Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/143871
Title: Achievable precision of close modes in operational modal analysis : wide band theory
Authors: Au, Siu-Kui
Li, Binbin
Brownjohn, James M. W.
Keywords: Engineering::Civil engineering
Issue Date: 2020
Source: Au, S.-K., Li, B., & Brownjohn, J. M. W. (2020). Achievable precision of close modes in operational modal analysis : wide band theory. Mechanical Systems and Signal Processing, 147, 107016-. doi:10.1016/j.ymssp.2020.107016
Project: EP/N017897/1
EP/N017803
Journal: Mechanical Systems and Signal Processing
Abstract: This work takes up the challenge of deriving the ‘uncertainty law’ for close modes, i.e., closed form analytical expressions for the remaining uncertainty of modal parameters identified using (output-only) ambient vibration data. In principle the uncertainty law can be obtained from the inverse of the Fisher information matrix of modal parameters. The key mathematical challenges stem from analytical treatment of entangled stochastic dynamics with a large number of modal parameters of different nature and the quest for closed form expressions for identification uncertainty, whose possibility is questionable. Fortunately the problem still admits insightful closed form solution under long data, high signal-to-noise ratio and wide resonance band for identification. Up to modelling assumptions and the use of probability, the uncertainty law dictates the achievable precision of modal properties regardless of the identification algorithm used. A companion paper discusses the insights, verification, scientific implications and recommendation for ambient test planning.
URI: https://hdl.handle.net/10356/143871
ISSN: 0888-3270
DOI: 10.1016/j.ymssp.2020.107016
Rights: © 2020 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:CEE Journal Articles

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