Predictive Maintenance (PdM) Structure Using Internet of Things (IoT) for Mechanical Equipment Used into Hospitals in Rwanda
作者： Irene Niyonambaza , Marco Zennaro , Alfred Uwitonze
DOI: 10.3390/FI12120224
关键词: Reliability engineering 、 Service (systems architecture) 、 Real-time data 、 Interrupt 、 Time series 、 Computer science 、 Predictive maintenance 、 Queue 、 Reliability (computer networking) 、 Downtime
摘要: … there are many components on single equipment and different physical parameters on … status monitoring of the equipment. Additional works would consider a multivatiable monitoring …
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sci-hub.st 参考文章(72)
Yajun Lu, J Cecil, None, An Internet of Things (IoT)-based collaborative framework for advanced manufacturing The International Journal of Advanced Manufacturing Technology. ,vol. 84, pp. 1141- 1152 ,(2015) , 10.1007/S00170-015-7772-0
Alex Graves, Generating Sequences With Recurrent Neural Networks arXiv: Neural and Evolutionary Computing. ,(2013)
Yi-Chung Cheng, Sheng-Tun Li, Fuzzy Time Series Forecasting With a Probabilistic Smoothing Hidden Markov Model IEEE Transactions on Fuzzy Systems. ,vol. 20, pp. 291- 304 ,(2012) , 10.1109/TFUZZ.2011.2173583
Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Sean McLoone, Alessandro Beghi, Machine Learning for Predictive Maintenance: A Multiple Classifier Approach IEEE Transactions on Industrial Informatics. ,vol. 11, pp. 812- 820 ,(2015) , 10.1109/TII.2014.2349359
Xiaohang Jin, Mingbo Zhao, Tommy W. S. Chow, Michael Pecht, Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis IEEE Transactions on Industrial Electronics. ,vol. 61, pp. 2441- 2451 ,(2014) , 10.1109/TIE.2013.2273471
Yao-Sheng Hsieh, Fan-Tien Cheng, Hsien-Cheng Huang, Chung-Ren Wang, Saint-Chi Wang, Haw-Ching Yang, VM-Based Baseline Predictive Maintenance Scheme IEEE Transactions on Semiconductor Manufacturing. ,vol. 26, pp. 132- 144 ,(2013) , 10.1109/TSM.2012.2218837
Heng-Chao Yan, Chee Khiang Pang, Jun-Hong Zhou, PDF and Breakdown Time Prediction for Unobservable Wear Using Enhanced Particle Filters in Precognitive Maintenance IEEE Transactions on Instrumentation and Measurement. ,vol. 64, pp. 649- 659 ,(2015) , 10.1109/TIM.2014.2351312
Li Da Xu, Wu He, Shancang Li, Internet of Things in Industries: A Survey IEEE Transactions on Industrial Informatics. ,vol. 10, pp. 2233- 2243 ,(2014) , 10.1109/TII.2014.2300753
Sepp Hochreiter, Jürgen Schmidhuber, Long short-term memory Neural Computation. ,vol. 9, pp. 1735- 1780 ,(1997) , 10.1162/NECO.1997.9.8.1735
Binseng Wang, Torgeir Rui, Salil Balar, An Estimate of Patient Incidents Caused by Medical Equipment Maintenance Omissions Biomedical Instrumentation & Technology. ,vol. 47, pp. 84- 91 ,(2013) , 10.2345/0899-8205-47.1.84