ISSN 2466-4677; e-ISSN 2466-4847
SCImago Journal Rank
2024: SJR=0.300
CWTS Journal Indicators
2024: SNIP=0.77
APPLICATION OF TAGUCHI METHOD FOR THE SELECTION OF OPTIMAL PARAMETERS OF PLANETARY DRIVING GEAR
Authors:
Slavica Miladinović1
, Sandra Veličković1, Milan Novaković1
Received: 23 October 2016
Accepted: 28 November 2016
Available online: 30 December 2016
Abstract:
An experimental research is performed in this study in order to optimize the parameters of planetary driving gear. An orthogonal array and analysis of variance (ANOVA) are employed to investigate the factors: material, module and gear width on the safety coefficient for surface durability. Statistical methods of signal to noise ratio and ANOVA with 95% confidence were applied to quantify the effects of considered factors as well as to obtain the minimum value of the safety coefficient for surface durability. The results of this analysis have shown that the gear module with 80.953% has the greatest influence on the safety coefficient for surface durability of the gear. The second influential factor is a gear width with 18.392%. And the material with 0.615% has the least influence on the safety coefficient for surface durability of the gear. The regression analysis is also shown in the study.
Keywords:
Planetary gear, optimization, Taguchi method, ANOVA, regression analysis
References:
[1] B. Stojanović, M. Blagojević, Mechanical Transmitters, Faculty of Engineering University of Kragujevac, Kragujevac, 2015.
[2] S. Kuzmanović, Machine elements, FTN publishing, Novi Sad, 2010.
[3] M. Novaković, B. Stojanović, M. Milisavljević, S. Miladinović, The kinematic analysis of Ravigneaux planetary gear set; Technical Diagnostics, 15(1), 2016: pp.7-12.
[4] S. Ilić, B. Stojanović, Systematization of planetary gear set configurations which are implemented in automatic transmissions; Technical Diagnostics, 14(4), 2015: pp.21- 26.
[5] P. S. Kamble, V. S. Jadhav, Experimental study of Roller burnishing process on plain carrier of planetary type gear box; International Journal of Modern Engineering Research (IJMER), 2(5), 2012: pp.3379-3383.
[6] S. Mandol, D. Bhattacharjee, D. K. Pranab, Robust optimization in determining failure criteria of a planetary gear assembly considering fatigue condition; Industrial application, Structural and Multidisciplinary Optimization, 53(2), 2016: pp.291-302.
[7] S. Miladinović, S. Veličković, Optimization and prediction of safety coefficient for surface durability of planetary gearbox using Тaguchi design and Аrtificial Neural Network, 3rd International Scientific Conference COMETa 2016, 2016, Jahorina, B&H, RS, pp.139-146.
[8] F. Dainian, R. S. Cohen, Chinese Studies in the History and Philosophy of Science and Technology, volume 179, Boston Studies in the Philosophy and History of Science, Kluwer academic publishers, The Netherlands, 1996.
[9] T. Freeth, Y. Bitsakis, X. Moussas, J. H. Seiradakis, A. Tselikas, H. Magou, M. Zafeiropoulou, R. Hadland, D. Bate, A. Ramsey, M. Allen, A. Crawley, P. Hockley, T. Malzbender, D. Gelb, W. Ambrisco, M. G. Edmunds, Decoding the ancient Greek astronomical calculator known as the Antikythera Mechanism, Nature, 444 (7119), 2006: pp.587-591.
[10] M. T. Wright, The Antikythera Mechanism and the early history of the moon-phase display; Antiquarian Horology, 29(3), 2006: pp.319-329.
[11] M. Abrams, James Watt Biography; ASME.
https://www.asme.org/engineeringtopics/articles/energy/james-watt (accessed 15.04.2016).
[12] R. August, R. Kasuba, J.L. Frater, A. Pintz, Dynamics of Planetary Gear Trains, NASA Contractor, Cleveland State University Clevel and Ohio, 1984.
[13] V. Nikolić, Machine elements, Faculty of Mechanical Engineering, Kragujevac, 2004.
