Optimization decision method for spur gear cold extrusion process parameters driven by small sample data

Aiming at the problem of insufficient effective tooth width in the debugging and production of a spur gear, a small-sample data-driven “experimental design-model construction-algorithm optimization-decision verification” multi-objective optimization and decision-making method for spur gear cold extr...

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Bibliographic Details
Published in:	International journal of advanced manufacturing technology Vol. 140; no. 11-12; pp. 6657 - 6675
Main Authors:	Qiang, Liang, Binyuan, Xu, Yonghang, Xu, Bin, Ma, Yanyan, Jia
Format:	Journal Article
Language:	English
Published:	London Springer London 01.10.2025 Springer Nature B.V
Subjects:	Accuracy Algorithms CAE) and Design Cold Cold extrusion Computer simulation Computer-Aided Engineering (CAD Debugging Decision making Design of experiments Design optimization Engineering Extrusion dies Gear teeth Industrial and Production Engineering Manufacturing Mechanical Engineering Media Management Metal forming Multiple objective analysis Neural networks Optimization Optimization models Original Article Process parameters Quality control Service life Simulation Spur gears Verification Small sample drive Spur gear Improved multi-objective grey wolf optimization algorithm
ISSN:	0268-3768, 1433-3015
Online Access:	Get full text
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