A Time-Series Process Event Log Preprocessing Approach for Data-Intensive and Predictive Operationalization of Smart Factories

Minjae Park,Sohyang Park,Thanh-Hai Nguyen,Dinh-Lam Pham, Dongkeun Oh,Kyoung-Sook Kim, In-Kyoo Chun,Kwanghoon Pio Kim

2022 24th International Conference on Advanced Communication Technology (ICACT)（2022）

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摘要

This paper proposes a time-series process event log preprocessing approach applied to realize data-intensive and predictive operationalization of IoT-supported smart factories. The advanced conceptual approach of the data-intensive and predictive operationalization processes is newly proposed for effectively and predictively operating very large-scale smart factories that are supported by the Inte...

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关键词

Smart Factory,Internet of Things,Data-Intensive Smart Factory,Operationalization Process Automation,Digital Twin Platform,IoT-Sensed Dataset,Time-Series Dataset

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