Results 1 to 10 of about 595,899 (192)
The MetroPT dataset for predictive maintenance
Scientific 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 ...
Bruno Veloso +3 more
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Overview of predictive maintenance based on digital twin technology
Heliyon, 2023 The upgrade and development of manufacturing industry makes predictive maintenance more and more important, but the traditional predictive maintenance can not meet the development needs in many cases.
Dong Zhong +3 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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Review of predictive maintenance algorithms applied to HVAC systems
Energy Reports, 2022 Predictive maintenance is a preventive maintenance approach that is performed based on an online health assessment and allows for timely pre-failure interventions.
Niima Es-sakali +3 more
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Low-Cost IoT-Based Predictive Maintenance Using Vibration [PDF]
SensorsPredictive 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.
Peter Kolok +4 more
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Interpretable predictive maintenance for hard drives
Machine Learning with Applications, 2021 Existing machine learning approaches for data-driven predictive maintenance are usually black boxes that claim high predictive power yet cannot be understood by humans.
Maxime Amram +3 more
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Systemic Predictive and Prescriptive Maintenance
Applied SciencesIn this paper we introduce a systemic approach for predictive and prescriptive maintenance framed within the larger system of systems, as exemplified by a use case in mining.
Magnus Löfstrand, Patrik Eklund
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Explainable Predictive Maintenance
CoRR, 2023 Explainable Artificial Intelligence (XAI) fills the role of a critical interface fostering interactions between sophisticated intelligent systems and diverse individuals, including data scientists, domain experts, end-users, and more. It aids in deciphering the intricate internal mechanisms of ``black box'' Machine Learning (ML), rendering the reasons ...
Sepideh Pashami +15 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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