Multi-objective spur gear pair optimization focused on volume and efficiency
By D. Miler, D. Žeželj, Antonio Lončar, K. Vučković. Mechanism and Machine Theory, 2018
90 citations recorded by the source corpus.
Abstract Besides satisfying the essential strength requirements, gearbox design should ensure additional desirable properties in order to be competitive. For example, a gearbox should be efficient, durable, quiet, compact, and light. Nowadays, as a consequence of rising environmental concerns, high efficiency is a rather desirable feature. In this article, a genetic algorithm was used for conducting a multi-objective optimization of gear pair parameters with a goal of reducing the transmission volume and power losses. Gearing efficiency primarily depends on the normal load, sliding velocities, and the friction coefficient. Gearing efficiency was calculated analytically, using the approximate load distribution formulae and efficiency formulation developed by Schlenk. The resulting formula was included in the genetic algorithm as an objective. To verify it, results were compared to the ones obtained by other authors. Optimization variables consisted of the gear module, the face width, the pinion and wheel profile shift coefficients and the number of teeth of the pinion. Solutions have shown that the trade-off between volume and efficiency is obligatory and a combination of the lower gear module, the lower face width, the higher profile shift coefficients and the higher number of teeth of the pinion yield good results regarding both objectives.
Subfields: Mechanical Engineering
View Paper: https://www.semanticscholar.org/paper/bcd976fab1b35e636f9fc62b6e95f175ca9093bd
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Citations in the corpus
- Multi-objective optimization of gear unit design to improve efficiency and transmission error (2022, background): “Several studies have reported on the optimization of gear design aimed at reducing power loss [4], weight of the gearbox [5], mesh excitation [6],[7] and the different issues encountered along the power drive line like optimal gear ratio and position of shaft axes [8].”