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Intelligent Predictive Maintenance System
2017The machine learning techniques can be efficiently used for optimal maintenance decision making. Currently, most of the companies and manufactures possess huge amounts of sensor, process, and environment data. Combining the data with the information about the failures succeeds in creating useful train data sets for predictive maintenance purposes.
Mateusz Marzec +3 more
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Predictive Maintenance Architecture
2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), 2018In industrial plants or any critical utility plants, the ultimate goal is to maximize the production quantity and quality but at the same time keeping the production cost as low as possible. To achieve this, it is mandatory to keep plants in fully efficient condition so that the throughput of the system is maximum.
Omkar Motaghare +2 more
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Predictive maintenance for industrial robots
Industrial Robot: the international journal of robotics research and applicationPurpose The purpose of this study is to provide an insight into the role of predictive maintenance in industrial robots. Design/methodology/approach Following a short introduction, this first discusses the three main maintenance strategies used on ...
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Predictive maintenance for critical infrastructure
Expert Systems with Applications, 2022Ariel Gorenstein, Meir Kalech
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Predictive maintenance using digital twins: A systematic literature review
Information and Software Technology, 2022Raymon Van Dinter +2 more
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