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AI algorithms and IoT platforms for anomaly and failure prediction in industrial machinery-systematic review. [PDF]

Front Artif Intell
Marín Vásquez ME, Blandón Andrade JC, Toro Lazo A, López Sotelo JA.   +3 more
europepmc   +1 more source

Interpretable ensemble remaining useful life prediction enables dynamic maintenance scheduling for aircraft engines. [PDF]

Sci Rep
Özcan H.
europepmc   +1 more source

Leveraging transfer learning and maintenance domain adaptation to improve useful life prediction accuracy of high pressure compressor of aeroengine. [PDF]

MethodsX
Singh SNP, Shringi R, Chaturvedi M, Shringi S, Sharma H.   +4 more
europepmc   +1 more source

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Remaining useful life (RUL) based maintenance decision making for deteriorating systems

IFAC Postprint Volumes IPPV / International Federation of Automatic Control, 2012
This paper deals with a remaining useful life (RUL) based maintenance policy for single unit deteriorating systems whose condition are periodically monitored. Thank to the RUL information, which is estimated from the available monitoring information, various decisions related to inspections, logistic support, maintenance opportunities and maintenance ...
Alexandre Voisin, Benoit Iung
exaly   +3 more sources

Estimation of remaining useful life (RUL) for pneumatic actuator without apriori RUL history: A hybrid prognostic approach

ISA Transactions
Predicting the Remaining Useful Life (RUL) of an industrial pneumatic actuator is crucial for enhancing maintenance strategies, reducing downtime and optimizing resource allocation. However, estimation becomes challenging when no historical RUL data is available for modeling.
T Thyagarajan
exaly   +3 more sources

Prediction of Remaining Useful Life (RUL) of Bearing Using Exponential Degradation Model

Lecture Notes in Mechanical Engineering, 2022
Keval Bhavsar, Vinay Vakharia
exaly   +2 more sources

Intelligent framework for degradation monitoring, defect identification and estimation of remaining useful life (RUL) of bearing

Advanced Engineering Informatics, 2023
Anil Kumar, Chander Parkash, Hesheng Tang   +2 more
exaly   +2 more sources

Estimation of Battery Remaining Useful Life (RUL) Using AI Techniques

2025 International Conference on Knowledge Engineering and Communication Systems (ICKECS)
J Ramprabhakar, K Deepa
exaly   +2 more sources