Collecting and Mining Big Data for Electric Vehicle Systems Using Battery Modeling Data

2015 ◽  
Author(s):  
Chung-Hong Lee ◽  
Chih-Hung Wu
Keyword(s):  
Big Data ◽  
Electric Vehicle ◽  
Battery Modeling ◽  
Vehicle Systems ◽  
Modeling Data

scholarly journals High voltage gain and conversion using bidirectional converter in microgrid and electric vehicle systems

2021 ◽  
Vol 1964 (5) ◽  
pp. 052016
Author(s):  
L. Annie Isabella ◽  
Y. Alexander Jeevanantham ◽  
Chandla Ellis ◽  
R. Kameshwaran
Keyword(s):  
Electric Vehicle ◽  
High Voltage ◽  
Voltage Gain ◽  
High Voltage Gain ◽  
Bidirectional Converter ◽  
Vehicle Systems

Multirate Integration in Hybrid Electric Vehicle Virtual Proving Grounds

1998 ◽  
Author(s):  
Dario Solis ◽  
Chris Schwarz
Keyword(s):  
Real Time ◽  
Electric Vehicle ◽  
Time Scales ◽  
Electric Vehicles ◽  
Time Scale ◽  
Hybrid Electric Vehicle ◽  
Hybrid Electric Vehicles ◽  
Differential Algebraic Equations ◽  
Vehicle Systems ◽  
Hybrid Electric

Abstract In recent years technology development for the design of electric and hybrid-electric vehicle systems has reached a peak, due to ever increasing restrictions on fuel economy and reduced vehicle emissions. An international race among car manufacturers to bring production hybrid-electric vehicles to market has generated a great deal of interest in the scientific community. The design of these systems requires development of new simulation and optimization tools. In this paper, a description of a real-time numerical environment for Virtual Proving Grounds studies for hybrid-electric vehicles is presented. Within this environment, vehicle models are developed using a recursive multibody dynamics formulation that results in a set of Differential-Algebraic Equations (DAE), and vehicle subsystem models are created using Ordinary Differential Equations (ODE). Based on engineering knowledge of vehicle systems, two time scales are identified. The first time scale, referred to as slow time scale, contains generalized coordinates describing the mechanical vehicle system that includs the chassis, steering rack, and suspension assemblies. The second time scale, referred to as fast time scale, contains the hybrid-electric powertrain components and vehicle tires. Multirate techniques to integrate the combined set of DAE and ODE in two time scales are used to obtain computational gains that will allow solution of the system’s governing equations for state derivatives, and efficient numerical integration in real time.

scholarly journals Study on Optimization of Fuel Cell Electric Vehicle Systems by Driving Simulation.

2002 ◽  
Vol 68 (665) ◽  
pp. 218-223
Author(s):  
Hiroo YOSHIKAWA ◽  
Yukio HISHINUMA ◽  
Takemi CHIKAHISA ◽  
Atsushi HAYASAKA
Keyword(s):  
Fuel Cell ◽  
Electric Vehicle ◽  
Driving Simulation ◽  
Vehicle Systems ◽  
Fuel Cell Electric Vehicle

Assessment of Plug-in Hybrid Electric Vehicle (HEVs) Through Big Data Analysis

2021 ◽  
pp. 107-137
Author(s):  
Vikas Khare ◽  
Cheshta J. Khare ◽  
Savita Nema ◽  
Prashant Baredar
Keyword(s):  
Big Data ◽  
Data Analysis ◽  
Electric Vehicle ◽  
Hybrid Electric Vehicle ◽  
Big Data Analysis ◽  
Hybrid Electric

scholarly journals Lithium-ion battery modeling based on Big Data

2019 ◽  
Vol 159 ◽  
pp. 168-173 ◽  
Author(s):  
Shuangqi Li ◽  
Jianwei Li ◽  
Hongwen He ◽  
Hanxiao Wang
Keyword(s):  
Big Data ◽  
Lithium Ion Battery ◽  
Lithium Ion ◽  
Battery Modeling
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