HIERARCHICAL BAYESIAN MODEL UPDATING FOR QUANTIFYING UNCERTAINTIES IN MODEL PARAMETERS

Author:

KITAHARA Masaru1,KITAHARA Takeshi2,BEER Michael3

Affiliation:

1. ライプニッツ大学ハノーファー 土木・測地学部

2. 関東学院大学 理工学部土木学系

3. Leibniz University Hannover, Institute for Risk and Reliability

Publisher

Japan Society of Civil Engineers

Reference15 articles.

1. 1) Mottershead, J. E., Link, M. and Friswell, M. I.: The sensitivity method in finite element model updating: A tutorial, Mech. Syst. Signal Process., Vol. 25, No. 7, pp. 2275-2296, 2011.

2. 2) Mares, C., Mottershead, J. E. and Friswell, M. I.: Stochastic model updating: Part 1—theory and simulated example, Mech. Syst. Signal Process., Vol. 20, No. 7, pp. 1674-1695, 2006.

3. 3) 黒田璃紗,西尾真由子:既存鋼鈑桁橋のモデルパラメータ事後分布を用いた信頼性評価,土木学会論文集 A1(構造・地震工学),Vol. 72,No. 3,pp. 380-392,2016. [Kuroda, R. and Nishio, M.: Reliability assessment of an existing steel girder bridge using posterior distributions of model parameters, Journal of Japan Society of Civil Engineering, Ser. A1, Vol. 72, No. 3, pp. 380-392, 2016.]

4. 4) 松岡弘大,篠崎秀太,貝戸清之:不確実性を考慮した構造モデル更新および補強効果の信頼性評価:高速鉄道橋の支点追加補強への適用,土木学会論文集 A1(構造・地震工学),Vol. 76,No. 3,pp. 560-579,2020.[Matsuoka, K., Shinozuka, S. and Kaito, K.: Structural model update considering uncertainty and reliability assessment of strengthening effect: Application to additional supporting strengthening of a high-speed railway bridge, Journal of Japan Society of Civil Engineering, Ser. A1, Vol. 76, No. 3, pp. 560-579, 2020.]

5. 5) Behmanesh, I., Moaveni, B., Lombaert, G. and Papadimitriou, C.: Hierarchical Bayesian model updating for structural identification, Mech. Syst. Signal Process., Vol. 64-65, 360-376, 2015.

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