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An Intelligent Inspection Planning System for Prismatic Parts on CMMs

An Intelligent Inspection Planning System for Prismatic Parts on CMMs

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This book examines an intelligent system for the inspection planning of prismatic parts on coordinate measuring machines (CMMs). The content focuses on four main elements: the engineering ontology, the model of inspection planning for prismatic parts on CMMs, the optimisation model of the measuring path based on an ant-colony approach, and the model of probe configuration and setup planning based on a genetic algorithm. The model of inspection planning for CMMs developed here addresses inspection feature construction, the sampling strategy, probe accessibility analysis, automated collision-free operation, and probe path planning. The proposed model offers a novel approach to intelligent inspection, while also minimizing human involvement (and thus the risk of human error) through intelligent planning of the probe configuration and part setup. The advantages of this approach include: reduced preparation times due to the automatic generation of a measuring protocol; potential optimisation of the measuring probe path, i.e., less time needed for the actual measurement; and increased planning process autonomy through minimal human involvement in the setup analysis and probe configuration.

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This book examines an intelligent system for the inspection planning of prismatic parts on coordinate measuring machines (CMMs). The content focuses on four main elements: the engineering ontology, the model of inspection planning for prismatic parts on CMMs, the optimisation model of the measuring path based on an ant-colony approach, and the model of probe configuration and setup planning based on a genetic algorithm. The model of inspection planning for CMMs developed here addresses inspection feature construction, the sampling strategy, probe accessibility analysis, automated collision-free operation, and probe path planning. The proposed model offers a novel approach to intelligent inspection, while also minimizing human involvement (and thus the risk of human error) through intelligent planning of the probe configuration and part setup. The advantages of this approach include: reduced preparation times due to the automatic generation of a measuring protocol; potential optimisation of the measuring probe path, i.e., less time needed for the actual measurement; and increased planning process autonomy through minimal human involvement in the setup analysis and probe configuration.

Produktdetaljer
Sprog: Engelsk
Sider: 139
ISBN-13: 9783030128067
Indbinding: Hardback
Udgave:
ISBN-10: 3030128067
Udg. Dato: 20 feb 2019
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 20 feb 2019
Forfatter(e) Vidosav D. Majstorovic, Slavenko M. Stojadinovic


Kategori Videnskabelige standarder, målesystem osv.


ISBN-13 9783030128067


Sprog Engelsk


Indbinding Hardback


Sider 139


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 20 feb 2019


Oplagsdato 20 feb 2019


Forlag Springer Nature Switzerland AG

Kategori sammenhænge