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Remaining Useful Life (RUL) Regression Using Long–Short Term Memory (LSTM) Networks [PDF]
Microelectronics Reliability, 2022 Sofia Yousuf Sheikh, Salman A Khan
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Remaining Useful Life (RUL) Control of Controlled Systems Under Degradation
International Journal of Robust and Nonlinear ControlABSTRACT Remaining Useful Life (RUL) is the length of time a component or system will operate before it requires repair or replacement. Although significant efforts have been made to estimate RUL accurately, controlling RUL remains challenging.
John Jairo MARTINEZ MOLINA +2 more
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Multiclass classification for predicting Remaining Useful Life (RUL) of the turbofan engine
2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence), 2021For complex equipment and systems or their subsystems maintaining good health is very important. Several approaches were tried by the researchers applied by the industry professionals to predict the health of equipment, to take corrective measures. In this context, data analysis and machine learning are the latest tools that use historical data of ...
Piyush Soni +3 more
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Estimation of Remaining Useful Life(RUL) of BLDC Motor Using Machine Learning Approaches
2022 7th International Conference on Communication and Electronics Systems (ICCES), 2022S Jayanthy
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Estimation of Battery Remaining Useful Life (RUL) Using AI Techniques
2025 International Conference on Knowledge Engineering and Communication Systems (ICKECS)J Ramprabhakar, Deepa Kaliyaperumal
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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.
D Kalpana
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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.
D Kalpana
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Online prognostics of aircraft turbine engine component's remaining useful life (RUL)
IEEE SOUTHEASTCON 2014, 2014Prognostics refers to the estimation of remaining useful life (RUL) of components of a system after a fault has been identified. Online prognostics indicates the estimation of RUL every time a new health data is provided to the user. In this paper, an artificial neural network (ANN) based approach is proposed for designing a prognostic system for ...
Md Monzurul Alam +2 more
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Determination of Remaining Useful Life (RUL) from Vibration Data
Proceedings of the International Conference on Condition Monitoring and Asset ManagementMaintenance management and balancing budgets between the maintenance that managers want to do versus the maintenance they can afford to do versus operational requirements is the eternal struggle that all maintenance managers face on a daily basis, and ...
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Predictive Maintenance - Exploring strategies for Remaining Useful Life (RUL) prediction
2022 IEEE 18th International Conference on Intelligent Computer Communication and Processing (ICCP), 2022Eliza Maria Olariu +3 more
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