Application of machine learning algorithm on MEMS-based sensors for determination of helmet wearing for workplace safety

• Main Authors: Tan, Yan Hao, Hitesh, Agarwal, Li, Holden King Ho
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Mechanical engineering; Helmet; Appropriate Use
• Online Access: https://hdl.handle.net/10356/151769
• Institution: Nanyang Technological University

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)...