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Inverse Problems in Science and Engineering Volume 26, 2018 - Issue 3
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Articles

Inverse identification of impact locations using multilayer perceptron with effective time-domain feature

Md Sazzad HossainFaculty of Engineering, Department of Mechanical Engineering, University of Malaya, Kuala Lumpur, Malaysia
,
Zhi Chao OngFaculty of Engineering, Department of Mechanical Engineering, University of Malaya, Kuala Lumpur, Malaysia;Advanced Shock and Vibration Research Group, Applied Vibration Laboratory, Block R, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
,
Siew-Cheok NgFaculty of Engineering, Department of Biomedical Engineering, University of Malaya, Kuala Lumpur, Malaysia
,
Zubaidah IsmailFaculty of Engineering, Department of Civil Engineering, University of Malaya, Kuala Lumpur, Malaysia;Advanced Shock and Vibration Research Group, Applied Vibration Laboratory, Block R, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia
&
Shin Yee KhooFaculty of Engineering, Department of Mechanical Engineering, University of Malaya, Kuala Lumpur, Malaysia;Advanced Shock and Vibration Research Group, Applied Vibration Laboratory, Block R, Faculty of Engineering, University of Malaya, Kuala Lumpur, MalaysiaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-4729-8508
ORCID Icon
Pages 443-461 | Received 24 Jun 2016, Accepted 03 Apr 2017, Published online: 20 Apr 2017

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Zhenfeng Huang, Dahuan Wei, Hanling Mao, Xinxin Li, Weili Tang, Kuangchi Sun & Xun Qian. (2021) Localization of impact on box mechanical structure by the method of modal parameters extraction combined with K-means clustering. Inverse Problems in Science and Engineering 29:13, pages 2561-2578.
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Articles from other publishers (7)

Zhengyan Yang, Hongjuan Yang, Tong Tian, Deshuang Deng, Mutian Hu, Jitong Ma, Dongyue Gao, Jiaqi Zhang, Shuyi Ma, Lei Yang, Hao Xu & Zhanjun Wu. (2023) A review on guided-ultrasonic-wave-based structural health monitoring: From fundamental theory to machine learning techniques. Ultrasonics 133, pages 107014.
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Junjiang Liu, Baijie Qiao, Yanan Wang, Weifeng He & Xuefeng Chen. (2023) Non-convex sparse regularization via convex optimization for impact force identification. Mechanical Systems and Signal Processing 191, pages 110191.
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Yaru Liu & Lei Wang. (2023) Quantification, localization, and reconstruction of impact force on interval composite structures. International Journal of Mechanical Sciences 239, pages 107873.
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Prabakaran Balasubramanian, Vikram Kaushik, Sumaya Y Altamimi, Marco Amabili & Mohamed Alteneiji. (2022) Comparison of neural networks based on accuracy and robustness in identifying impact location for structural health monitoring applications. Structural Health Monitoring 22:1, pages 417-432.
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Tao Peng, Lilin Cui, Xiufeng Huang, Wenjing Yu & Rongwu Xu. (2022) Error-Index-Based Algorithm for Low-Velocity Impact Localization. Shock and Vibration 2022, pages 1-16.
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Binbin Qiu, Meng Zhang, Xu Li, Xianqiang Qu & Fushan Tong. (2020) Unknown impact force localisation and reconstruction in experimental plate structure using time-series analysis and pattern recognition. International Journal of Mechanical Sciences 166, pages 105231.
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Babak Jahani & Babak Mohammadi. (2018) A comparison between the application of empirical and ANN methods for estimation of daily global solar radiation in Iran. Theoretical and Applied Climatology 137:1-2, pages 1257-1269.
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