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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Main Authors: Zihao Li, Xin Li, Bilong Liu
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/12/5574
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spelling 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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