Design of noise reduction structure for multihole muffler of oil separator based on genetic algorithm
With the improvement of people's living standard, noise pollution has become a growing concern. For many of the field work needs of the cabin, setting the diesel generator set for a long time power supply is essential. Diesel generators are usually arranged in the oil compartment, and the oil compartment is a closed envelope structure, the noise structure design directly affect the surrounding noise level. Based on the equivalent circuit model, this paper makes a parametric study on the single-layer micro-perforated plate sound absorber by MATLAB numerical simulation, and analyzes the influence of various structural parameters on the sound absorption performance of the whole machine. By optimizing the double-layer micro-perforated plate composite structure using a genetic algorithm, the full absorption coefficient curve can be obtained in the required noise frequency band.. Genetic algorithms are a class of randomized search methods evolved by drawing on the laws of evolution in biology (survival of the fittest, meritocratic genetic mechanism). Compared with the single-layer micro-perforated composite structure, the structure of the sound absorption coefficient and frequency range has been significantly improved.
Authors
- Tao Zhou (ORCID: https://orcid.org/0000-0001-9908-255X)
- yanyou shen
Institutions
- Institute of Electronics (CN)
Publication Details
- Published
- 2024-08-09
- DOI
- https://doi.org/10.1117/12.3037957
- Primary Topic
- Advanced Computational Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00