Neural Network-Based Damage Detection from Transfer Function Changes

被引：5

作者：

Vinayak, Hemant Kumar ^{[1
]}

Kumar, Ashok ^{[2
]}

Agarwal, Pankaj ^{[2
]}

Thakkar, Shashi Kant ^{[2
]}

机构：

[1] Natl Inst Technol Hamirpur, Dept Civil Engn, Hamirpur 177005, Himachal Prades, India

[2] Indian Inst Technol, Dept Earthquake Engn, Roorkee, Uttar Pradesh, India

来源：

JOURNAL OF EARTHQUAKE ENGINEERING | 2010年 / 14卷 / 05期

关键词：

Damage Detection; Neural Network; Transfer Function; Stiffness; Earthquake;

D O I：

10.1080/13632460903414535

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

This article puts forth the work on a neural network-based approach to determine the degree of damaged floors of the building considering changes in the transfer function. The transfer function is considered for that part of forced vibration in which system vibrates linearly after the structure has been damaged considering the building is instrumented during the earthquake. The results showed that accuracy of degree of damage detected increased with the increase in the number of combination of damages. The instrumentation of the first floor is expected to give best results for damage detection based on the transfer function-based approach.

引用

页码：771 / 787

页数：17

共 50 条

[41] A neural network-based ionospheric model for Arecibo
Friedrich, M.
Fankhauser, M.
Oyeyemi, E.
McKinnell, L. A.
ADVANCES IN SPACE RESEARCH, 2008, 42 (04) : 776 - 781
[42] Neural Network-Based Adaptive Polar Coding
Miloslavskaya, Vera
Li, Yonghui
Vucetic, Branka
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (04) : 1881 - 1894
[43] Neural Network-Based Diagnostics for PV Plant
Cristaldi, Loredana
Leone, Giacomo
Vergura, Silvano
2016 IEEE 16TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING (EEEIC), 2016,
[44] A Radial Basis Function Neural Network-Based Fast Forecasting Model for Regional Economy
Liu, Tangfa
Li, Yan
Jiang, Jianfeng
JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2024, 33 (08)
[45] Neural network-based acoustic vehicle counting
Djukanovic, Slobodan
Patel, Yash
Matas, Jiri
Virtanen, Tuomas
29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021), 2021, : 561 - 565
[46] Neural network-based distributed thermal calculators
Vikram, S
Nguyen, L
Jeeves, N
Takiar, H
1998 INTERNATIONAL SYMPOSIUM ON MICROELECTRONICS, 1998, 3582 : 1023 - 1029
[47] Neural network-based automatic factor construction
Fang, Jie
Lin, Jianwu
Xia, Shutao
Xia, Zhikang
Hu, Shenglei
Liu, Xiang
Jiang, Yong
QUANTITATIVE FINANCE, 2020, 20 (12) : 2101 - 2114
[48] Research on neural network-based cryptography applications
Zhang, Meiyu
Jiang, Rongrong
2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 2, 2008, : 170 - 174
[49] Enhanced neural network-based attack investigation framework for network forensics: Identification, detection, and analysis of the attack
Bhardwaj, Sonam
Dave, Mayank
COMPUTERS & SECURITY, 2023, 135
[50] An Empirical Comparison on Malicious Activity Detection Using Different Neural Network-Based Models
Albahar, Marwan A.
Al-Falluji, Ruaa A.
Binsawad, Muhammad
IEEE ACCESS, 2020, 8 (08) : 61549 - 61564

← 1 2 3 4 5 →