第24回応用力学シンポジウム

Presentation information

General Session (5.応用数理問題―計算機科学から社会科学まで)

第五部門:応用数理問題(B)

Sat. May 15, 2021 10:55 AM - 12:25 PM E (E)

座長:市村 強(東京大学)

11:10 AM - 11:25 AM

[S05B-02] Numerical Verification of Noise Influence on Vehicle Parameter Estimation Accuracy of System Identification by On-going Monitoring

*Ryota Shin1, Jun Inoue1, Yukihiko Okada1, Kyosuke Yamamoto1 (1. University of Tsukuba)

Keywords:Vehicle response analysis, Vehicle-Bridge Interaction System, Paremeter identification

In this study, we devise a technology to simultaneously inspect vehicles, bridges, and road surfaces from vibration data of traveling vehicles at the same time. To estimate the parameters of vehicles, bridges and road surfaces by convergent computation, the shape of the objective function is important because it affects not only the accuracy but also the efficiency. As a result of numerical calculation, it was found that the objective function is always convex downward, even under the influence of measurement noises. This result suggests that the optimal solution can be searched by a simple method such as gradient descent.