Electric vehicle charging load disaggregation based on ICA-R

Electric vehicle charging load disaggregation based on ICA-R

Non-intrusive load monitoring (NILM) technology is an important means to realize the detailed monitoring of residential power load in a smart grid. The development of electric vehicles not only brings positive effects to the environment but also brings adverse effects to the grid and potential fire...

Full description

Saved in:

Bibliographic Details
Main Authors:	ZHENG Wenjie, LI Shiming, WANG Yi, LU Jiangang, ZHANG Jinjiang, ZHAO Ruifeng
Format:	Article
Language:	zho
Published:	Harbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd. 2025-07-01
Series:	Diance yu yibiao
Subjects:	non-intrusive load monitoring electric vehicle charging load independent component analysis with reference
Online Access:	http://www.emijournal.net/dcyyb/ch/reader/create_pdf.aspx?file_no=20230110004&flag=1&journal_id=dcyyb&year_id=2025
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Spatial-Temporal Distribution Prediction of Electric Vehicle Charging Load Considering Charging Behavior and Real-Time SOC
by: ZHANG Linjuan, LI Wenfeng, XU Changqing, GUO Jianyu, ZHANG Xiawei, YUAN Jia, WANG Yaoqiang
Published: (2025-08-01)

Prediction of Spatiotemporal Distribution of Electric Vehicle Charging Load Based on Multi-Source Information
by: WANG Qiang, BI Yuhao, GAO Chao, SONG Duoyang
Published: (2025-06-01)

Impact of Electric Vehicles Charging on Urban Residential Power Distribution Networks
by: Mohamed El-Hendawi, et al.
Published: (2024-11-01)

A Planning Method for Charging Station Based on Long-Term Charging Load Forecasting of Electric Vehicles
by: Boyu Xiang, et al.
Published: (2024-12-01)

Feasibility of Electric Vehicle Charging Stations from MV/LV Stations in Small Cities
by: Roman Sikora, et al.
Published: (2024-12-01)

Charging Strategies for Electric Vehicles Using a Machine Learning Load Forecasting Approach for Residential Buildings in Canada
by: Ahmad Mohsenimanesh, et al.
Published: (2024-12-01)

Load Prediction of Charging Stations in Fast and Slow Charging Modes
by: HAN Luyang, et al.
Published: (2025-05-01)

Research on Electric Vehicle Charging Load Forecasting Method Based on Improved LSTM Neural Network
by: Chengmin Wang, et al.
Published: (2025-05-01)

Research on lightweight non-intrusive load disaggregation model for edge computing
by: YE Canshen, et al.
Published: (2025-05-01)

Electric Vehicle Charging Demand Prediction Model Based on Spatiotemporal Attention Mechanism
by: Yang Chen, et al.
Published: (2025-02-01)

Analysis and modelling of DC fast-charging profiles of heterogeneous EVs
by: Toni Simolin, et al.
Published: (2025-06-01)

Improved FastICA algorithm for data optimization processing in intrusion detection
by: Ye DU, et al.
Published: (2016-01-01)

Multi-Objective Optimization Scheduling for Electric Vehicle Charging and Discharging: Peak-Load Shifting Strategy Based on Monte Carlo Sampling
by: Jian Zheng, et al.
Published: (2025-04-01)

Optimal Location for Electric Vehicle Fast Charging Station as a Dynamic Load for Frequency Control Using Particle Swarm Optimization Method
by: Yassir A. Alhazmi, et al.
Published: (2025-06-01)

Electric Vehicle charging station load forecasting with an integrated DeepBoost approach
by: Joveria Siddiqui, et al.
Published: (2025-03-01)

Impact of electric vehicle charging demand on clean energy regional power grid control
by: Fang Hao
Published: (2025-06-01)

Advanced Cluster-Based Load Forecasting and Peak Demand Management for Electric Vehicle Charging Networks
by: Yashvi Mudgal, et al.
Published: (2025-01-01)

