Human reliability of the intelligent construction site tower crane driver interface based on DEMATEL-ISM-BN.

ABSTRACT: With the arrival of Industry 4.0, intelligent construction sites have seen significant development in China. However, accidents involving digitized tower cranes equipped with smart systems continue to occur frequently. Among the main causes of these accidents is human unsafe behavior. To assess the human factors reliability of intelligent construction site tower cranes, it is necessary to shift the safety focus to the human-machine interface and identify patterns of human error behaviors among tower crane drivers through text mining techniques (TF-IDF-TruncatedSVD-ComplementNB). Based on the SHEL model, the behavioral factors influencing human factors reliability in the human-machine interface are categorized and a Performance Shaping Factors (PSF) system is constructed. Building on the fo

SUBMITTER: Lixia N 

PROVIDER: S-EPMC11486414 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature