TY - CHAP
T1 - Artificial Intelligence Marvelous Approach for Occupational Health and Safety Applications in an Industrial Ventilation Field
T2 - A Short-systematic Review
AU - Sa-ngiamsak, Teerayut
AU - Zlatar, Tomi
AU - Thetkathuek, Anamai
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - The evolution of technology in twenty-first century particularly in the era of industrial 4.0 had brought an artificial intelligence (AI) and its subset machine learning (ML) into the real-world applications. This study was conducted to present a short review on the artificial intelligence approach for occupational health and safety applications focusing in an industrial ventilation. The searches were performed over 3 available electronics data bases including ScienceDirect, SCOPUS and Sprinker-Link. There were 503 articles found in total; combined with 18 articles, relevant to the topic, sought and selected from the search engines. Only 7 were considered meeting with the inclusion criteria. The study showed that there were three major categories, if considering base on types of dataset and data acquisition, which consisted of computer vision, various sensors and the historical dataset. Each category was unique to its own implementation depending on difference in an individual feature of interests. The ML application showed efficient performance and looming for the bright prospects in the present and near future.
AB - The evolution of technology in twenty-first century particularly in the era of industrial 4.0 had brought an artificial intelligence (AI) and its subset machine learning (ML) into the real-world applications. This study was conducted to present a short review on the artificial intelligence approach for occupational health and safety applications focusing in an industrial ventilation. The searches were performed over 3 available electronics data bases including ScienceDirect, SCOPUS and Sprinker-Link. There were 503 articles found in total; combined with 18 articles, relevant to the topic, sought and selected from the search engines. Only 7 were considered meeting with the inclusion criteria. The study showed that there were three major categories, if considering base on types of dataset and data acquisition, which consisted of computer vision, various sensors and the historical dataset. Each category was unique to its own implementation depending on difference in an individual feature of interests. The ML application showed efficient performance and looming for the bright prospects in the present and near future.
KW - Artificial intelligence
KW - Industrial ventilation
KW - Machine learning
KW - Occupational health and safety
UR - http://www.scopus.com/inward/record.url?scp=85138755359&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-12547-8_42
DO - 10.1007/978-3-031-12547-8_42
M3 - Chapter
AN - SCOPUS:85138755359
T3 - Studies in Systems, Decision and Control
SP - 529
EP - 540
BT - Studies in Systems, Decision and Control
PB - Springer Science and Business Media Deutschland GmbH
ER -