Intrusion Discrimination in Terms of LMD and ICA With Combined Features in The Fiber-Optic Perimeter System
by: Meng Li, et al.
Published: (2020-01-01)

Anomaly detection with grid sentinel framework for electric vehicle charging stations in a smart grid environment
by: V. Thiruppathy Kesavan, et al.
Published: (2025-05-01)

Hybrid HDBSCAN-FHMM Approach for Energy Disaggregation in Non-Intrusive Load Monitoring (NILM) Systems
by: Leonce W. Tokam, et al.
Published: (2025-01-01)

Electric Vehicles Charging Scheduling Strategy Based on Time Cost of Users and Spatial Load Balancing in Multiple Microgrids
by: Jiaqi Zhang, et al.
Published: (2025-01-01)

A scenario-based approach for probabilistic load flow analysis of electric vehicle charging and photovoltaic integration in distribution systems: An Indonesian case study
by: Jimmy Trio Putra, et al.
Published: (2025-09-01)

Implementation and Simulation of a Dynamic Load Balancing Solution for EV Charge Points Utilizing Solar Energy
by: Szűcs István, et al.
Published: (2025-03-01)

Impacts of Electric Vehicle Penetration on the Frequency Stability of Curaçao’s Power Network
by: Daniela Vásquez-Cardona, et al.
Published: (2025-05-01)

Smart Charging Recommendation Framework for Electric Vehicles: A Machine-Learning-Based Approach for Residential Buildings
by: Nikolaos Tsalikidis, et al.
Published: (2025-03-01)

Data-Driven Modeling of Electric Vehicle Charging Sessions Based on Machine Learning Techniques
by: Raymond O. Kene, et al.
Published: (2025-02-01)

Electric vehicles charging station allocation based on load profile forecasting and Dijkstra’s algorithm for optimal path planning
by: Sahbi Boubaker, et al.
Published: (2025-07-01)

Coordinated Interaction Strategy of User-Side EV Charging Piles for Distribution Network Power Stability
by: Juan Zhan, et al.
Published: (2025-04-01)

Optimal Charging Algorithm Based on Receding Horizon Framework for Electric Two-Wheeler Charging Stations
by: Van Nguyen Ngoc, et al.
Published: (2025-01-01)

Non-intrusive Industrial Load Identification Based on Random Forest Algorithm and Steady-State Waveform
by: Jian WANG, et al.
Published: (2022-02-01)

Vehicle load loading method for the fatigue analysis of long-span suspension bridges with straddling slings
by: Jin-Ling Chai, et al.
Published: (2025-05-01)

Evaluation of Traditional and Data-Driven Algorithms for Energy Disaggregation Under Sampling and Filtering Conditions
by: Carlos Rodriguez-Navarro, et al.
Published: (2025-06-01)

Evaluation of charging frequency for electric vehicles considering drivers’ charging behaviours and high output chargers
by: Tetsu Yamada, et al.
Published: (2025-09-01)

Spatial-temporal load prediction of electric bus charging station based on S2TAT
by: Guangnian Xiao, et al.
Published: (2025-03-01)

An Electric Vehicle Charging Simulation to Investigate the Potential of Intelligent Charging Strategies
by: Max Faßbender, et al.
Published: (2025-05-01)

Electric Vehicle Charging Load Forecasting Based on K-Means++-GRU-KSVR
by: Renxue Shang, et al.
Published: (2024-12-01)

Capturing High-Frequency Harmonic Signatures for NILM: Building a Dataset for Load Disaggregation
by: Farid Dinar, et al.
Published: (2025-07-01)

The main consumer properties of electric vehicle charging services at power charging stations in regions of the North-Caucasian Federal District
by: V. A. Zavolokin
Published: (2025-03-01)

Transfer learning for securing electric vehicle charging infrastructure from cyber-physical attacks
by: Ahmad Almadhor, et al.
Published: (2025-03-01)

Collaborative strategy for electric vehicle charging scheduling and route planning
by: Jingyi Zhang, et al.
Published: (2024-10-01)