A robust and reliable data-driven prognostics approach based on Extreme Learning Machine and Fuzzy Clustering
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Summary
Prognostics and Health Management aims at extending the life cycle of engineer in gassets, while reducing exploitation and maintenance costs, and develops a novel approach beyond conventional methods of data-driven prognostics.
- Type
- preprint
- Published
- 2014-04-09
- Cited by
- 32
- References
- 218
- Access
- Open access
- OpenAlex
- https://openalex.org/W2152564
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:108063742
Keywords
Prognostics, Downtime, Process (computing), Key (lock), Reliability engineering
References
- Pattern Recognition with Fuzzy Objective Function Algorithms (James C. Bezdek)
- Feature Extraction for Bearing Prognostics and Health Management (PHM) - A Survey (Preprint)
- Prognostics of Power Mosfets Under Thermal Stress Accelerated Aging Using Data-Driven and Model-Based Methodologies
- Uncertainty Representation and Interpretation in Model-Based Prognostics Algorithms Based on Kalman Filter Estimation
- An Approach to Prognostic Decision Making in the Aerospace Domain
- Intelligent Fault Diagnosis and Prognosis for Engineering Systems
- User's Guide for the Commercial Modular Aero-Propulsion System Simulation (C-MAPSS)
- Prognostic modelling options for remaining useful life estimation by industry
- Prognostics and Condition-Based Maintenance: A New Approach to Precursive Metrics
- Measuring Predictability: Theory and Macroeconomic Applications
- A REVIEW ON RELIABILITY MODELS WITH COVARIATES
- Prognostics and health management of electronics
- Intelligent condition-based prediction of machinery reliability
- Utilising the Wavelet Transform in Condition-Based Maintenance: A Review with Applications
- On sequential simulation-based methods for Bayesian filtering
- Trajectory Similarity Based Prediction for Remaining Useful Life Estimation
- Fuzzy Model Identification Based on Cluster Estimation
- Nonparametric approach to improvement of qualitt of modal parameters estimation
- Model-based prognostic techniques [maintenance applications]
- An overview of advances in reliability estimation of individual predictions in machine learning
Cited by
- Hybrid prognostic approach for Micro-Electro-Mechanical Systems
- Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model
- Development of a prognostics and health management system for the railway infrastructure — Review and methodology
- A recurrent neural network based health indicator for remaining useful life prediction of bearings
- Large Power Transformer Fault Diagnosis and Prognostic Based on DBNC and D-S Evidence Theory
- A Data Driven Model for Predicting Tool Health Condition in High Speed Milling of Titanium Plates Using Real-Time SCADA
- Multicriteria optimization in distributed micro-conveying platform
- Particle filter-based prognostic approach for high-speed shaft bearing wind turbine progressive degradations
- Wind turbine drivetrain prognosis approach based on Kalman smoother with confidence bounds
- An efficient cloud prognostic approach for aircraft engines fleet trending
- Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture
- A decision fusion based methodology for fault Prognostic and Health Management of complex systems
- Development of Deep Learning Based Methodology on Rotating Machine Fault Diagnosis
- New prognosis approach for preventive and predictive maintenance — Application to a distillation column
- Health indicator construction of machinery based on end-to-end trainable convolution recurrent neural networks
- A Review on Prognostics Methods for Engineering Systems
- Aeroengines Remaining Useful Life Prediction Based on Improved C-Loss ELM
- Physics-Aware Surrogate-based Optimization with Transfer Mapping Gaussian Processes: for Bio-inspired Flow Tailoring
- Short and long term optimization for micro-object conveying with air-jet modular distributed system
- Remaining serviceable life indicator of bearing
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