An Industrial Application Using Process Mining to Reduce the Number of Faulty Products

Nagy, Zsuzsanna; Werner-Stark, Ágnes; Dulai, Tibor

doi:10.1007/978-3-030-00063-9_33

Cited by 2 publications

(3 citation statements)

References 7 publications

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“…The production operators decide which machines take part in the assembling. Bhogal and Garg [40] Brzychczy et al [41] Celonis AG [42] Celonis AG [43] Denno et al [44] Abonyi and Dörgő [45] Engel and Bose [46] ER et al [47,48] Fleig et al [49] Fluxicon [22,50] Ho and Lau [51] Ho et al [52] Knoll et al [53] Koosawad et al [54] Lee et al [32,55]; Park et al [33,56] Meincheim et al [57] Nagy et al [58,59] Park et al [10] Paszkiewicz [60] Pospíšil et al [34] QPR Software Plc [61] QPR Software Plc [62] Rozinat et al [30,63] Ruschel et al [31] Saravanan and Rama Sree [64] Ulsan Institute [65]; Son et al […”

Section: Applications In Operationsmentioning

confidence: 99%

“…Computer parts D, C [65,66] Automotive parts D, C [43] Mining machine operation D [41] Semiconductors D [67] Electronic chips D, C [36][37][38] Oil refinement D [45] Automotive assembly D [44] Coils D [58,59] Fig. 1.…”

Section: Not Feasiblementioning

confidence: 99%

“…In their evaluation, the discovered model is used for scheduling. Nagy et al [59] apply several process mining techniques in coil manufacturing to find distributions of faulty products in the entire production. In [58], the authors further develop their process mining application for real-time analysis.…”

Section: Not Feasiblementioning

confidence: 99%

See 2 more Smart Citations

The Status Quo of Process Mining in the Industrial Sector

Dunzer

Zilker

Marx

et al. 2021

Lecture Notes in Information Systems and Organisation

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Since process mining started to reveal the potential of event logs, it has been applied in various process settings ranging from healthcare to production. Every single setting poses its challenges to process analysts who want to apply process mining. The present paper aims at minimizing such challenges for enterprises in the industrial sector by providing a coherent overview of existing cases. Our systematic literature review relates each production form and layout from existing case studies to the applied process mining type. Further, we use Porter's Value Chain to distinguish operations from other primary and support activities in production. We present the application of process mining, particularly for the production process and the primary activities other than the operations. The results indicate that process mining fits best with cellular production layouts with batch or line production processes.

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