An Intelligent Inspection Planning System for Prismatic Parts on CMMs

Name: An Intelligent Inspection Planning System for Prismatic Parts on CMMs
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ISBN: 9783030128098

Slavenko M. Stojadinović, Vidosav D. Majstorović

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English

Springer Nature Switzerland AG
14 August 2020

Scientific standards; Mensuration & systems of measurement; Mechanical engineering; Production engineering; Artificial intelligence

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.

By: Slavenko M. Stojadinović, Vidosav D. Majstorović
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Edition: 2019 ed.
Dimensions: Height: 235mm, Width: 155mm,
Weight: 454g
ISBN: 9783030128098
ISBN 10: 3030128091
Pages: 139
Publication Date: 14 August 2020
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Introduction.- Review of CMM Inspection Planning Methods.- Ontology Knowledge Base for Integration Geometry and Tolerance of PMPs.- The Model for Inspection Planning of PMPs on CMM.- Ants Colony Optimization of The Measuring Path of PMPs on a CMM.- Concluding Remarks and Future Research.