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Author:

Lu, Zhao-Hui (Lu, Zhao-Hui.) | Zhao, Zhao (Zhao, Zhao.) | Zhang, Xuan-Yi (Zhang, Xuan-Yi.) | Li, Chun-Qing (Li, Chun-Qing.) | Ji, Xiao-Wen (Ji, Xiao-Wen.) | Zhao, Yan-Gang (Zhao, Yan-Gang.)

Indexed by:

Scopus SCIE

Abstract:

In determining structural responses under random excitation using the Monte Carlo method, simulation of non-Gaussian processes is always a challenge. Various methods have been developed to simulate non-Gaussian processes but literature suggests that the complete expression of the Gaussian correlation function matrix (CFM) and the corresponding applicable range of the target non-Gaussian CFM have not been attempted in the transformation based on the Hermite polynomial model (HPM) to date. The intention of this paper is to derive a complete transformation model of CFM from non-Gaussian to Gaussian processes with the applicable range of the target non-Gaussian CFM based on the unified Hermite polynomial model (UHPM). An efficient procedure for simulating stationary non-Gaussian processes is also presented for easy application. It is found in the paper that the complete transformation model of Gaussian CFM is necessary because HPMs are not always monotonic and that the proposed method can simulate stationary non-Gaussian processes efficiently and accurately. The proposed method can equip researchers and engineers with a more efficient and accurate tool to handle non-Gaussian processes frequently encountered in engineering practices.

Keyword:

Unified Hermite polynomial model Complete transformation Applicable range Correlation function matrix Simulation of stationary non-Gaussian processes

Author Community:

  • [ 1 ] [Lu, Zhao-Hui]Beijing Univ Technol, Minist Educ, Key Lab Urban Secur & Disaster Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Zhao, Zhao]Beijing Univ Technol, Minist Educ, Key Lab Urban Secur & Disaster Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Zhang, Xuan-Yi]Beijing Univ Technol, Minist Educ, Key Lab Urban Secur & Disaster Engn, Beijing 100124, Peoples R China
  • [ 4 ] [Ji, Xiao-Wen]Beijing Univ Technol, Minist Educ, Key Lab Urban Secur & Disaster Engn, Beijing 100124, Peoples R China
  • [ 5 ] [Zhao, Yan-Gang]Beijing Univ Technol, Minist Educ, Key Lab Urban Secur & Disaster Engn, Beijing 100124, Peoples R China
  • [ 6 ] [Lu, Zhao-Hui]Cent South Univ, Sch Civil Engn, 22 Shaoshannan Rd, Changsha 410075, Peoples R China
  • [ 7 ] [Li, Chun-Qing]RMIT Univ, Sch Engn, Melbourne, Vic 3001, Australia
  • [ 8 ] [Zhao, Yan-Gang]Kanagawa Univ, Dept Architecture, Kanagawa Ku, 3-27-1 Rokkakubashi, Yokohama, Kanagawa 2218686, Japan

Reprint Author's Address:

  • [Zhang, Xuan-Yi]Beijing Univ Technol, Minist Educ, Key Lab Urban Secur & Disaster Engn, Beijing 100124, Peoples R China

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Source :

JOURNAL OF ENGINEERING MECHANICS

ISSN: 0733-9399

Year: 2020

Issue: 7

Volume: 146

3 . 3 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:115

Cited Count:

WoS CC Cited Count: 26

SCOPUS Cited Count: 29

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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