FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS
Ph.D
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Format: | Theses and Dissertations |
Language: | English |
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2021
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Online Access: | https://scholarbank.nus.edu.sg/handle/10635/191840 |
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sg-nus-scholar.10635-1918402023-01-01T18:01:01Z FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS PILLAI SHANMUGASIVAM THIRAVIYAM ELECTRICAL & COMPUTER ENGINEERING Prahlad Vadakkepat Deep learning, Prognostics and health management, Feature augmentation, Remaining useful life, Predictive maintenance, Convolutional neural networks Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2021-06-07T18:00:17Z 2021-06-07T18:00:17Z 2021-01-19 Thesis PILLAI SHANMUGASIVAM THIRAVIYAM (2021-01-19). FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/191840 0000-0002-3626-3502 en |
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National University of Singapore |
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NUS Library |
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Asia |
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Singapore Singapore |
content_provider |
NUS Library |
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ScholarBank@NUS |
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English |
topic |
Deep learning, Prognostics and health management, Feature augmentation, Remaining useful life, Predictive maintenance, Convolutional neural networks |
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Deep learning, Prognostics and health management, Feature augmentation, Remaining useful life, Predictive maintenance, Convolutional neural networks PILLAI SHANMUGASIVAM THIRAVIYAM FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS |
description |
Ph.D |
author2 |
ELECTRICAL & COMPUTER ENGINEERING |
author_facet |
ELECTRICAL & COMPUTER ENGINEERING PILLAI SHANMUGASIVAM THIRAVIYAM |
format |
Theses and Dissertations |
author |
PILLAI SHANMUGASIVAM THIRAVIYAM |
author_sort |
PILLAI SHANMUGASIVAM THIRAVIYAM |
title |
FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS |
title_short |
FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS |
title_full |
FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS |
title_fullStr |
FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS |
title_full_unstemmed |
FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS |
title_sort |
feature augmented learning for machine health prognostics using convolutional neural networks |
publishDate |
2021 |
url |
https://scholarbank.nus.edu.sg/handle/10635/191840 |
_version_ |
1754611228767944704 |