DocumentCode
258370
Title
Localization of freeform surface workpiece with particle swarm optimization algorithm
Author
Ce Han ; Dinghua Zhang ; Baohai Wu ; Kun Pu ; Ming Luo
Author_Institution
Key Lab. of Contemporary Design & Integrated Manuf. Technol., Northwestern Polytech. Univ., Xian, China
fYear
2014
fDate
13-15 Aug. 2014
Firstpage
47
Lastpage
52
Abstract
A localization method for freeform surface workpiece with particle swarm optimization (PSO) algorithm is proposed in this paper. This study is the first attempt to use PSO as a matching algorithm in localization based on in situ measuring technology. The performance of the algorithm is studied by a set of simulations and optimal parameters settings are given. To test the performance of PSO and compare it with the classical Iterative Closest Point (ICP) algorithm, a blade model and a free-form surface model are used in this study. Simulation results show that PSO with the proposed parameter settings is appropriate to the localization of different freeform surface workpieces with high accuracy and not dependent on pre-localization condition. This study proves that PSO is a new effective algorithm for the localization of freeform surface workpiece because of its advantage of high global search ability over most existing algorithms.
Keywords
computerised numerical control; machining; particle swarm optimisation; CNC machining process; PSO algorithm; freeform surface workpiece localization method; global search ability; in situ measuring technology; matching algorithm; particle swarm optimization algorithm; Accuracy; Computer numerical control; Convergence; Iterative closest point algorithm; Particle swarm optimization; Solid modeling; Surface treatment; KEYWORD localization; matching algorithm; parameter settings; particle swarm optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Design and Manufacturing (ICIDM), Proceedings of the 2014 International Conference on
Conference_Location
Montreal, QC
Print_ISBN
978-1-4799-6269-3
Type
conf
DOI
10.1109/IDAM.2014.6912669
Filename
6912669
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