Title: Application of Taguchi-based Six Sigma method to reduce defects in green sand casting process: a case study
Authors: Mahantesh M. Ganganallimath; Suraj Dhondiram Patil; E.V. Gijo; Roopa B. Math; Vijaykumar Hiremath
Addresses: Department of Mechanical Engineering, Basaveshwar Engineering College (Autonomous), Bagalkot, 587-102, Karnataka, India ' Department of Mechanical Engineering, Basaveshwar Engineering College (Autonomous), Bagalkot, 587-102, Karnataka, India ' Department of SQC & OR, Indian Statistical Institute, Bangalore, Karnataka, India ' Department of Information Science and Engineering, Basaveshwar Engineering College (Autonomous), Bagalkot, 587-102, Karnataka, India ' Department of Mechanical Engineering, Siddaganga Institute of Technology, Tumakuru, 572-103, Karnataka, India
Abstract: Six Sigma is a systematic method for process improvement. It relies on statistical and scientific methods to reduce the defect rates and achieve improved quality. A case study carried out for a green sand casting manufacturing company. Here, Six Sigma methodology is used for the part: bearing bracket 3809. Define-measure-analyse-improve-control (DMAIC) methodology along with Taguchi method is used to minimise the defects in the bearing bracket 3809. The major tools used in this work are the project charter, process map, statistical graph and cause-and-effect diagram. Use of design of experiment (DOE) and analysis of variance (ANOVA) techniques are combined to determine statistically the correlation of defects with the mould hardness, moisture content, green strength, permeability of sand, pouring rate and pouring temperature and also to find their optimum values needed to reduce/eliminate the defects. The experimental results were statistically analysed and modelled through Taguchi analysis. Based on the findings, the optimised process parameters are taken for experiment and better performance obtained in the production process was confirmed. The comparison between the existing and the proposed process has been attempted in this paper and the results have been discussed in detail.
Keywords: Six Sigma; DMAIC; casting defect; design of experiment; DOE; Taguchi analysis; analysis of variance; ANOVA.
International Journal of Business and Systems Research, 2019 Vol.13 No.2, pp.226 - 246
Received: 30 May 2017
Accepted: 06 Jun 2018
Published online: 22 Jan 2019 *