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Electricity Theft Detection in Power Grids with Deep Learning and Random Forests

Journal of Electrical and Computer Engineering, 2019, Vol.2019 (2019), p.1-12

2019

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Non‐intrusive load monitoring by voltage–current trajectory enabled asymmetric deep supervised hashing

IET generation, transmission & distribution, 2021-11, Vol.15 (21), p.3066-3080

2021

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Cloud-edge-based We-Market: Autonomous Bidding and Peer-to-peer Energy Sharing Among Prosumers

Journal of Modern Power Systems and Clean Energy, 2023-07, Vol.11 (4), p.1282-1293

2023

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Decarbonization Scheduling Strategy Optimization for Electricity-Gas System Considering Electric Vehicles and Refined Operation Model of Power-to-Gas

IEEE access, 2021, Vol.9, p.5716-5733

2021

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Multi-Agent Reinforcement Learning Approach for Residential Microgrid Energy Scheduling

Energies (Basel), 2020-01, Vol.13 (1), p.123

2020

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Edge‐cloud collaborative architecture based multi‐time scales rolling optimization of regional integrated electrical and natural gas energy system considering wind power uncertainty

IET generation, transmission & distribution, 2021-10, Vol.15 (19), p.2684-2709

2021

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TSARM-UDP: An Efficient Time Series Association Rules Mining Algorithm Based on Up-to-Date Patterns

Entropy (Basel, Switzerland), 2021-03, Vol.23 (3), p.365

2021

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Abnormality monitoring and causality analysis based on KF-PDC and IACE in blast furnace ironmaking process

Ironmaking & steelmaking, 2022-07, Vol.49 (6), p.634-645

2022

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Unknown appliances detection for non-intrusive load monitoring based on vision transformer with an additional detection head

Heliyon, 2024-05, Vol.10 (9), p.e30666-e30666, Article e30666

2024

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An Online Hybrid Model for Temperature Prediction of Wind Turbine Gearbox Components

Energies (Basel), 2019-10, Vol.12 (20), p.3920

2019

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Optimal semi‐dynamic traffic and power flow assignment of coupled transportation and power distribution systems for electric vehicles

IET electrical systems in transportation, 2023-03, Vol.13 (1), p.n/a

2023

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A MBCRF Algorithm Based on Ensemble Learning for Building Demand Response Considering the Thermal Comfort

Energies (Basel), 2018-12, Vol.11 (12), p.3495

2018

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An Abnormal Data Processing Method Based on An Ensemble Algorithm for Early Warning of Wind Turbine Failure

IEEE access, 2021, Vol.9, p.69044-69060

2021

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A Novel Optimization of Plug-In Electric Vehicles Charging and Discharging Behaviors in Electrical Distribution Grid

Journal of Electrical and Computer Engineering, 2018-01, Vol.2018 (2018), p.1-9

2018

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China’s urban energy system transition towards carbon neutrality: Challenges and experience of Beijing and Suzhou

Renewable & sustainable energy reviews, 2023-09, Vol.183, p.113468, Article 113468

2023

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Day-ahead scheduling strategy for integrated heating and power system with high wind power penetration and integrated demand response: A hybrid stochastic/interval approach

Energy (Oxford), 2022-08, Vol.253, p.124189, Article 124189

2022

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Dynamic spectrum allocation algorithm based on fairness for smart grid communication networks

2016 35th Chinese Control Conference (CCC), 2016, p.6873-6877

2016

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A Distributed Coordination Method for Coupled Traffic-Power Network Equilibrium Incorporating Behavioral Theory

IEEE transactions on vehicular technology, 2022-12, Vol.71 (12), p.12588-12601

2022

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Hierarchical Agent-Based Integrated Modelling Approach for Microgrids with Adoption of EVs and HRES

Journal of Applied Mathematics, 2014-01, Vol.2014 (2014), p.843-852-787

2014

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Multi-objective stochastic economic dispatch of power system with battery swapping stations

2016 35th Chinese Control Conference (CCC), 2016, p.9930-9934

2016

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False data injection attacks detection with modified temporal multi-graph convolutional network in smart grids

Computers & security, 2023-01, Vol.124, p.103016, Article 103016

2023

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Unknown Appliances Detection for Non-Intrusive Load Monitoring Based on Conditional Generative Adversarial Networks

IEEE transactions on smart grid, 2023-11, Vol.14 (6), p.1-1

2023

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Root cause diagnosis for complex industrial process faults via spatiotemporal coalescent based time series prediction and optimized Granger causality

Chemometrics and intelligent laboratory systems, 2023-02, Vol.233, p.104728, Article 104728

2023

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Cost-efficient multi-energy management with flexible complementarity strategy for energy internet

Applied energy, 2018-12, Vol.231, p.803-815

2018

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A Fast Decoupled Nominal 2-D Direction-of-Arrival Estimation for Coherently Distributed Source

Wireless personal communications, 2013-08, Vol.71 (3), p.1743-1753

2013

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Electricity Theft Detection in Power Grids with Deep Learning and Random Forests

Non‐intrusive load monitoring by voltage–current trajectory enabled asymmetric deep supervised hashing

Cloud-edge-based We-Market: Autonomous Bidding and Peer-to-peer Energy Sharing Among Prosumers

Decarbonization Scheduling Strategy Optimization for Electricity-Gas System Considering Electric Vehicles and Refined Operation Model of Power-to-Gas

Multi-Agent Reinforcement Learning Approach for Residential Microgrid Energy Scheduling

Edge‐cloud collaborative architecture based multi‐time scales rolling optimization of regional integrated electrical and natural gas energy system considering wind power uncertainty

TSARM-UDP: An Efficient Time Series Association Rules Mining Algorithm Based on Up-to-Date Patterns

Abnormality monitoring and causality analysis based on KF-PDC and IACE in blast furnace ironmaking process

Unknown appliances detection for non-intrusive load monitoring based on vision transformer with an additional detection head

An Online Hybrid Model for Temperature Prediction of Wind Turbine Gearbox Components

Optimal semi‐dynamic traffic and power flow assignment of coupled transportation and power distribution systems for electric vehicles

A MBCRF Algorithm Based on Ensemble Learning for Building Demand Response Considering the Thermal Comfort

An Abnormal Data Processing Method Based on An Ensemble Algorithm for Early Warning of Wind Turbine Failure

A Novel Optimization of Plug-In Electric Vehicles Charging and Discharging Behaviors in Electrical Distribution Grid

China’s urban energy system transition towards carbon neutrality: Challenges and experience of Beijing and Suzhou

Day-ahead scheduling strategy for integrated heating and power system with high wind power penetration and integrated demand response: A hybrid stochastic/interval approach

Dynamic spectrum allocation algorithm based on fairness for smart grid communication networks

A Distributed Coordination Method for Coupled Traffic-Power Network Equilibrium Incorporating Behavioral Theory

Hierarchical Agent-Based Integrated Modelling Approach for Microgrids with Adoption of EVs and HRES

Multi-objective stochastic economic dispatch of power system with battery swapping stations

False data injection attacks detection with modified temporal multi-graph convolutional network in smart grids

Unknown Appliances Detection for Non-Intrusive Load Monitoring Based on Conditional Generative Adversarial Networks

Root cause diagnosis for complex industrial process faults via spatiotemporal coalescent based time series prediction and optimized Granger causality

Cost-efficient multi-energy management with flexible complementarity strategy for energy internet

A Fast Decoupled Nominal 2-D Direction-of-Arrival Estimation for Coherently Distributed Source

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