Cargando…

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,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Song, Daehun, Hong, Seongeun, Seo, Jaejoon, Lee, Kyounghoon, Song, Youngeun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8953779/ https://www.ncbi.nlm.nih.gov/pubmed/35336397 http://dx.doi.org/10.3390/s22062226

Ejemplares similares

Recent progress in battery electric vehicle noise, vibration, and harshness
por: Hua, Xia, et al.
Publicado: (2021)

Virtual product development process for reducing noise, vibration, and harshness of vehicle based on substructuring and artificial neural network
por: Kim, Yongdae, et al.
Publicado: (2022)

Big Data Analysis in Healthcare
por: Ryu, Seewon, et al.
Publicado: (2014)

A Distributed Big Data Analytics Architecture for Vehicle Sensor Data
por: Alexakis, Theodoros, et al.
Publicado: (2022)

A Review of MEMS Vibrating Gyroscopes and Their Reliability Issues in Harsh Environments
por: Gill, Waqas Amin, et al.
Publicado: (2022)

Improvement and application of electromagnetic vibration and noise suppression method for electric vehicle motor
por: Lou, Xuehui, et al.
Publicado: (2023)

Driving behavior analysis and classification by vehicle OBD data using machine learning
por: kumar, Raman, et al.
Publicado: (2023)

Towards a Recommender System for In-Vehicle Antenna Placement in Harsh Propagation Environments
por: Kraus, Daniel, et al.
Publicado: (2022)

Big Challenge in Big Data Research: Continual Dispute on Big Data Analysis
por: Lee, Hae-Young
Publicado: (2019)

Big data analytics with Java: big data analytics : massive, predictive, social and self-driving
por: Mehta, Rajat
Publicado: (2017)

Correlation Analysis of In-Vehicle Sensors Data and Driver Signals in Identifying Driving and Driver Behaviors
por: Bonfati, Lucas V., et al.
Publicado: (2022)

Traffic Congestion Detection System through Connected Vehicles and Big Data
por: Cárdenas-Benítez, Néstor, et al.
Publicado: (2016)

Estimating Vehicle Fuel Consumption and Emissions Using GPS Big Data
por: Kan, Zihan, et al.
Publicado: (2018)

A big data approach to improving the vehicle emission inventory in China
por: Deng, Fanyuan, et al.
Publicado: (2020)

Potential of big data approach for remote sensing of vehicle exhaust emissions
por: Hao, Lijun, et al.
Publicado: (2021)

Social Big-Data Analysis of Particulate Matter, Health, and Society
por: Song, Juyoung, et al.
Publicado: (2019)

ONETOOL for the analysis of family-based big data
por: Song, Yeunjoo E, et al.
Publicado: (2018)

Linked data visualization: techniques, tools, and big data
por: Po, Laura, et al.
Publicado: (2020)

Techniques and environments for big data analysis: parallel, cloud, and grid computing
por: Mishra, Bhabani, et al.
Publicado: (2016)

Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data
por: Ratner, Bruce
Publicado: (2011)

Ensemble CNN to Detect Drowsy Driving with In-Vehicle Sensor Data
por: Jeon, Yongsu, et al.
Publicado: (2021)

Big Data analysis on autopilot?
por: Williams, Scott M, et al.
Publicado: (2013)

Assessing Driving Risk Using Internet of Vehicles Data: An Analysis Based on Generalized Linear Models
por: Sun, Shuai, et al.
Publicado: (2020)

Big Data Analysis Framework for Healthcare and Social Sectors in Korea
por: Song, Tae-Min, et al.
Publicado: (2015)

Vibration and Noise Analysis and Experimental Study of Rail Conveyor
por: Hao, Nini, et al.
Publicado: (2023)

Infrared Thermography Measurement for Vibration-Based Structural Health Monitoring in Low-Visibility Harsh Environments
por: He, Jia-Hao, et al.
Publicado: (2020)

Gear noise and vibration
por: Smith, J Derek
Publicado: (2003)

Development and Evaluation of an Obesity Ontology for Social Big Data Analysis
por: Kim, Ae Ran, et al.
Publicado: (2017)

Big data analysis techniques to address polypharmacy in patients – a scoping review
por: Wilfling, D., et al.
Publicado: (2020)

Economic analysis through alternative data and big data techniques: what do they tell about Brazil?
por: Libório, Matheus Pereira, et al.
Publicado: (2022)

Big data fundamentals: concepts, drivers & techniques
por: Erl, Thomas, et al.
Publicado: (2016)

Right-time experiences : driving revenue with mobile and big data
por: Lopez, Maribel
Publicado: (2014)

Naturalistic Driving: A Framework and Advances in Using Big Data
por: Knoefel, Frank, et al.
Publicado: (2018)

Managing the data lake: moving to big data analysis
por: Oram, Andrew
Publicado: (2015)

Interpreting big-data analysis of retrospective observational data
por: Huizinga, Tom W J, et al.
Publicado: (2020)

Awaiting the Second Big Data Revolution: From Digital Noise to Value Creation
por: Huberty, Mark
Publicado: (2015)

Unmanned Aerial Vehicle Assisted Post-Disaster Communication Coverage Optimization Based on Internet of Things Big Data Analysis
por: Yang, Biao, et al.
Publicado: (2023)

Shotgun metagenomic data of microbiomes on plastic fabrics exposed to harsh tropical environments
por: Radwan, Osman, et al.
Publicado: (2020)

Cloud networking for big data
por: Zeng, Deze, et al.
Publicado: (2015)

Robust Filtering Techniques for RTK Positioning in Harsh Propagation Environments
por: Medina, Daniel, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_8m7527avolu8nueqfn85snluso