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Fuzzy Linguistic Optimization on Surface Roughness for CNC Turning
Author
Source
Mathematical Problems in Engineering
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-08-19
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Surface roughness is often considered the main purpose in contemporary computer numerical controlled (CNC) machining industry.
Most existing optimization researches for CNC finish turning were either accomplished within certain manufacturing circumstances or achieved through numerous equipment operations.
Therefore, a general deduction optimization scheme is deemed to be necessary for the industry.
In this paper, the cutting depth, feed rate, speed, and tool nose runoff with low, medium, and high level are considered to optimize the surface roughness for finish turning based on L9(34) orthogonal array.
Additionally, nine fuzzy control rules using triangle membership function with respective to five linguistic grades for surface roughness are constructed.
Considering four input and twenty output intervals, the defuzzification using center of gravity is then completed.
Thus, the optimum general fuzzy linguistic parameters can then be received.
The confirmation experiment result showed that the surface roughness from the fuzzy linguistic optimization parameters is significantly advanced compared to that from the benchmark.
This paper certainly proposes a general optimization scheme using orthogonal array fuzzy linguistic approach to the surface roughness for CNC turning with profound insight.
American Psychological Association (APA)
Lan, Tian-Syung. 2010. Fuzzy Linguistic Optimization on Surface Roughness for CNC Turning. Mathematical Problems in Engineering،Vol. 2010, no. 2010, pp.1-10.
https://search.emarefa.net/detail/BIM-481773
Modern Language Association (MLA)
Lan, Tian-Syung. Fuzzy Linguistic Optimization on Surface Roughness for CNC Turning. Mathematical Problems in Engineering No. 2010 (2010), pp.1-10.
https://search.emarefa.net/detail/BIM-481773
American Medical Association (AMA)
Lan, Tian-Syung. Fuzzy Linguistic Optimization on Surface Roughness for CNC Turning. Mathematical Problems in Engineering. 2010. Vol. 2010, no. 2010, pp.1-10.
https://search.emarefa.net/detail/BIM-481773
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-481773