Virtual Simulation Research on Resonance Box Vibration Characteristics of College Symphony Orchestra Driven by Artificial Intelligence Technology

IF 4.7 3区材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-01-01 DOI:10.2478/amns-2024-0683

Xinye Wang, Xiaomei Zhang

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Abstract

This study focuses on applying artificial intelligence techniques to virtually simulate the vibration characteristics of the resonance box of a college symphony orchestra to improve the understanding and optimization of the acoustic performance of the instrument. The study uses the finite element method and digital waveguide technology to simulate and analyze the vibration characteristics of the stringed resonating musical instrument, which is realized by the vibration equation of an ideal string and the principle of digital waveguide algorithm. The experimental results show that the applied simulation technique can effectively simulate the vibration characteristics of the resonance box of the musical instrument, such as the ideal string vibration and the cavity coupling effect. In addition, the study involves the mathematical expressions of forced vibration and resonance and the effects of various materials on the modal frequencies of the resonance box. The application of artificial intelligence technology in studying acoustic characteristics of musical instruments significantly improves the accuracy and efficiency of simulation. It provides essential theoretical support for the design and production of musical instruments.

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人工智能技术驱动下的高校交响乐团共振箱振动特性虚拟仿真研究

本研究的重点是应用人工智能技术虚拟模拟高校交响乐团共鸣箱的振动特性，以提高对乐器声学性能的理解和优化。研究采用有限元法和数字波导技术模拟分析弦乐共鸣乐器的振动特性，通过理想弦乐的振动方程和数字波导算法原理实现。实验结果表明，所应用的仿真技术能有效模拟乐器共鸣箱的振动特性，如理想弦振动和腔体耦合效应。此外，研究还涉及受迫振动和共振的数学表达式，以及各种材料对共鸣箱模态频率的影响。人工智能技术在乐器声学特性研究中的应用大大提高了模拟的准确性和效率。它为乐器的设计和生产提供了重要的理论支持。

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来源期刊

ACS Applied Electronic Materials Multiple-

CiteScore

7.20

自引率

4.30%

发文量

567

期刊介绍： ACS Applied Electronic Materials is an interdisciplinary journal publishing original research covering all aspects of electronic materials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials science, engineering, optics, physics, and chemistry into important applications of electronic materials. Sample research topics that span the journal's scope are inorganic, organic, ionic and polymeric materials with properties that include conducting, semiconducting, superconducting, insulating, dielectric, magnetic, optoelectronic, piezoelectric, ferroelectric and thermoelectric. Indexed/Abstracted： Web of Science SCIE Scopus CAS INSPEC Portico