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Predictive maintenance applications for machine learning
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Ata de Congresso
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Predictive maintenance applications for machine learning

Cline, Brad ; Niculescu, Radu Stefan ; Huffman, Duane ; Deckel, Bob

2017 Annual Reliability and Maintainability Symposium (RAMS), 2017, p.1-7

IEEE

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2
Machine Learning Based Predictive Maintenance Strategy: A Super Learning Approach with Deep Neural Networks
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Ata de Congresso
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Machine Learning Based Predictive Maintenance Strategy: A Super Learning Approach with Deep Neural Networks

Butte, Sujata ; Prashanth, A.R. ; Patil, Sainath

2018 IEEE Workshop on Microelectronics and Electron Devices (WMED), 2018, p.1-5

IEEE

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3
Real-time big data analytics for hard disk drive predictive maintenance
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Artigo
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Real-time big data analytics for hard disk drive predictive maintenance

Su, Chuan-Jun ; Huang, Shi-Feng

Computers & electrical engineering, 2018-10, Vol.71, p.93-101 [Periódico revisado por pares]

Amsterdam: Elsevier Ltd

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4
Failure Prediction Model for Predictive Maintenance
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Failure Prediction Model for Predictive Maintenance

Mishra, KamalaKanta ; Manjhi, Sachin Kumar

2018 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM), 2018, p.72-75

IEEE

Sem texto completo

5
Predictive Maintenance with Sensor Data Analytics on a Raspberry Pi-Based Experimental Platform
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Artigo
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Predictive Maintenance with Sensor Data Analytics on a Raspberry Pi-Based Experimental Platform

Chuang, Shang-Yi ; Sahoo, Nilima ; Lin, Hung-Wei ; Chang, Yeong-Hwa

Sensors (Basel, Switzerland), 2019-09, Vol.19 (18), p.3884 [Periódico revisado por pares]

Switzerland: MDPI AG

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6
Prediction of Motor Failure Time Using An Artificial Neural Network
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Artigo
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Prediction of Motor Failure Time Using An Artificial Neural Network

Scalabrini Sampaio, Gustavo ; Vallim Filho, Arnaldo Rabello de Aguiar ; Santos da Silva, Leilton ; Augusto da Silva, Leandro

Sensors (Basel, Switzerland), 2019-10, Vol.19 (19), p.4342 [Periódico revisado por pares]

Basel: MDPI AG

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7
Tackling Faults in the Industry 4.0 Era-A Survey of Machine-Learning Solutions and Key Aspects
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Artigo
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Tackling Faults in the Industry 4.0 Era-A Survey of Machine-Learning Solutions and Key Aspects

Angelopoulos, Angelos ; Michailidis, Emmanouel T ; Nomikos, Nikolaos ; Trakadas, Panagiotis ; Hatziefremidis, Antonis ; Voliotis, Stamatis ; Zahariadis, Theodore

Sensors (Basel, Switzerland), 2019-12, Vol.20 (1), p.109 [Periódico revisado por pares]

Switzerland: MDPI AG

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8
REDTag: A Predictive Maintenance Framework for Parcel Delivery Services
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Artigo
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REDTag: A Predictive Maintenance Framework for Parcel Delivery Services

Proto, Stefano ; Di Corso, Evelina ; Apiletti, Daniele ; Cagliero, Luca ; Cerquitelli, Tania ; Malnati, Giovanni ; Mazzucchi, Davide

IEEE access, 2020, Vol.8, p.14953-14964 [Periódico revisado por pares]

Piscataway: IEEE

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9
Time Series Data for Equipment Reliability Analysis With Deep Learning
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Artigo
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Time Series Data for Equipment Reliability Analysis With Deep Learning

Chen, Baotong ; Liu, Yan ; Zhang, Chunhua ; Wang, Zhongren

IEEE access, 2020, Vol.8, p.105484-105493 [Periódico revisado por pares]

Piscataway: IEEE

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10
Automating predictive maintenance using oil analysis and machine learning
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Ata de Congresso
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Automating predictive maintenance using oil analysis and machine learning

Keartland, Sarah ; Van Zyl, Terence L

2020 International SAUPEC/RobMech/PRASA Conference, 2020, p.1-6

IEEE

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