Del 0 - Findings from Production Management Research

Machine Learning-based Prediction of Missing Parts for Assembly

Häftad, Engelska, 2024

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Manufacturing companies face challenges in managing increasing process complexity while meeting demands for on-time delivery, particularly evident during critical processes like assembly.

Produktinformation

Utgivningsdatum2024-06-20
Mått148 x 210 x 11 mm
Vikt241 g
FormatHäftad
SpråkEngelska
SerieFindings from Production Management Research
Antal sidor155
FörlagSpringer Fachmedien Wiesbaden
ISBN9783658450328

Tillhör följande kategorier

Systemvetenskap och AI inom Data och IT
Maskinteknik och material inom Naturvetenskap och teknik
Projektledning inom Ekonomi och Ledarskap
Databaser inom Data och IT

Introduction.- Theoretical Background for the Prediction of Missing Parts for Assembly.- Publication I: Approaches for the Prediction of Lead Times in an Engineer to Order Environment - a Systematic Review.- Publication II: Impact of Material Data in Assembly Delay Prediction - a Machine Learning-based Case Study in Machinery Industry.- Publication III: Machine Learning-based Prediction of Missing Components for Assembly - a Case Study at an Engineer-to-order Manufacturer.- Publication IV: Predicting Supplier Delays Utilizing Machine Learning - a Case Study in German Manufacturing Industry.- Critical Refection and Future Perspective.- Summary.- References.