Improved FULMS Algorithm for Multi-Modal Active Control of Compressor Vibration and Noise Reduction
نویسندگان
چکیده
Active control is currently a hot-button issue in the research of reducing vibration and noise created by rolling piston compressors. can effectively suppress modal structure reduce resonance acoustic radiation. This paper, which focuses on active compressor shell’s multiple modes with radiation power being objective, studies relationship between shell primary sources noise. An improved Filtered-U least mean square (FULMS) algorithm for control, based Nesterov accelerated adaptive moment estimation (NADAM) optimization algorithm, proposed to determine multi-order be controlled from perspective sound energy, particle swarm used location number secondary sources. The model was established using joint simulation platform, performance verified analyzed test process. results show that compared traditional FULMS has better effect, higher convergence speed structural mode short period time.
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ژورنال
عنوان ژورنال: Applied sciences
سال: 2022
ISSN: ['2076-3417']
DOI: https://doi.org/10.3390/app12083941