Research on cutting tool edge geometry design based on SVR-PSO

In order to optimize the design of the tool edge, an intelligent method was used for modeling and optimization. The tool edge design method based on support vector regression (SVR) and particle swarm optimization (PSO) was proposed. By combining tool edge parameters and processing condition paramete...

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Veröffentlicht in:	International journal of advanced manufacturing technology 2024-04, Vol.131 (9-10), p.5047-5059
Hauptverfasser:	Jiang, Yimin, Huang, Wei, Tian, Yu, Yang, Mingyang, Xu, Wenwu, An, Yanjie, Li, Jing, Li, Junqi, Zhou, Ming
Format:	Artikel
Sprache:	eng
Schlagworte:	Advanced manufacturing technologies Algorithms Artificial intelligence CAE) and Design Computer-Aided Engineering (CAD Cutting tools Design optimization Design parameters Design techniques Energy consumption Engineering Geometry Industrial and Production Engineering Manufacturing Mathematical models Mechanical Engineering Media Management Methods Original Article Particle swarm optimization Regression analysis Support vector machines Tool life
Online-Zugang:	Volltext
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