Machine Learning-based Prediction of Missing Parts for Assembly

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.