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The International Journal of Advanced Manufacturing Technology
Published in: The International Journal of Advanced Manufacturing Technology 5-6/2019

06-11-2019 | ORIGINAL ARTICLE

An adaptive-group-based differential evolution algorithm for inspecting machined workpiece path planning

Authors: Cheng-Jian Lin, Chun-Hui Lin

Published in: The International Journal of Advanced Manufacturing Technology | Issue 5-6/2019

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Abstract

In the precision manufacturing process, accuracy and precision are crucial when designing a workpiece inspection system. An efficient system minimizes inefficiencies caused by workpieces failing to meet customer needs and delays caused by slow workpiece inspection. In this study, a workpiece inspection system for measuring path planning is proposed that uses the given coordinate of inspection points discerned from 3D images. Then, an adaptive-group-based differential evolution (AGDE) algorithm is used to optimize the measuring path. The AGDE algorithm incorporates the grouping concept into conventional differential evolution, and this improves local search ability through referencing the direction of the best solution in each group. By using the proposed method, the shortest non-colliding measuring path is obtained. Moreover, the proposed workpiece inspection system shortens the workpiece inspection time and achieves faster performance than manual measuring path planning under multiple workpiece inspection points.
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Literature
1.
Robins M (2006) Quality innovations: a scanning revolution in five axes. Qual Mag
2.
Chen Y, Ma Z, Xu H (Aug. 2009) Key technologies of 3D surface inspection for complex workpiece using OMP60 probe. IEEE Int Conf Autom Log 223–227
3.
Zakharov OV, Balaev AF, Kochetkov AV (2017) Modeling optimal path of touch sensor of coordinate measuring machine based on traveling salesman problem solution. Proc Eng 206:1458–1463CrossRef
4.
Lu CG, Morton D, Wu MH, Myler P (1999) Genetic algorithm modelling and solution of inspection path planning on a coordinate measuring machine (CMM). Int J Adv Manuf Technol 15:409–416CrossRef
5.
Duzn X, Xu Y, Wang X, Liu W, Huo Y, Ma H (2008) Application of on-line inspection probe of machining center in free curve inspecting. World Congress on Intelligent Control and Automation, pp. 6036–6040
6.
Lin ZC, Chen CC (1997) Measuring-sequence planning by the nearest neighbour method and the refinement method. Int J Adv Manuf Technol 13(4):271–281CrossRef
7.
Lin YJ, Murugappan P (1999) A new algorithm for determining a collision-free path for a CMM probe. Int J Mach Tools Manuf 39(9):1397–1408CrossRef
8.
Limaiem A, Eimaraghy HA (1998) Automatic path planning for coordinate measuring machines. IEEE Int Conf Robot Autom 1:887–892CrossRef
9.
10.
Xia R, Lu R (2011) Inspection path planning of on-machine vision inspection for CNC milling machines. J Electron Meas Instrum 35:722–727CrossRef
11.
Snydera LV, Daskinb MS (2006) A random-key genetic algorithm for the generalized traveling salesman problem. Eur J Oper Res 174:38–53MathSciNetCrossRef
12.
Bean JC (1994) Genetic algorithms and random keys for sequencing and optimization. J Comput 6(2):154–160MATH
13.
Storn R, Price K (1997) Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces. J Glob Optim 11(4):341–359MathSciNetCrossRef
14.
Kennedy J, Eberhart R (1995) Particle swarm optimization. IEEE Int Conf Neural Netw 4:1942–1948
15.
Holland JH (1992) Genetic algorithms. J Article 267(1):66–73
16.
Peng H, Guo Z, Deng C, Wu Z (2018) Enhancing differential evolution with random neighbors based strategy. J Comput Sci 26:501–511MathSciNetCrossRef
17.
Metadata
Title
An adaptive-group-based differential evolution algorithm for inspecting machined workpiece path planning
Authors
Cheng-Jian Lin
Chun-Hui Lin
Publication date
06-11-2019
Publisher
Springer London
Published in
The International Journal of Advanced Manufacturing Technology / Issue 5-6/2019
Print ISSN: 0268-3768
Electronic ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-019-04521-4

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