Automatic Inspection Planning Method for Complex Surfaces on a Contact-Scanning Coordinate Measuring Machine

The growing use of complex surfaces in various industries has intensified the demand for accurate and efficient surface quality measurements. Contact-scanning inspection on the Coordinate Measurement Machine (CMM) has become one of the key technologies for measuring complex surfaces with high precision. However, developing an automatic inspection plan that balances adaptability, safety, and efficiency remains challenging. This paper introduces an automatic inspection planning method that uses two key strategies: the Sawtooth adaptive Sampling (SS) strategy and the probing Orientation & Path planning (OP) strategy. The SS strategy is used to distribute sawtooth scanning lines both globally and locally based on multiple surface information. The OP strategy is used to plan probing orientations for each scanning line, accounting for potential interferences. To optimize local and global inspection paths, we propose an improved ant colony optimization that incorporates interference costs. A series of experiments verifies that the proposed method reduces the total inspection time by 14.8% and unnecessary transition distances by more than 46.8%, while maintaining the highest sampling accuracy and avoiding potential interference. This contribution enhances the inspection efficiency of complex surfaces and further improves manufacturing capability.

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Publication Details

Journal
IEEE Transactions on Instrumentation and Measurement
Published
2025-01-01
DOI
https://doi.org/10.1109/tim.2025.3602580
Citations
1
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
1.24
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Automatic Inspection Planning Method for Complex Surfaces on a Contact-Scanning Coordinate Measuring Machine

Sitong Wang, Gaiyun He, Yichen Yan, Yue Yang et al.
1 citations
IEEE Transactions on Instrumentation and Measurement
Manufacturing Process and Optimization
1.24
article

Automatic Inspection Planning Method for Complex Surfaces on a Contact-Scanning Coordinate Measuring Machine

Sitong Wang, Gaiyun He, Yichen Yan, Yue Yang, Chenyu Wu, Zhi Tan
article en
1 citations

Abstract

The growing use of complex surfaces in various industries has intensified the demand for accurate and efficient surface quality measurements. Contact-scanning inspection on the Coordinate Measurement Machine (CMM) has become one of the key technologies for measuring complex surfaces with high precision. However, developing an automatic inspection plan that balances adaptability, safety, and efficiency remains challenging. This paper introduces an automatic inspection planning method that uses two key strategies: the Sawtooth adaptive Sampling (SS) strategy and the probing Orientation & Path planning (OP) strategy. The SS strategy is used to distribute sawtooth scanning lines both globally and locally based on multiple surface information. The OP strategy is used to plan probing orientations for each scanning line, accounting for potential interferences. To optimize local and global inspection paths, we propose an improved ant colony optimization that incorporates interference costs. A series of experiments verifies that the proposed method reduces the total inspection time by 14.8% and unnecessary transition distances by more than 46.8%, while maintaining the highest sampling accuracy and avoiding potential interference. This contribution enhances the inspection efficiency of complex surfaces and further improves manufacturing capability.

IEEE Transactions on Instrumentation and MeasurementVol. 74
Tianjin University (CN)
Sustainable cities and communities
Openalex Percentile: Top 16%
Manufacturing Process and Optimization
1.24
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Automatic Inspection Planning Method for Complex Surfaces on a Contact-Scanning Coordinate Measuring Machine — Sitong Wang, Gaiyun He, et al. · IEEE Transactions on Instrumentation and Measurement (2025) | TGRS Research Map | TGRS