One-dimensional convolutional neural network for damage detection of jacket-type offshore platforms
出版年份 2020 全文链接
标题
One-dimensional convolutional neural network for damage detection of jacket-type offshore platforms
作者
关键词
Damage localization, Damage severity, Convolutional neural network, Deconvolution, Jacket-type offshore platform
出版物
OCEAN ENGINEERING
Volume 219, Issue -, Pages 108293
出版商
Elsevier BV
发表日期
2020-11-05
DOI
10.1016/j.oceaneng.2020.108293
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- An effective deep feedforward neural networks (DFNN) method for damage identification of truss structures using noisy incomplete modal data
- (2020) Tam T. Truong et al. Journal of Building Engineering
- Automatic seismic damage identification of reinforced concrete columns from images by a region-based deep convolutional neural network
- (2019) Yang Xu et al. Structural Control & Health Monitoring
- Signal denoising method for modal analysis of an offshore platform
- (2019) Xingxian Bao et al. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES
- A novel Tikhonov regularization-based iterative method for structural damage identification of offshore platforms
- (2018) Shuqing Wang et al. JOURNAL OF MARINE SCIENCE AND TECHNOLOGY
- A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier
- (2018) Levent Eren et al. Journal of Signal Processing Systems for Signal Image and Video Technology
- A review of the state-of-the-art developments in the field monitoring of offshore structures
- (2018) Peng Wang et al. OCEAN ENGINEERING
- Ambient vibration responses denoising for operational modal analysis of a jacket-type offshore platform
- (2018) Xingxian Bao et al. OCEAN ENGINEERING
- Damage detection in structural systems utilizing artificial neural networks and proper orthogonal decomposition
- (2018) Saeed Eftekhar Azam et al. Structural Control & Health Monitoring
- Modal Strain Energy-based Structural Damage Identification: A Review and Comparative Study
- (2018) Shuqing Wang et al. Structural Engineering International
- Image-driven structural steel damage condition assessment method using deep learning algorithm
- (2018) Heng Liu et al. MEASUREMENT
- Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
- (2017) Osama Abdeljaber et al. JOURNAL OF SOUND AND VIBRATION
- Research on structural damage detection of offshore platforms based on grouping modal strain energy
- (2017) Guijie Liu et al. OCEAN ENGINEERING
- Developing a SIM strategy for offshore jacket platforms based on the FE model updating and a novel simplified method
- (2017) Farhad Hosseinlou et al. OCEAN ENGINEERING
- Damage detection under varying temperature using artificial neural networks
- (2017) Jianfeng Gu et al. Structural Control & Health Monitoring
- A two-step approach for damage detection in laminated composite structures using modal strain energy method and an improved differential evolution algorithm
- (2016) T. Vo-Duy et al. COMPOSITE STRUCTURES
- An improved CSS for damage detection of truss structures using changes in natural frequencies and mode shapes
- (2015) A. Kaveh et al. ADVANCES IN ENGINEERING SOFTWARE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Challenges in representation learning: A report on three machine learning contests
- (2015) Ian J. Goodfellow et al. NEURAL NETWORKS
- Lower-order modal parameters identification for offshore jacket platform using reconstructed responses to a sea test
- (2014) Fushun Liu et al. APPLIED OCEAN RESEARCH
- Signal Processing Techniques for Vibration-Based Health Monitoring of Smart Structures
- (2014) Juan Pablo Amezquita-Sanchez et al. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
- Experimental study of improved modal strain energy method for damage localisation in jacket-type offshore wind turbines
- (2014) Fushun Liu et al. RENEWABLE ENERGY
- Representation Learning: A Review and New Perspectives
- (2013) Y. Bengio et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Damage identification for beams in noisy conditions based on Teager energy operator-wavelet transform modal curvature
- (2013) Maosen Cao et al. JOURNAL OF SOUND AND VIBRATION
- Damage detection using data-driven methods applied to moving-load responses
- (2013) Filipe Cavadas et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- Developing a robust SHM method for offshore jacket platform using model updating and fuzzy logic system
- (2011) A. Mojtahedi et al. APPLIED OCEAN RESEARCH
- Acoustic Modeling Using Deep Belief Networks
- (2011) Abdel-rahman Mohamed et al. IEEE Transactions on Audio Speech and Language Processing
- Deep, Big, Simple Neural Nets for Handwritten Digit Recognition
- (2010) Dan Claudiu Cireşan et al. NEURAL COMPUTATION
- Vibration-based Damage Identification Methods: A Review and Comparative Study
- (2010) Wei Fan et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Hypersensitivity of strain-based indicators for structural damage identification: A review
- (2009) Y.Y. Li MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- Damage Identification of Shear Connectors with Wavelet Packet Energy: Laboratory Test Study
- (2008) Wei-Xin Ren et al. JOURNAL OF STRUCTURAL ENGINEERING
- Using incomplete modal data for damage detection in offshore jacket structures
- (2008) Huajun Li et al. OCEAN ENGINEERING
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started