Analysing an Industrial Safety Process Through Process Mining: A Case Study

Pika, Anastasiia; Hofstede, Arthur H. M. ter; Perrons, Robert K.; Großmann, Georg; Stumptner, Markus; Cooley, Jim

doi:10.1007/978-3-319-95711-1_49

Cited by 2 publications

(1 citation statement)

References 18 publications

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“…Process mining includes process discovery and enhancement tools which can construct or repair process models based on event log data (e.g., Leemans et al [30] and Polyvyanyy et al [31]) as well as methods that can analyse and visualise various aspects of process behaviour such as process conformance and performance (e.g., van der Aalst et al [32]). Process mining methods were recently used to analyse process execution data of a safety process and helped to uncover some process performance and conformance issues [33]. However, such methods can only work with logs which record events that are "clearly defined and refer to precisely one case (i.e., instance) and one activity (i.e., step in the process)" [34].…”

Section: Location Proximitymentioning

confidence: 99%

A systematic approach for discovering causal dependencies between observations and incidents in the health and safety domain

et al. 2019

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Section: Location Proximitymentioning

confidence: 99%

A systematic approach for discovering causal dependencies between observations and incidents in the health and safety domain

et al. 2019

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Risk-based approach to keep mining industrial safety

Kaledina

2020

Gorn. inf.-anal. bull.

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Currently, the mining industry should be transferred to a risk-based approach in providing state supervision of industrial safety. “Regulatory guillotine” provides for the abolition of all current regulatory and methodological documents in the industry. However, vital risks should be identified and methods of their assessment and safety management based on these assessments should be proposed. The regulatory framework should become more logical and concise. However, the specifics of the mining industry requires not only a reduction in the volume of documents, but also a serious study in terms of ensuring systematic safety requirements, harmonization of industry and industry standards. In the context of a risk-based approach, all control activities go to the level of production units, while the role of personnel qualification is growing, since organizational risks are prevailing in the mining industry. Therefore, training should be one of the important tasks of the reform of the supervision of industrial safety. It will not work out only through the system of additional professional education, because In this system, personnel are mainly trained at the top managerial level, and the lower and middle levels of mining management are carried out by university graduates. This, in turn, requires an increase in the level of professional training of mountain university graduates, which is difficult to implement in the current system of basic engineering education. The current law” on education “ implements a system of constant quality reduction, which requires its adjustment.

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Analysing an Industrial Safety Process Through Process Mining: A Case Study

Cited by 2 publications

References 18 publications

A systematic approach for discovering causal dependencies between observations and incidents in the health and safety domain

A systematic approach for discovering causal dependencies between observations and incidents in the health and safety domain

Risk-based approach to keep mining industrial safety

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