Output-Only Modal Estimation Using Eigensystem Realization Algorithm with Nonstationary Data Correlation
نویسندگان
چکیده
The conventional eigensystem realization algorithm with data correlation (ERA/DC) combines the impulse response or free of a structural system concept function to identify modal parameter system. Previous studies have shown that parameters systems subjected stationary white noise excitation can be estimated by ERA/DC from ambient without data. This is extended in this paper for output-only identification complex modes under as nonstationary process form product model. Numerical simulations and experimental verification are used validate effectiveness proposed method response-only estimation, stabilization diagram assurance criterion (MAC) distinguish fictitious modes.
منابع مشابه
Output-only Modal Analysis of a Beam Via Frequency Domain Decomposition Method Using Noisy Data
The output data from a structure is the building block for output-only modal analysis. The structure response in the output data, however, is usually contaminated with noise. Naturally, the success of output-only methods in determining the modal parameters of a structure depends on noise level. In this paper, the possibility and accuracy of identifying the modal parameters of a simply supported...
متن کاملTime-Varying Eigensystem Realization Algorithm
An identification algorithm called the time-varying eigensystem realization algorithm is proposed to realize discrete-time-varying plant models from input and output experimental data. It is shown that this singular value decomposition based method is a generalization of the eigensystem realization algorithm developed to realize time invariant models from pulse response sequences. Using the res...
متن کاملAn Eigensystem Realization Algorithm in Frequency Domain for Modal Parameter Identification
This paper demonstrates the close conceptual relationships between time domain and frequency domain approaches to identification of modal parameters for linear systems. A frequency domain eigensystem realization algorithm, via transfer functions, is developed using a known procedure formulated for a time domain eigensystem realization algorithm, via free decay measurement data. An important fea...
متن کاملState-Space System Realization With Input- and Output-Data Correlation
This paper introduces a general version of the information matrix consisting of the autocorrelation and cross-correlationmatrices of the shifted input and output data. Based on the concept of data correlation, a new system realization algorithm was developed to create a model directly from input and output data. The algorithm starts by computing a special type of correlation matrix derived from...
متن کاملTangential interpolation-based eigensystem realization algorithm for MIMO systems
The eigensystem realization algorithm (ERA) is a commonly used datadriven method for system identification and reduced-order modelling of dynamical systems. The main computational difficulty in ERA arises when the system under consideration has a large number of inputs and outputs, requiring to compute a singular value decomposition (SVD) of a largescale dense Hankel matrix. In this work, we pr...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Applied sciences
سال: 2021
ISSN: ['2076-3417']
DOI: https://doi.org/10.3390/app11073088