[14] S. Tanasijević, A. Vulić, Mechanical Transmitters – planetary gears and variators, Faculty of Mechanical Engineering, Kragujevac, 2006.
[15] S. Miladinović, The optimal selection parameters of gear pairs of planetary gear (Master thesis), Faculty of Engineering University of Kragujevac, Kragujevac, 2014.
[16] B. Stojanović, M. Babić, S. Veličković, J. Blagojević, Optimization of wear behaviour in aluminium hybride composites using Taguchi method, 14th International Conference on Tribology SERBIATRIB ʼ15, 2015, Belgrade, Serbia, pp.81-89.
[17] B. Stojanović, M. Babić, S. Veličković, J. Blagojević, Tribological behavior of aluminum hybrid composites studied by application of factorial techniques; Tribology Transactions, 59(3), 2016: pp.522-529.
[18] S. Veličković, S. Analysis of influential factors on the tensile strength of polyethylene using the factorial design; Technical Diagnostics, 14(3), 2015: pp.33- 40.
[19] S. Veličković, B. Stojanović, M. Babić, I. Bobić, Optimization of tribological properties of aluminum hybrid composites using Taguchi design; Journal of composite materials, 0(0), 2016: pp.1-11.
[20] B. Stojanović, M. Babić, L. Ivanović, Taguchi optimization of tribological properties of Al/SiC/Graphite composite; Journal of the Balkan Tribological Association, 22(3), 2016: pp.2582-2595.
[21] B. Stojanovic, S. Velickovic, J. Blagojevic, D. Catic, Statistical analysis of roughness timing belt in operation using full factorial methods; Journal of the Balkan Tribological Association, 21(3), 2015: pp.514-524.
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0)
How to Cite
S. Miladinović, S. Veličković, M. Novaković, Application of Taguchi Method for the Selection of Optimal Parameters of Planetary Driving Gear. Applied Engineering Letters, 1(4), 2016: 98-104.
More Citation Formats
Miladinović, S., Veličković, S., & Novaković, M. (2016). Application of Taguchi Method for the Selection of Optimal Parameters of Planetary Driving Gear. Applied Engineering Letters, 1(4), 98-104.
Miladinović, Slavica, et al. “Application of Taguchi Method for the Selection of Optimal Parameters of Planetary Driving Gear.“ Applied Engineering Letters, vol. 1, no. 4, 2016, pp. 98-104.
Miladinović, Slavica, Sandra Veličković, and Milan Novaković. 2016. “Application of Taguchi Method for the Selection of Optimal Parameters of Planetary Driving Gear.“ Applied Engineering Letters, 1 (4): 98-104.
Miladinović, S., Veličković, S. and Novaković, M. (2016). Application of Taguchi Method for the Selection of Optimal Parameters of Planetary Driving Gear. Applied Engineering Letters, 1(4), pp. 98-104.
SCImago Journal Rank
2024: SJR=0.300
CWTS Journal Indicators
2024: SNIP=0.77
APPLICATION OF TAGUCHI METHOD FOR THE SELECTION OF OPTIMAL PARAMETERS OF PLANETARY DRIVING GEAR
Authors:
Slavica Miladinović1
, Sandra Veličković1, Milan Novaković1
Received: 23 October 2016.
Accepted: 28 November 2016.
Available online: 30 December 2016.
Abstract:
An experimental research is performed in this study in order to optimize the parameters of planetary driving gear. An orthogonal array and analysis of variance (ANOVA) are employed to investigate the factors: material, module and gear width on the safety coefficient for surface durability. Statistical methods of signal to noise ratio and ANOVA with 95% confidence were applied to quantify the effects of considered factors as well as to obtain the minimum value of the safety coefficient for surface durability. The results of this analysis have shown that the gear module with 80.953% has the greatest influence on the safety coefficient for surface durability of the gear. The second influential factor is a gear width with 18.392%. And the material with 0.615% has the least influence on the safety coefficient for surface durability of the gear. The regression analysis is also shown in the study.
Keywords:
Planetary gear, optimization, Taguchi method, ANOVA, regression analysis
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0)
