Application of Machine Learning Algorithm on MEMS-Based Sensors for Determination of Helmet Wearing for Workplace Safety

Application of Machine Learning Algorithm on MEMS-Based Sensors for Determination of Helmet Wearing for Workplace Safety

Appropriate use of helmets as industrial personal protective gear is a long-standing challenge. The dilemma for any user wearing a helmet is thermal discomfort versus the chances of head injuries while not wearing it. Applying helmet microclimate psychrometry, we propose a logistic regression- (LR)...

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Bibliographic Details
Main Authors: Yan Hao Tan, Agarwal Hitesh, King Ho Holden Li
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Micromachines
Subjects:
helmet
appropriate use
microclimate
machine learning
logistic regression
Online Access:https://www.mdpi.com/2072-666X/12/4/449

Internet

https://www.mdpi.com/2072-666X/12/4/449

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