Analyzing Multi-level BOM-Structured Event Data
نویسندگان
چکیده
Abstract With the advent of Industry 4.0, increasing amounts data on operational processes (e.g., manufacturing processes) become available. These can involve hundreds different materials for a relatively small number manufactured special-purpose machines rendering classical process discovery and analysis techniques infeasible. However, in contrast to most standard business processes, additional structural information is often available—for example, Bills Materials (BOMs), listing required materials, or Multi-level Manufacturing (M 2 BOMs), which additionally show material composition. This work investigates how given by BOMs) be integrated into top-down framework improve machine processes. The approach evaluated industrial-scale printer assembly provided Heidelberger Druckmaschinen AG .
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ژورنال
عنوان ژورنال: Lecture notes in business information processing
سال: 2022
ISSN: ['1865-1348', '1865-1356']
DOI: https://doi.org/10.1007/978-3-030-98581-3_4