@article{ART003048129},
author={Jeong-In Park},
title={Development of Workplace Risk Assessment System Based on AI Video Analysis},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={1},
pages={151-161},
doi={10.9708/jksci.2024.29.01.151}
TY - JOUR
AU - Jeong-In Park
TI - Development of Workplace Risk Assessment System Based on AI Video Analysis
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 1
PB - The Korean Society Of Computer And Information
SP - 151
EP - 161
SN - 1598-849X
AB - In this paper, we develop ‘the Danger Map’ of a workplace to identify risk and harmful factors by analyzing images of each process within the manufacturing plant site using artificial intelligence (AI). We proposed a system that automatically derives ‘the risk and safety levels’ based on the frequency and intensity derived from this Danger Map in accordance with actual field conditions and applies them to similar manufacturing industries. In particular, in the traditional evaluation method of manually evaluating the risk of a workplace using Excel, the risk level for each risk and harmful factor acquired from the video is automatically calculated and evaluated to ensure safety through the system and calculate the safety level, so that the company can take appropriate actions accordingly. and measures were prepared. To automate safety calculation and evaluation, 'Heinrich's law' was used as a model, and a 5X4 point evaluation scale was calculated for risky behavior patterns. To demonstrate this system, we applied it to a casting factory and were able to save 2 people the time and labor required to calculate safety each month.
KW - Safety;Risk;Image-based AI;Danger Map;Heinrich's law
DO - 10.9708/jksci.2024.29.01.151
ER -
Jeong-In Park. (2024). Development of Workplace Risk Assessment System Based on AI Video Analysis. Journal of The Korea Society of Computer and Information, 29(1), 151-161.
Jeong-In Park. 2024, "Development of Workplace Risk Assessment System Based on AI Video Analysis", Journal of The Korea Society of Computer and Information, vol.29, no.1 pp.151-161. Available from: doi:10.9708/jksci.2024.29.01.151
Jeong-In Park "Development of Workplace Risk Assessment System Based on AI Video Analysis" Journal of The Korea Society of Computer and Information 29.1 pp.151-161 (2024) : 151.
Jeong-In Park. Development of Workplace Risk Assessment System Based on AI Video Analysis. 2024; 29(1), 151-161. Available from: doi:10.9708/jksci.2024.29.01.151
Jeong-In Park. "Development of Workplace Risk Assessment System Based on AI Video Analysis" Journal of The Korea Society of Computer and Information 29, no.1 (2024) : 151-161.doi: 10.9708/jksci.2024.29.01.151
Jeong-In Park. Development of Workplace Risk Assessment System Based on AI Video Analysis. Journal of The Korea Society of Computer and Information, 29(1), 151-161. doi: 10.9708/jksci.2024.29.01.151
Jeong-In Park. Development of Workplace Risk Assessment System Based on AI Video Analysis. Journal of The Korea Society of Computer and Information. 2024; 29(1) 151-161. doi: 10.9708/jksci.2024.29.01.151
Jeong-In Park. Development of Workplace Risk Assessment System Based on AI Video Analysis. 2024; 29(1), 151-161. Available from: doi:10.9708/jksci.2024.29.01.151
Jeong-In Park. "Development of Workplace Risk Assessment System Based on AI Video Analysis" Journal of The Korea Society of Computer and Information 29, no.1 (2024) : 151-161.doi: 10.9708/jksci.2024.29.01.151
