Evaluation Method of Electric Vehicle Charging Station Operation Based on Contrastive Learning

Evaluation Method of Electric Vehicle Charging Station Operation Based on Contrastive Learning

This paper aims to address the issue of evaluating the operation of electric vehicle charging stations (EVCSs). Previous studies have commonly employed the method of constructing comprehensive evaluation systems, which greatly relies on manual experience for index selection and weight allocation. To...

Full description

Bibliographic Details
Main Authors:	Ze-Yang Tang, Qi-Biao Hu, Yi-Bo Cui, Lei Hu, Yi-Wen Li, Yu-Jie Li
Format:	Article
Language:	English
Published:	MDPI AG 2023-07-01
Series:	Big Data and Cognitive Computing
Subjects:	electric vehicle charging station evaluation method contrastive learning natural language models
Online Access:	https://www.mdpi.com/2504-2289/7/3/133

Similar Items

Charging Station Planning for Electric Vehicles
by: Arun Kumar Kalakanti, et al.
Published: (2022-01-01)

Fast Charging Station Technologies For Electric Vehicles
by: Alper KEREM, et al.
Published: (2020-09-01)

Determining Equipment Capacity of Electric Vehicle Charging Station Operator for Profit Maximization
by: Se Hoon Baik, et al.
Published: (2018-09-01)

An in-depth analysis of electric vehicle charging station infrastructure, policy implications, and future trends
by: Muhammad Shahid Mastoi, et al.
Published: (2022-11-01)

Optimal Planning of Electric Vehicle Charging Stations Considering User Satisfaction and Charging Convenience
by: Di Xu, et al.
Published: (2022-07-01)

Research on charging and discharging control strategy of electric vehicle charging station
by: Zhang Li, et al.
Published: (2018-11-01)

Locating Charging Stations of Various Sizes with Different Numbers of Chargers for Battery Electric Vehicles
by: Shaohua Cui, et al.
Published: (2018-11-01)

The Vehicle-to-Grid Concept with Respect to the Preferences of Electric Vehicle Drivers and Charging Station Operators
by: Martina Kajanova, et al.
Published: (2022-05-01)

Electric Vehicle Traction Drives and Charging Station Power Electronics: Current Status and Challenges
by: Youssef Amry, et al.
Published: (2022-08-01)

Optimizing the Locations and Sizes of Solar Assisted Electric Vehicle Charging Stations in an Urban Area
by: Dong Ji, et al.
Published: (2020-01-01)

Optimal Sizing of Renewable Energy Powered Hydrogen and Electric Vehicle Charging Station (HEVCS)
by: Sekar Palanisamy, et al.
Published: (2024-01-01)

The optimal placement model for electric vehicle charging stations using bayesian networks
by: Sai Siddarth Reddy M., et al.
Published: (2024-01-01)

Investigating the Impact of Key Factors on Electric/Electric-Vehicle Charging Station Adoption in Indonesia
by: Fajar Nurrohman Haryadi, et al.
Published: (2023-05-01)

Assessment of charging technologies, infrastructure and charging station recommendation schemes of electric vehicles: A review
by: George Fernandez Savari, et al.
Published: (2023-04-01)

Fast charging converter and control algorithm for solar PV battery and electrical grid integrated electric vehicle charging station
by: P. Prem, et al.
Published: (2020-10-01)

Optimal Allocation of Electric Vehicle Charging Stations With Adopted Smart Charging/Discharging Schedule
by: Emad Hadian, et al.
Published: (2020-01-01)

Design and Implementation of an Autonomous Charging Station for Agricultural Electrical Vehicles
by: El Houssein Chouaib Harik
Published: (2021-07-01)

Joint Optimal Allocation of Electric Vehicle Charging Stations and Renewable Energy Sources Including CO2 Emissions
by: Tayenne Dias de Lima, et al.
Published: (2021-09-01)

The Costs of Charging Electric Vehicles in Poland
by: Ewelina Sendek-Matysiak, et al.
Published: (2022-01-01)

Optimal Utilization of Charging Resources of Fast Charging Station with Opportunistic Electric Vehicle Users
by: Konara Mudiyanselage Sandun Y. Konara, et al.
Published: (2023-02-01)

An Algorithm for Optimization of Recharging Stops: A Case Study of Electric Vehicle Charging Stations on Canadian’s Ontario Highway 401
by: Andrea Stabile, et al.
Published: (2020-04-01)

Development of an Efficient Tool for Solar Charging Station Management for Electric Vehicles
by: Simon Steinschaden, et al.
Published: (2020-06-01)

Revolutionizing mobility: a comprehensive review of electric vehicles charging stations in India
by: Yonis Gulzar, et al.
Published: (2024-02-01)

Factors Impacting Short-Term Load Forecasting of Charging Station to Electric Vehicle
by: Md Fazla Elahe, et al.
Published: (2022-12-01)

Infrastructure Development for Electric Vehicle Charging Stations in Cluj-Napoca Municipality—A Case Study
by: Horatiu Pop, et al.
Published: (2023-04-01)

Optimal Allocation of Changing Station for Electric Vehicle Based on Queuing Theory
by: Yagang Zhang, et al.
Published: (2016-11-01)

An Approach for Pricing of Charging Service Fees in an Electric Vehicle Public Charging Station Based on Prospect Theory
by: Yan Bao, et al.
Published: (2022-07-01)

Optimal planning of photovoltaic-storage fast charging station considering electric vehicle charging demand response
by: Fangzhou Xia, et al.
Published: (2022-11-01)

Design and Simulation of Romanian Solar Energy Charging Station for Electric Vehicles
by: Gheorghe Badea, et al.
Published: (2018-12-01)

Optimal Placement of Electric Vehicle Charging Stations in the Active Distribution Network
by: Muhammad Zulqarnain Zeb, et al.
Published: (2020-01-01)

Introduction of Electric Vehicle Charging Stations to University Campuses: A Case Study for the University of Georgia from 2014 to 2017
by: Sierra Hovet, et al.
Published: (2018-06-01)

Optimal Layout of Electric Vehicle Charging Station Locations Considering Dynamic Charging Demand
by: Yongjing Li, et al.
Published: (2023-04-01)

Energy Management System for Hybrid Renewable Energy-Based Electric Vehicle Charging Station
by: Ashish Kumar Karmaker, et al.
Published: (2023-01-01)

A Multi-Criteria Approach for Optimizing the Placement of Electric Vehicle Charging Stations in Highways
by: Panagiotis Skaloumpakas, et al.
Published: (2022-12-01)

Design and Analysis of a Solar-Powered Electric Vehicle Charging Station for Indian Cities
by: Aanya Singh, et al.
Published: (2021-08-01)

The ElectricalVehicle Simulator for Charging Station in Mode 3 of IEC 61851-1 Standard
by: Mihai Rata, et al.
Published: (2019-12-01)

Charging Station Placement for Electric Vehicles: A Case Study of Guwahati City, India
by: Sanchari Deb, et al.
Published: (2019-01-01)

Electric Vehicle Charging Stations Coverage: A Study of Slovenia
by: Klemen Prah*, et al.
Published: (2022-01-01)

Decarbonization in Mexico by extending the charging stations network for electric vehicles
by: Francisco Ruiz-Barajas, et al.
Published: (2023-12-01)

Flexibility-Enhancing Charging Station to Support the Integration of Electric Vehicles
by: Iliana Ilieva, et al.
Published: (2021-04-01)