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Precision allocation method of large-scale CNC hobbing machine based on precision-cost comprehensive optimization.

Authors :
Hu, Zongyan
Wang, Shilong
Ma, Chi
Source :
International Journal of Advanced Manufacturing Technology. Jun2023, Vol. 126 Issue 7/8, p3453-3474. 22p. 1 Color Photograph, 8 Diagrams, 13 Charts, 3 Graphs.
Publication Year :
2023

Abstract

In modern machine tool design, precision is an important index to characterize machine tool performance and precision allocation has become a key task. Since the middle of the twentieth century, precision allocation methods using optimization technology to balance manufacturing cost and precision level have gradually developed, but most methods mainly take the cost minimization as the goal to optimize the precision allocation. As the precision and manufacturing costs are a pair of factors to be comprehensively considered, balance between them is needed to meet different design requirements. This paper proposes a comprehensive optimization method to trade-off between precision and cost. A multi-object precision allocation optimization model aiming at minimizing fuzzy manufacturing cost and comprehensive precision of machine tool is constructed. A multi-object optimization algorithm to solve the model is designed, combining the multi-objective gray wolf optimization algorithm with multi-objective decision analysis method Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS). A case study based on a large-scale hobbing machine shows that the comprehensive optimization of manufacturing cost and machining precision is realized by using the proposed multi-object precision allocation optimization method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02683768
Volume :
126
Issue :
7/8
Database :
Academic Search Index
Journal :
International Journal of Advanced Manufacturing Technology
Publication Type :
Academic Journal
Accession number :
163728249
Full Text :
https://doi.org/10.1007/s00170-023-11303-6