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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/17825
Title: Parametric optimization of electrochemical honing of helical gears by response surface methodology and genetic algorithm
Authors: Misra J.P.
Jain, P. K.
Dwivedi, Dheerendra Kumar
Published in: Proceedings of Advanced Materials Research
Abstract: Finishing is crucial for maximizing the service life and overall in-service performance of gears. This paper presents the parametric optimization of Electrochemical Honing (ECH) of helical gears using Response Surface Methodology (RSM) and Genetic Algorithm (GA) to predict the surface quality of gear teeth profile. A three factors three levels Box Behnken Design (BBD) of Response Surface Methodology (RSM) has been designed to investigate and analyze the effects of input variables: voltage, rotating speed and electrolyte concentration on measures of process performances: percentage improvement in average and maximum surface roughness (PIRa/PIRtm) value. Typical ranges of input parameters were investigated and regression models were developed and used respectively as constraints and objective function for parametric optimization using GA. The results established the feasibility of using the process to improve the surface quality of gear teeth profile. © (2013) Trans Tech Publications, Switzerland.
Citation: Proceedings of Advanced Materials Research, (2013), 86- 90. New Delhi
URI: https://doi.org/10.4028/www.scientific.net/AMR.622-623.86
http://repository.iitr.ac.in/handle/123456789/17825
Issue Date: 2013
Keywords: Electrochemical honing (ECH)
Genetic algorithm (GA)
Helical gear
Response surface methodology (RSM)
ISBN: 9.78E+12
ISSN: 10226680
Author Scopus IDs: 36722065500
7402520507
7004266679
Author Affiliations: Misra, J.P., Department of Mechanical and Industrial Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, India
Jain, P.K., Department of Mechanical and Industrial Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, India
Dwivedi, D.K., Department of Mechanical and Industrial Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, India
Corresponding Author: Misra, J. P.; Department of Mechanical and Industrial Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, India; email: joyprakash.misra@gmail.com
Appears in Collections:Conference Publications [ME]

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