEPA-Based Foundation Model for Road-Power Coupling Network.
IEEE Trans. Smart Grid
Zeyuan Niu, Yihong Tang, Jiamei Li, Qian Ai, Xing He
2024 J jnl
Redefinition of Digital Twin and Its Situation Awareness Framework Designing Toward Fourth Paradigm for Energy Internet of Things.
IEEE Trans. Syst. Man Cybern. Syst.
Xing He, Yuezhong Tang, Shuyan Ma, Qian Ai, Fei Tao, Robert C. Qiu
2024 J jnl
Redefinition of Digital Twin and its Situation Awareness Framework Designing Towards Fourth Paradigm for Energy Internet of Things.
CoRR
Xing He, Yuezhong Tang, Shuyan Ma, Qian Ai, Fei Tao, Robert C. Qiu
2024 — conf
Research on incentive mechanism of carbon emission reduction in high energy-consuming park based on blockchain under virtual power plant.
PEAI
Xuesen Zhang, Jianli Zhao, Dong Wang, Tao Yu, Qian Ai, Qinglei Guo
2023 J jnl
Collaborative planning and optimization for electric-thermal-hydrogen-coupled energy systems with portfolio selection of the complete hydrogen energy chain.
CoRR
Xinning Yi, Tianguang Lu, Yixiao Li, Qian Ai, Ran Hao
2023 C conf
Low Carbon Robust Optimization Operation Strategy for Multi-Prosumers Based on Electricity and Heat Distributed Trading Model.
iSPEC
Lei Qi, Qian Ai
2023 J jnl
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning.
IEEE Trans. Smart Grid
Yufan Zhang, Honglin Wen, Qiuwei Wu, Qian Ai
2023 J jnl
Situation Awareness of Energy Internet of Things in Smart City Based on Digital Twin: From Digitization to Informatization.
IEEE Internet Things J.
Xing He, Qian Ai, Jingbo Wang, Fei Tao, Bo Pan, Robert C. Qiu, Bo Yang
2022 J jnl
Blind False Data Injection Attacks Against State Estimation Based on Matrix Reconstruction.
IEEE Trans. Smart Grid
Haosen Yang, Xing He, Ziqiang Wang, Robert C. Qiu, Qian Ai
2022 J jnl
Closed-Loop Aggregated Baseline Load Estimation Using Contextual Bandit With Policy Gradient.
IEEE Trans. Smart Grid
Yufan Zhang, Qiuwei Wu, Qian Ai, João P. S. Catalão
2022 — conf
Low-Carbon Dispatch Optimization of Multi-energy complementary Integrated Energy System Combining Wind power/ Photovoltaic/Carbon capture.
ICIT
Xiaofeng Zhang, Qian Ai, Shumin Sun
2022 J jnl
Monitoring Data Factorization of High Renewable Energy Penetrated Grids for Probabilistic Static Voltage Stability Assessment.
IEEE Trans. Smart Grid
Haosen Yang, Xin Shi, Robert C. Qiu, Xing He, Qian Ai, Ziqiang Wang
2022 J jnl
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning.
CoRR
Yufan Zhang, Honglin Wen, Qiuwei Wu, Qian Ai
2021 J jnl
A Reinforcement Learning-Based Decision System for Electricity Pricing Plan Selection by Smart Grid End Users.
IEEE Trans. Smart Grid
Tianguang Lu, Xinyu Chen, Michael B. McElroy, Chris P. Nielsen, Qiuwei Wu, Qian Ai
2021 J jnl
Adaptive MLP neural network controller for consensus tracking of Multi-Agent systems with application to synchronous generators.
Expert Syst. Appl.
Alireza Sharifi, Amin Sharafian, Qian Ai
2020 — conf
A Survey of Deep Learning and Its Application in Distribution Network.
ICAIIC
Xiaomin Yin, Xiandong Li, Yan Zhang, Tao Zhang, Chunhui Lu, Qian Ai, Zhaoyu Li, Ziru Sun
2020 — conf
Deep LSTM and GAN based Short-term Load Forecasting Method at the Zone Level.
ICAIIC
Jianguang Zhang, Xuyang Zhang, Jianfeng Yang, Zhaoxu Wang, Yufan Zhang, Qian Ai, Zhaoyu Li, Ziru Sun, Shuangrui Yin
2020 J jnl
Design and Implementation of a Data-Driven Approach to Visualizing Power Quality.
IEEE Trans. Smart Grid
Fei Xiao, Tianguang Lu, Qian Ai, Xiaolong Wang, Xinyu Chen, Sidun Fang, Qiuwei Wu
2020 — conf
Generalized Load Modeling Method Based on Clustering and Neural Network.
