Qian Ai

Orcid: 0000-0001-6904-1458

According to our database1, Qian Ai authored at least 34 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning.
IEEE Trans. Smart Grid, July, 2023

Situation Awareness of Energy Internet of Things in Smart City Based on Digital Twin: From Digitization to Informatization.
IEEE Internet Things J., 2023

Collaborative planning and optimization for electric-thermal-hydrogen-coupled energy systems with portfolio selection of the complete hydrogen energy chain.
CoRR, 2023

Low Carbon Robust Optimization Operation Strategy for Multi-Prosumers Based on Electricity and Heat Distributed Trading Model.
Proceedings of the IEEE Sustainable Power and Energy Conference, 2023

2022
Closed-Loop Aggregated Baseline Load Estimation Using Contextual Bandit With Policy Gradient.
IEEE Trans. Smart Grid, 2022

Monitoring Data Factorization of High Renewable Energy Penetrated Grids for Probabilistic Static Voltage Stability Assessment.
IEEE Trans. Smart Grid, 2022

Blind False Data Injection Attacks Against State Estimation Based on Matrix Reconstruction.
IEEE Trans. Smart Grid, 2022

Low-Carbon Dispatch Optimization of Multi-energy complementary Integrated Energy System Combining Wind power/ Photovoltaic/Carbon capture.
Proceedings of the IEEE International Conference on Industrial Technology, 2022

2021
A Reinforcement Learning-Based Decision System for Electricity Pricing Plan Selection by Smart Grid End Users.
IEEE Trans. Smart Grid, 2021

Adaptive MLP neural network controller for consensus tracking of Multi-Agent systems with application to synchronous generators.
Expert Syst. Appl., 2021

2020
Design and Implementation of a Data-Driven Approach to Visualizing Power Quality.
IEEE Trans. Smart Grid, 2020

Deep LSTM and GAN based Short-term Load Forecasting Method at the Zone Level.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

A Survey of Deep Learning and Its Application in Distribution Network.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

Generalized Load Modeling Method Based on Clustering and Neural Network.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019
A Data-Driven Stackelberg Market Strategy for Demand Response-Enabled Distribution Systems.
IEEE Trans. Smart Grid, 2019

Distributed Cooperative Economic Optimization Strategy of a Regional Energy Network Based on Energy Cell-Tissue Architecture.
IEEE Trans. Ind. Informatics, 2019

Dataset for Scheduling Strategies for Microgrids Coupled with Natural Gas Networks.
Data, 2019

Data-driven Estimation of the Power Flow Jacobian Matrix in High Dimensional Space.
CoRR, 2019

Integrated Demand Response Mechanism for Industrial Energy System Based on Multi-Energy Interaction.
IEEE Access, 2019

Distributed Piecewise Approximation Economic Dispatch for Regional Power Systems Under Non-Ideal Communication.
IEEE Access, 2019

Distributed coordinated control of multi-agent system for medium and low voltage AC-DC distribution network.
Proceedings of the IEEE International Conference on Industrial Technology, 2019

2018
A Novel Data-Driven Situation Awareness Approach for Future Grids - Using Large Random Matrices for Big Data Modeling.
IEEE Access, 2018

Cooperative Economic Scheduling for Multiple Energy Hubs: A Bargaining Game Theoretic Perspective.
IEEE Access, 2018

An Aggregated Decision Tree-Based Learner for Renewable Integration Prediction.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2018

2017
A Correlation Analysis Method for Power Systems Based on Random Matrix Theory.
IEEE Trans. Smart Grid, 2017

A Big Data Architecture Design for Smart Grids Based on Random Matrix Theory.
IEEE Trans. Smart Grid, 2017

A priority decision making-based bidding strategy for interactive aggregators.
Proceedings of the 2017 IEEE Industry Applications Society Annual Meeting, 2017

2016
Analysis and Optimization of Droop Controller for Microgrid System Based on Small-Signal Dynamic Model.
IEEE Trans. Smart Grid, 2016

Designing for Situation Awareness of Future Power Grids: An Indicator System Based on Linear Eigenvalue Statistics of Large Random Matrices.
IEEE Access, 2016

Interactive model for energy management of clustered microgrids.
Proceedings of the 2016 IEEE Industry Applications Society Annual Meeting, 2016

2015
An Unsupervised Learning Method for Early Event Detection in Smart Grid with Big Data.
CoRR, 2015

Primal-dual method based simultaneous functional unit and register binding.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

2013
Application of Multipoint DC Voltage Control in VSC-MTDC System.
J. Electr. Comput. Eng., 2013

2008
A novel space vector modulation method of three-level inverter based on the synthesized middle space vectors.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008


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