Machine Learning-Based Prediction of Missing Components for Assembly – a Case Study at an Engineer-to-Order Manufacturer

Machine Learning-Based Prediction of Missing Components for Assembly – a Case Study at an Engineer-to-Order Manufacturer

For manufacturing companies, especially for machine and plant manufacturers, the assembly of products in time has an essential impact on meeting delivery dates. Often missing individual components lead to a delayed assembly start, hereinafter referred to as <italic>assembly start delayers</...

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Bibliographic Details
Main Authors: Peter Burggraf, Johannes Wagner, Benjamin Heinbach, Fabian Steinberg
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Production control
assembly
prediction methods
lead time reduction
machine learning
supervised learning
Online Access:https://ieeexplore.ieee.org/document/9416418/

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