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Design optimization of deep groove ball bearings using crowding distance particle swarm optimization |
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| Authors: | Aparna Duggirala R K Jana R Venkat Shesu Prasun Bhattacharjee |
| Affiliation: | 1.Department of Industrial Engineering and Management,Maulana Abul Kalam Azad University of Technology,Kolkata,India;2.Indian Institute of Management Raipur, GEC Campus,Sejbahar, Raipur,India;3.Indian National Centre for Ocean Information Services, Ministry of Earth Sciences,Hyderabad,India;4.Department of Mechanical Engineering,Jadavpur University,Kolkata,India |
| Abstract: | This paper presents a crowding distance particle swarm optimization technique to optimize the design parameters of deep groove ball bearings. The design optimization problem is multi-objective in nature. The considered objectives are maximizing dynamic and static load bearing capacities and minimizing elasto-hydrodynamic film thickness. The technique is applied to bearings used in transmission system of a tractor for the purpose of farming. Pareto optimal solutions are obtained using the proposed technique. The results obtained from the technique are found to be superior compared with NSGA-II and catalogue values. |
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