Analysis and multiobjective design optimization of planetary gear train
Апстракт
The purpose of this paper is to present the method for solving multiobjective nonlinear optimization of planetary gear trains. Optimization of gear train was successfully accomplished using the genetic algorithm (GA). The weighting method is used to approximate the Pareto set. This method transforms the multiobjective optimization problem into single-objective optimization problem by associating each objective function a weighting coefficient and then minimizing the weighted sum of the objectives. The GA based approach produced quite satisfactory results promptly supplying the designer with the preliminary design parameters of planetary gear train for different gear ratios. The results showed that the genetic algorithm is useful and applicable for optimization of planetary gears desgin.
Кључне речи:
Planetary gear train / Pareto-optimal / Multiobjective optimization / Genetic AlgorithmИзвор:
Technics Technologies Education Management, 2012, 7, 3, 975-984Финансирање / пројекти:
- Ministry of Science and Technological Development of Serbia
Колекције
Институција/група
Mašinski fakultetTY - JOUR AU - Rosić, Božidar AU - Ristivojević, Mileta AU - Radović, Dobrinko AU - Marković, Dragan AU - Vasić, Z. PY - 2012 UR - https://machinery.mas.bg.ac.rs/handle/123456789/1479 AB - The purpose of this paper is to present the method for solving multiobjective nonlinear optimization of planetary gear trains. Optimization of gear train was successfully accomplished using the genetic algorithm (GA). The weighting method is used to approximate the Pareto set. This method transforms the multiobjective optimization problem into single-objective optimization problem by associating each objective function a weighting coefficient and then minimizing the weighted sum of the objectives. The GA based approach produced quite satisfactory results promptly supplying the designer with the preliminary design parameters of planetary gear train for different gear ratios. The results showed that the genetic algorithm is useful and applicable for optimization of planetary gears desgin. T2 - Technics Technologies Education Management T1 - Analysis and multiobjective design optimization of planetary gear train EP - 984 IS - 3 SP - 975 VL - 7 UR - https://hdl.handle.net/21.15107/rcub_machinery_1479 ER -
@article{ author = "Rosić, Božidar and Ristivojević, Mileta and Radović, Dobrinko and Marković, Dragan and Vasić, Z.", year = "2012", abstract = "The purpose of this paper is to present the method for solving multiobjective nonlinear optimization of planetary gear trains. Optimization of gear train was successfully accomplished using the genetic algorithm (GA). The weighting method is used to approximate the Pareto set. This method transforms the multiobjective optimization problem into single-objective optimization problem by associating each objective function a weighting coefficient and then minimizing the weighted sum of the objectives. The GA based approach produced quite satisfactory results promptly supplying the designer with the preliminary design parameters of planetary gear train for different gear ratios. The results showed that the genetic algorithm is useful and applicable for optimization of planetary gears desgin.", journal = "Technics Technologies Education Management", title = "Analysis and multiobjective design optimization of planetary gear train", pages = "984-975", number = "3", volume = "7", url = "https://hdl.handle.net/21.15107/rcub_machinery_1479" }
Rosić, B., Ristivojević, M., Radović, D., Marković, D.,& Vasić, Z.. (2012). Analysis and multiobjective design optimization of planetary gear train. in Technics Technologies Education Management, 7(3), 975-984. https://hdl.handle.net/21.15107/rcub_machinery_1479
Rosić B, Ristivojević M, Radović D, Marković D, Vasić Z. Analysis and multiobjective design optimization of planetary gear train. in Technics Technologies Education Management. 2012;7(3):975-984. https://hdl.handle.net/21.15107/rcub_machinery_1479 .
Rosić, Božidar, Ristivojević, Mileta, Radović, Dobrinko, Marković, Dragan, Vasić, Z., "Analysis and multiobjective design optimization of planetary gear train" in Technics Technologies Education Management, 7, no. 3 (2012):975-984, https://hdl.handle.net/21.15107/rcub_machinery_1479 .