• 제목/요약/키워드: Least Square Error Minimization

검색결과 22건 처리시간 0.019초

Alternative numerical method for identification of flutter on free vibration

  • Chun, Nakhyun;Moon, Jiho;Lee, Hak-Eun
    • Wind and Structures
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    • 제24권4호
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    • pp.351-365
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    • 2017
  • The minimization method is widely used to predict the dynamic characteristics of a system. Generally, data recorded by experiment (for example displacement) tends to contain noise, and the error in the properties of the system is proportional to the noise level (NL). In addition, the accuracy of the results depends on various factors such as the signal character, filtering method or cut off frequency. In particular, coupled terms in multimode systems show larger differences compared to the true value when measured in an environment with a high NL. The iterative least square (ILS) method was proposed to reduce these errors that occur under a high NL, and has been verified in previous research. However, the ILS method might be sensitive to the signal processing, including the determination of cutoff frequency. This paper focused on improving the accuracy of the ILS method, and proposed the modified ILS (MILS) method, which differs from the ILS method by the addition of a new calculation process based on correlation coefficients for each degree of freedom. Comparing the results of these systems with those of a numerical simulation revealed that both ILS and the proposed MILS method provided good prediction of the dynamic properties of the system under investigation (in this case, the damping ratio and damped frequency). Moreover, the proposed MILS method provided even better prediction results for the coupling terms of stiffness and damping coefficient matrix.

라우드스피커 주파수 종속 매개변수 유도 및 규명법 비교 (Derivation of Parameters for Loudspeaker with Frequency Dependent Terms and Discussion for Estimation Methods)

  • 박석태
    • 한국음향학회지
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    • 제26권6호
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    • pp.276-285
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    • 2007
  • 본 논문에서는 현재까지 주파수 영역에서 개발된 4종류의 라우드스피커 TS 매개변수 규명법들에 대하여 비교 검토하였다. 보이스 코일 인덕터에 대한 상세한 모델링을 위해 주파수 종속 모델링 기법을 소개하였고 관련된 매개변수들을 유도하였다. 라우드스피커의 동적 질량을 알고 있을 때에 TS 매개변수를 규명하는 방법을 소개하고 이를 실제 라우드스피커에 적용할 때에 고려할 사항들도 기술하였다. 1채널 장비로 전기 임피던스를 측정할 때에는 크기만을 측정하게 되므로 위상값 추정을 위해 최소 위상 변환법을 사용하는 방법도 기술하였다.