[PDF][PDF] Overview of the application of big data analysis technology in new energy vehicle industry: Based on operating big data of new energy vehicle

佘承其, 张照生, 刘鹏, 孙逢春 - Journal of Mechanical Engineering, 2019 - qikan.cmes.org
New energy vehicle (NEV) has been widely used around the world in response to the fossil
energy crisis and environmental pollution problems. NEV will generate massive real-world …

[PDF][PDF] Review on techniques for power battery state of health estimation driven by big data methods

王震坡, 王秋诗, 刘鹏, 张照生 - Journal of Mechanical Engineering, 2023 - qikan.cmes.org
State of health estimation of power batteries is one of the key algorithms of the battery
management systems, which is of great significance for improving power battery energy …

Driving conditions of new energy logistics vehicles using big data technology

J Mao, D Hong, R Ren, X Li, J Wang, ESA Nasr - IEEE Access, 2020 - ieeexplore.ieee.org
With the development of e-commerce and trade, China's logistics transportation demand has
increased significantly. To improve the operation efficiency of new energy trucks, logistics …

Design and implementation of a battery big data platform through intelligent connected electric vehicles

R Xiong, B Zhu, K Zhang, Y Duan, F Sun - Chinese Journal of Mechanical …, 2023 - Springer
The development of a battery management algorithm is highly dependent on high-quality
battery operation data, especially the data in extreme conditions such as low temperatures …

[PDF][PDF] Challenge and prospects for fault diagnosis of power battery system for electrical vehicles based on big-data

王震坡, 李晓宇, 袁昌贵, 黎小慧 - Journal of Mechanical …, 2021 - qikan.cmes.org
Battery fault diagnosis techniques are regarded as significant means for guaranteeing safe
operation of electric vehicles (EVs). Precise and effective techniques not only can improve …

[PDF][PDF] Large Scale Data Influences Based on Financial Landscape Using Big Data

SRB Reddy, S Reddy - Tuijin Jishu/Journal of Propulsion …, 2023 - academia.edu
Managing massive amounts of data is a hot topic in the worlds of business and technology
right now. This kind of activity occurs in the hundreds of millions every single day. The …

Research and analysis on technical problems of new energy vehicles in China based on big data and artificial intelligence algorithm

K Gong - Journal of physics: conference series, 2021 - iopscience.iop.org
In recent years, with the increasing problems of environmental pollution and energy security,
energy-saving emission reduction and green low-carbon have become the focus of public …

Fault and defect diagnosis of battery for electric vehicles based on big data analysis methods

Y Zhao, P Liu, Z Wang, L Zhang, J Hong - Applied Energy, 2017 - Elsevier
This paper presents a novel fault diagnosis method for battery systems in electric vehicles
based on big data statistical methods. According to machine learning algorithm and 3σ multi …

Big-data-based power battery recycling for new energy vehicles: information sharing platform and intelligent transportation optimization

H Yu, H Dai, G Tian, Y Xie, B Wu, Y Zhu, H Li… - Ieee …, 2020 - ieeexplore.ieee.org
This paper focuses on the principal problems in the actual transaction of decommissioned
power batteries such as the asymmetry of information, huge risk and difficult is sues such as …

Electric vehicle battery fault diagnosis based on statistical method

Y Zhao, P Liu, Z Wang, J Hong - Energy Procedia, 2017 - Elsevier
Fault diagnosis of battery power system can clear the fault type, locate the fault location,
avoid the failure, and it has very positive effect to increase the stability of electric cars …