Optimization of MRR and Surface Roughness in PAC of EN 31 Steel Using Weighted Principal Component Analysis
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TLDR
In this article, an attempt has been made to optimize the process parameters for multi-responses (material removal rate, MRR and surface roughness) in plasma arc cutting (PAC) of EN 31 steel using weighted principal component analysis (WPCA).About:
This article is published in Procedia Technology.The article was published on 2014-01-01 and is currently open access. It has received 18 citations till now. The article focuses on the topics: Surface roughness & Taguchi methods.read more
Citations
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Journal ArticleDOI
Optimization of Electro Discharge Machining Process Parameters With Fuzzy Logic for Stainless Steel 304 (ASTM A240)
Journal ArticleDOI
An experimental investigation and optimisation of performance characteristics in EDM of EN-24 alloy steel using Taguchi Method and Grey Relational Analysis
TL;DR: In this paper, the authors investigated the electrical discharge machining (EDM) process on EN-24 alloy steel using Taguchi robust design approach and multi Objective Grey Relational Grade with four controllable input parameters such as Pulse on time (TON), Pulse off time (Toff), Peak current (I P) and Flushing pressure (Fp) for analysis of material removal rate (MRR) and tool wear rate (TWR).
Journal ArticleDOI
Impact of induction hardened workpiece hardness on EDM performance
TL;DR: In this article, the impact of thermally induced workpiece hardness with electric discharge machining (EDM) performances and establishment of the modified propertors was investigated. But the main objective of this paper was not to evaluate the performance of the workpiece.
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Experimental Design and Performance Analysis in Plasma Arc Surface Hardening
TL;DR: In this paper, the experimental design by using the Taguchi method was employed to optimize the processing parameters in the plasma arc surface hardening process, including arc current, scanning velocity and carbon content of steel.
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Multiresponse optimization of friction stir welding process parameters by an integrated WPCA-ANN-PSO approach
Murali Ambekar,Jayant K. Kittur +1 more
TL;DR: An integrated WPCA-ANN-PSO approach to perform MRO of Friction Stir Welding (FSW) processes is proposed and a case study was carried-out to join two plates of AA2024-T4 aluminum using tool of HS steel of grade 304.
References
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Book
Taguchi techniques for quality engineering
TL;DR: Taguchi as discussed by the authors presented Taguchi Techniques for Quality Engineering (TQE), a technique for quality engineering in the field of high-level geometry. Technometrics: Vol. 31, No. 2, pp. 253-255.
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Multi-response robust design by principal component analysis
Chao-Ton Su,Lee-Ing Tong +1 more
TL;DR: In this paper, an effective procedure on the basis of principal component analysis (PCA) was proposed to optimize the multi-response problems in the Taguchi method, where a set of original responses can be transformed into a set uncorrelated components.
Book
Maintenance Engineering Handbook
TL;DR: This chapter discusses the management of maintenance functions, including the Organization and Management of Lubrication, the Theory and Practice of Maintenance, and the Components of Effective Preventive Maintenance.
Journal ArticleDOI
Multi‐response optimization in industrial experiments using Taguchi's quality loss function and principal component analysis
TL;DR: In this paper, the authors proposed an alternative approach using a powerful multivariate statistical method called principal component analysis (PCA) to solve the multi-response problems in industrial settings.