Correlation Analysis of Noise, Vibration, and Harshness in a Vehicle Using Driving Data Based on Big Data Analysis Technique

Correlation Analysis of Noise, Vibration, and Harshness in a Vehicle Using Driving Data Based on Big Data Analysis Technique

A new development process for the noise, vibration, and harshness (NVH) of a vehicle is presented using data analysis and machine learning with long-term NVH driving data. The process includes exploratory data analysis (EDA), variable importance analysis, correlation analysis, sensitivity analysis,...

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Bibliographic Details
Main Authors: Daehun Song, Seongeun Hong, Jaejoon Seo, Kyounghoon Lee, Youngeun Song
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Sensors
Subjects:
big data
data science
driving data
NVH
correlation analysis
sensitivity analysis
Online Access:https://www.mdpi.com/1424-8220/22/6/2226

Internet

https://www.mdpi.com/1424-8220/22/6/2226

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