Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking Algorithm
The shunted loudspeaker with a negative impedance converter is a physical system with multiple influencing parameters. In this paper, a fully exhaustive backtracking algorithm was used to optimize these parameters, such as moving mass, total stiffness, damping, coil inductance, force factor, circuit...
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doaj-c5bb018d48914266a8eddfe9b3cda4bf2021-07-01T00:20:45ZengMDPI AGApplied Sciences2076-34172021-06-01115574557410.3390/app11125574Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking AlgorithmZihao Li0Xin Li1Bilong Liu2School of Mechanical & Automobile Engineering, Qingdao University of Technology, No. 777 Jialingjiang Road, Qingdao 266520, ChinaSchool of Mechanical & Automobile Engineering, Qingdao University of Technology, No. 777 Jialingjiang Road, Qingdao 266520, ChinaSchool of Mechanical & Automobile Engineering, Qingdao University of Technology, No. 777 Jialingjiang Road, Qingdao 266520, ChinaThe shunted loudspeaker with a negative impedance converter is a physical system with multiple influencing parameters. In this paper, a fully exhaustive backtracking algorithm was used to optimize these parameters, such as moving mass, total stiffness, damping, coil inductance, force factor, circuit resistance, inductance and capacitance, in order to obtain the best sound absorption in a specific frequency range. Taking the maximum average sound absorption coefficient in the range of 100–450 Hz as the objective function, the optimized parameters of the shunted loudspeaker were analyzed. Simulation results indicated that the force factor and moving mass can be sufficiently reduced in comparison with that of a typical four-inch loudspeaker available on the market. For a given loudspeaker from the market as an example, the four optimized parameters of the shunted loudspeaker were given, and the sound absorption coefficient was measured for verification. The measured results were in good agreement with the predicted results, demonstrating the applicability of the algorithm.https://www.mdpi.com/2076-3417/11/12/5574shunted loudspeakeroptimal sound absorptionfully exhaustive method |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zihao Li Xin Li Bilong Liu |
spellingShingle |
Zihao Li Xin Li Bilong Liu Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking Algorithm Applied Sciences shunted loudspeaker optimal sound absorption fully exhaustive method |
author_facet |
Zihao Li Xin Li Bilong Liu |
author_sort |
Zihao Li |
title |
Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking Algorithm |
title_short |
Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking Algorithm |
title_full |
Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking Algorithm |
title_fullStr |
Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking Algorithm |
title_full_unstemmed |
Optimization of Shunted Loudspeaker for Sound Absorption by Fully Exhaustive and Backtracking Algorithm |
title_sort |
optimization of shunted loudspeaker for sound absorption by fully exhaustive and backtracking algorithm |
publisher |
MDPI AG |
series |
Applied Sciences |
issn |
2076-3417 |
publishDate |
2021-06-01 |
description |
The shunted loudspeaker with a negative impedance converter is a physical system with multiple influencing parameters. In this paper, a fully exhaustive backtracking algorithm was used to optimize these parameters, such as moving mass, total stiffness, damping, coil inductance, force factor, circuit resistance, inductance and capacitance, in order to obtain the best sound absorption in a specific frequency range. Taking the maximum average sound absorption coefficient in the range of 100–450 Hz as the objective function, the optimized parameters of the shunted loudspeaker were analyzed. Simulation results indicated that the force factor and moving mass can be sufficiently reduced in comparison with that of a typical four-inch loudspeaker available on the market. For a given loudspeaker from the market as an example, the four optimized parameters of the shunted loudspeaker were given, and the sound absorption coefficient was measured for verification. The measured results were in good agreement with the predicted results, demonstrating the applicability of the algorithm. |
topic |
shunted loudspeaker optimal sound absorption fully exhaustive method |
url |
https://www.mdpi.com/2076-3417/11/12/5574 |
work_keys_str_mv |
AT zihaoli optimizationofshuntedloudspeakerforsoundabsorptionbyfullyexhaustiveandbacktrackingalgorithm AT xinli optimizationofshuntedloudspeakerforsoundabsorptionbyfullyexhaustiveandbacktrackingalgorithm AT bilongliu optimizationofshuntedloudspeakerforsoundabsorptionbyfullyexhaustiveandbacktrackingalgorithm |
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