FEATURE AUGMENTED LEARNING FOR MACHINE HEALTH PROGNOSTICS USING CONVOLUTIONAL NEURAL NETWORKS

Ph.D

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Main Author: PILLAI SHANMUGASIVAM THIRAVIYAM
Other Authors: ELECTRICAL & COMPUTER ENGINEERING
Format: Theses and Dissertations
Language:English
Published: 2021
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/191840
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Institution: National University of Singapore
Language: English
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spelling 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
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic Deep learning, Prognostics and health management, Feature augmentation, Remaining useful life, Predictive maintenance, Convolutional neural networks
spellingShingle 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
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