Results 11 to 20 of about 595,998 (291)
XAI for Predictive Maintenance
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023 The field of Explainable Predictive Maintenance (PM) is concerned with developing methods that can clarify how AI systems operate in the PM domain. One of the challenges of creating maintenance plans is integrating AI output with human decision-making pro- cesses and expertise.
Gama, Joao +5 more
openaire +1 more source
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
openaire +2 more sources
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
doaj +1 more source
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
doaj +1 more source
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
doaj +1 more source
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
doaj +1 more source
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
doaj +1 more source
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
doaj +1 more source
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
openaire +1 more source
Predictive Maintenance on the Machining Process and Machine Tool [PDF]
, 2019 This paper presents the process required to implement a data driven Predictive Maintenance (PdM) not only in the machine decision making, but also in data acquisition and processing.
Box +13 more
core +2 more sources