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Low-Cost IoT-Based Predictive Maintenance Using Vibration. [PDF]
Sensors (Basel)Predictive maintenance helps reduce operational costs and improve machine reliability by anticipating failures. However, existing solutions are often too expensive or complex for small rotating machinery such as fans or low-power motors.
Kolok P +4 more
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Maintenance Time Prediction for Predictive Maintenance of Ship Engines
Applied SciencesShips carrying large amounts of cargo and passengers are larger and slower than other modes of transportation. They are mostly foreign flagged and operate at sea far from coasts for 20 years or more, incurring more operating costs than construction costs.
Seunghun Lim, Jungmo Oh, Jinkyu Park
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The MetroPT dataset for predictive maintenance. [PDF]
Sci Data, 2022 Measurement(s) pressure of air • Temperature • ampere Technology Type(s) Pressure Sensor Device • Temperature Sensor Device • Electrical Current Sample Characteristic - Environment trains Sample Characteristic - Location Portuguese ...
Veloso B +3 more
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Predictive Maintenance of Norwegian Road Network Using Deep Learning Models
Sensors, 2023 Industry 4.0 has revolutionized the use of physical and digital systems while playing a vital role in the digitalization of maintenance plans for physical assets in an optimal way. Road network conditions and timely maintenance plans are essential in the
Muhammad Umair Hassan +4 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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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].
Joao Gama, Rita P. Ribeiro, Bruno Veloso
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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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