ICAIIC
Wenbo Li, Luhua Xing, Kaiyi Huang, Qian Ai, Liang Wang
2019 J jnl
A Data-Driven Stackelberg Market Strategy for Demand Response-Enabled Distribution Systems.
IEEE Trans. Smart Grid
Tianguang Lu, Zhaoyu Wang, Jianhui Wang, Qian Ai, Chong Wang
2019 J jnl
Data-driven Estimation of the Power Flow Jacobian Matrix in High Dimensional Space.
CoRR
Xing He, Lei Chu, Robert C. Qiu, Qian Ai, Wentao Huang
2019 J jnl
Dataset for Scheduling Strategies for Microgrids Coupled with Natural Gas Networks.
Data
Muhammad Yousif, Qian Ai, Yang Gao, Waqas Ahmad Wattoo, Ran Hao, Ziqing Jiang
2019 J jnl
Distributed Cooperative Economic Optimization Strategy of a Regional Energy Network Based on Energy Cell-Tissue Architecture.
IEEE Trans. Ind. Informatics
Yang Gao, Qian Ai, Xiaoyu Wang, Muhammad Yousif
2019 J jnl
Distributed Piecewise Approximation Economic Dispatch for Regional Power Systems Under Non-Ideal Communication.
IEEE Access
Ran Hao, Tianguang Lu, Qiuwei Wu, Xinyu Chen, Qian Ai
2019 — conf
Distributed coordinated control of multi-agent system for medium and low voltage AC-DC distribution network.
ICIT
Yang Gao, Muhammad Yousif, Qian Ai
2019 J jnl
Integrated Demand Response Mechanism for Industrial Energy System Based on Multi-Energy Interaction.
IEEE Access
Ziqing Jiang, Qian Ai, Ran Hao
2018 J jnl
A Novel Data-Driven Situation Awareness Approach for Future Grids - Using Large Random Matrices for Big Data Modeling.
IEEE Access
Xing He, Lei Chu, Robert Caiming Qiu, Qian Ai, Zenan Ling
2018 C conf
An Aggregated Decision Tree-Based Learner for Renewable Integration Prediction.
IAS
Tianguang Lu, Qian Ai, Wei-Jen Lee, Zhe Wang, Hongying He
2018 J jnl
Cooperative Economic Scheduling for Multiple Energy Hubs: A Bargaining Game Theoretic Perspective.
IEEE Access
Songli Fan, Zhengshuo Li, Jianhui Wang, Longjian Piao, Qian Ai
2017 J jnl
A Big Data Architecture Design for Smart Grids Based on Random Matrix Theory.
IEEE Trans. Smart Grid
Xing He, Qian Ai, Robert Caiming Qiu, Wentao Huang, Longjian Piao, Haichun Liu
2017 J jnl
A Correlation Analysis Method for Power Systems Based on Random Matrix Theory.
IEEE Trans. Smart Grid
Xinyi Xu, Xing He, Qian Ai, Robert Caiming Qiu
2017 C conf
A priority decision making-based bidding strategy for interactive aggregators.
IAS
Tianguang Lu, Wei-Jen Lee, Qian Ai, Songtao Lu
2016 J jnl
Analysis and Optimization of Droop Controller for Microgrid System Based on Small-Signal Dynamic Model.
IEEE Trans. Smart Grid
Kai Yu, Qian Ai, Shiyi Wang, Jianmo Ni, Tianguang Lv
2016 J jnl
Designing for Situation Awareness of Future Power Grids: An Indicator System Based on Linear Eigenvalue Statistics of Large Random Matrices.
IEEE Access
Xing He, Robert Caiming Qiu, Qian Ai, Lei Chu, Xinyi Xu, Zenan Ling
2016 C conf
Interactive model for energy management of clustered microgrids.
IAS
Tianguang Lv, Zhaoyu Wang, Qian Ai, Wei-Jen Lee
2015 J jnl
An Unsupervised Learning Method for Early Event Detection in Smart Grid with Big Data.
CoRR
Xing He, Robert Caiming Qiu, Qian Ai, Xinyi Xu
2015 — conf
Primal-dual method based simultaneous functional unit and register binding.
ASICON
Jianmo Ni, Cong Hao, Nan Wang, Qian Ai, Takeshi Yoshimura
2013 J jnl
Application of Multipoint DC Voltage Control in VSC-MTDC System.
J. Electr. Comput. Eng.
Xi Yang, Qian Ai, Jiantao Huang, Yiran An
2008 — conf
A novel space vector modulation method of three-level inverter based on the synthesized middle space vectors.
APCCAS
Wen-Xiang Song, Yang Han, Qian Ai, Chen Chen