A comprehensive review on pressurized thermal shock: predictive, preventive and safety issues

El‐Said, Emad M.S.; Awad, Mohamed M.; Abdulaziz, Mohammed

doi:10.1007/s10973-020-10030-4

Cited by 7 publications

(1 citation statement)

References 47 publications

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“…In recent years, the safety and health of workplaces have gradually become the focus in the development of industry [ 1 – 3 ]. The reliability of humans introduces considerable uncertainty into complex human–machine–environment systems.…”

Section: Introductionmentioning

confidence: 99%

Representation, mining and analysis of unsafe behaviour based on pan-scene data

Fan

Yao

Lei

et al. 2022

J Therm Anal Calorim

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To describe the safety rules of various industrial process data and explore the characteristics of unsafe behaviour, the association rules of unsafe behaviour based on pan-scene were proposed in this study. First, based on the scene data theory, unsafe behaviour was described by eight dimensions (time, location, behavioural individual, unsafe action, behavioural attribute, behavioural trace, professional category and risk level) to achieve scene data description and structural transformation. Second, the Apriori algorithm was used to explore the distribution rules of unsafe behaviour dimensions and the interaction between different dimensions from two perspectives: single-dimensional statistical analysis and multidimensional association rule mining. Finally, through SPSS Modeler software, an empirical analysis of pan-scene data for subway construction was conducted, and the association rules between type of work, construction stage, working time and unsafe action were identified. Some strong association rules were produced by the association analysis. For example, during the 13:00–17:00 of the excavation floor stage, the most frequent unsafe action of machine operators is the irregular binding of lifting objects. This result could explain why some unsafe actions are prone to occur in different construction stages and working times for workers of different types, which can be controlled and managed in a targeted manner, thus reducing the possibility of accidents.

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Section: Introductionmentioning

confidence: 99%