Results 11 to 20 of about 200,790 (259)
Data-Driven Predictive Maintenance
IEEE Intelligent Systems, 2022 With the growth of 5G networks, the Internet-of-Things is becoming a reality. The advances in networking, machine learning, data analytics, and robotics largely improve industrial processes. Industry 4.0 is a term for the fourth industrial revolution: the digitization and automation of manufacturing [1].
João Gama 0001 +2 more
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Research on the Development of Predictive Centered Maintenance Theory and Maintenance Mode
Hangkong gongcheng jinzhan, 2021 At present,predictive maintenance technology has not been widely used in the field of maintenance outline,but with the development of big data theory and technology,predictive centered maintenance has attracted more and more attention.The development ...
GU Xin, LIU Songcen
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Mining, 2023 Preventive maintenance practices have been proven to reduce maintenance costs in many industries. In the mining industry, preventive maintenance is the main form of maintenance, especially for mobile equipment.
Simon Robatto Simard +2 more
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Applied Sciences, 2021 Predictive maintenance (PM) algorithms are widely applied for detecting operational anomalies on industrial processes to schedule for a maintenance intervention before a possible breakdown; however, much less focus has been devoted to the use of such ...
Orhan Can Görür +2 more
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PrimaVera: Synergising Predictive Maintenance
Applied Sciences, 2020 The full potential of predictive maintenance has not yet been utilised. Current solutions focus on individual steps of the predictive maintenance cycle and only work for very specific settings.
Bram Ton +11 more
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Scheduling and Predictive Maintenance for Smart Toilet
IEEE Access, 2023 Modern society needs bathrooms. Poor sanitation is caused by worn-out appliances and expensive cleaning. The technique also requires an inexpensive, dependable sensor. This study had three goals.
Amar Lokman +2 more
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Combined preventive and predictive maintenance model of power transformers (Case study: Khorasan Regional Electricity Company) [PDF]
مجله مدل سازی در مهندسی, 2019 By installing the smart sensor and early detection of minor failures, the predictive maintenance can be added to the periodic maintenance. The purpose of this paper is to present a new preventive and predictive maintenance Markov model.
Ali Karimabadi +3 more
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Maintenance Costs and Advanced Maintenance Techniques: Survey and Analysis
International Journal of Prognostics and Health Management, 2021 The costs/benefits associated with investing in advanced maintenance techniques is not well understood. Using data collected from manufacturers, we estimate the national losses due to inadequate maintenance and make comparisons between those that rely on
Douglas S Thomas, Brian Weiss
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Predictive Maintenance in Industry 4.0 [PDF]
Proceedings of the 10th International Conference on Information Systems and Technologies, 2020 In the context of Industry 4.0, the manufacturing-related processes have shifted from conventional processes within one organization to collaborative processes cross different organizations, for example, product design processes, manufacturing processes, and maintenance processes across different factories and enterprises.
Go Muan Sang +4 more
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Advances of Digital Twins for Predictive Maintenance [PDF]
Procedia Computer Science, 2022 Digital twins (DT), aiming to improve the performance of physical entities by leveraging the virtual replica, have gained significant growth in recent years. Meanwhile, DT technology has been explored in different industrial sectors and on a variety of topics, e.g., predictive maintenance (PdM). In order to understand the state-of-the-art of DT in PdM,
Yingchao You +4 more
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