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Selection of optimum turning parameters based on cooperative optimization of minimum energy consumption and high surface quality.
- Source :
- Procedia CIRP; 2018, Vol. 72, p1469-1474, 6p
- Publication Year :
- 2018
-
Abstract
- Energy saving and surface quality are priorities in manufacturing industry with increased sustainability and high-quality consciousness. This paper presents a cooperative optimization approach to choose optimal cutting parameters for energy saving and quality assurance considering the effects of tool wear and cutting parameter combinations at a certain material removal rate. Cutting energy consumption, energy efficiency and surface roughness are optimization objectives and their functions are developed with cutting parameters and tool wear. The multi-objective optimization model is constructed with constraints and solved by NSGA-III. A turning application case is given and the results illustrate the effectiveness of the proposed method. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 22128271
- Volume :
- 72
- Database :
- Supplemental Index
- Journal :
- Procedia CIRP
- Publication Type :
- Academic Journal
- Accession number :
- 130377552
- Full Text :
- https://doi.org/10.1016/j.procir.2018.03.099