The use of taguchi-grey-fuzzy to optimize performance characteristics in turning of AISI D2

B. O.P. Soepangkat; A. Soesanti; B. Pramujati

doi:10.4028/www.scientific.net/AMM.315.211

The use of taguchi-grey-fuzzy to optimize performance characteristics in turning of AISI D2

B. O.P. Soepangkat
, A. Soesanti
, B. Pramujati

Laboratory of System Engineering and Control

Institut Teknologi Sepuluh Nopember
University of Surabaya

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

14 Citations (Scopus)

Abstract

In this paper, the optimization of surface roughness, cutting force, feed force and tool life in a turning operation was investigated by using Taguchi method and fuzzy logic. The experiment were conducted under varying cutting speeds, feed rates, depths of cut and noses radius. An orthogonal array, the signal-to-noise (S/N) ratio, grey relational analysis, grey-fuzzy reasoning grade and analysis of variance were employed to the study the performance characteristics in the turning AISI D2. Experimental results have shown that machining performance characteristics in turning process can be improved effectively through the combination of Taguchi method and fuzzy logic.

Original language	English
Title of host publication	Mechanical and Manufacturing Engineering
Pages	211-215
Number of pages	5
DOIs	https://doi.org/10.4028/www.scientific.net/AMM.315.211
Publication status	Published - 2013
Event	3rd International Conference on Mechanical and Manufacturing Engineering, ICME 2012 - , Malaysia Duration: 20 Nov 2012 → 21 Nov 2012

Publication series

Name	Applied Mechanics and Materials
Volume	315
ISSN (Print)	1660-9336
ISSN (Electronic)	1662-7482

Conference

Conference	3rd International Conference on Mechanical and Manufacturing Engineering, ICME 2012
Country/Territory	Malaysia
Period	20/11/12 → 21/11/12

Keywords

AISI D2
Fuzzy logic
Taguchi
Turning

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10.4028/www.scientific.net/AMM.315.211

Cite this

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title = "The use of taguchi-grey-fuzzy to optimize performance characteristics in turning of AISI D2",

abstract = "In this paper, the optimization of surface roughness, cutting force, feed force and tool life in a turning operation was investigated by using Taguchi method and fuzzy logic. The experiment were conducted under varying cutting speeds, feed rates, depths of cut and noses radius. An orthogonal array, the signal-to-noise (S/N) ratio, grey relational analysis, grey-fuzzy reasoning grade and analysis of variance were employed to the study the performance characteristics in the turning AISI D2. Experimental results have shown that machining performance characteristics in turning process can be improved effectively through the combination of Taguchi method and fuzzy logic.",

keywords = "AISI D2, Fuzzy logic, Taguchi, Turning",

author = "Soepangkat, \{B. O.P.\} and A. Soesanti and B. Pramujati",

year = "2013",

doi = "10.4028/www.scientific.net/AMM.315.211",

language = "English",

isbn = "9783037856352",

series = "Applied Mechanics and Materials",

pages = "211--215",

booktitle = "Mechanical and Manufacturing Engineering",

note = "3rd International Conference on Mechanical and Manufacturing Engineering, ICME 2012 ; Conference date: 20-11-2012 Through 21-11-2012",

}

Soepangkat, BOP, Soesanti, A & Pramujati, B 2013, The use of taguchi-grey-fuzzy to optimize performance characteristics in turning of AISI D2. in Mechanical and Manufacturing Engineering. Applied Mechanics and Materials, vol. 315, pp. 211-215, 3rd International Conference on Mechanical and Manufacturing Engineering, ICME 2012, Malaysia, 20/11/12. https://doi.org/10.4028/www.scientific.net/AMM.315.211

TY - GEN

T1 - The use of taguchi-grey-fuzzy to optimize performance characteristics in turning of AISI D2

AU - Soepangkat, B. O.P.

AU - Soesanti, A.

AU - Pramujati, B.

PY - 2013

Y1 - 2013

N2 - In this paper, the optimization of surface roughness, cutting force, feed force and tool life in a turning operation was investigated by using Taguchi method and fuzzy logic. The experiment were conducted under varying cutting speeds, feed rates, depths of cut and noses radius. An orthogonal array, the signal-to-noise (S/N) ratio, grey relational analysis, grey-fuzzy reasoning grade and analysis of variance were employed to the study the performance characteristics in the turning AISI D2. Experimental results have shown that machining performance characteristics in turning process can be improved effectively through the combination of Taguchi method and fuzzy logic.

AB - In this paper, the optimization of surface roughness, cutting force, feed force and tool life in a turning operation was investigated by using Taguchi method and fuzzy logic. The experiment were conducted under varying cutting speeds, feed rates, depths of cut and noses radius. An orthogonal array, the signal-to-noise (S/N) ratio, grey relational analysis, grey-fuzzy reasoning grade and analysis of variance were employed to the study the performance characteristics in the turning AISI D2. Experimental results have shown that machining performance characteristics in turning process can be improved effectively through the combination of Taguchi method and fuzzy logic.

KW - AISI D2

KW - Fuzzy logic

KW - Taguchi

KW - Turning

UR - https://www.scopus.com/pages/publications/84876398049

U2 - 10.4028/www.scientific.net/AMM.315.211

DO - 10.4028/www.scientific.net/AMM.315.211

M3 - Conference contribution

AN - SCOPUS:84876398049

SN - 9783037856352

T3 - Applied Mechanics and Materials

SP - 211

EP - 215

BT - Mechanical and Manufacturing Engineering

T2 - 3rd International Conference on Mechanical and Manufacturing Engineering, ICME 2012

Y2 - 20 November 2012 through 21 November 2012

ER -

The use of taguchi-grey-fuzzy to optimize performance characteristics in turning of AISI D2

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Keywords

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