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.

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Published
2024-08-09
DOI
https://doi.org/10.1117/12.3037957
Primary Topic
Advanced Computational Techniques and Applications
Type
article
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article

Design of noise reduction structure for multihole muffler of oil separator based on genetic algorithm

Tao Zhou, yanyou shen
Advanced Computational Techniques and Applications
article

Design of noise reduction structure for multihole muffler of oil separator based on genetic algorithm

Tao Zhou, yanyou shen
article en

Abstract

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.

Vol. 13
Institute of Electronics (CN)
Affordable and clean energy
Openalex Percentile: Top 89%
Advanced Computational Techniques and Applications
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