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Alarm-based predictive maintenance scheduling for aircraft engines with imperfect Remaining Useful Life prognostics

Reliability engineering & system safety, 2022-05, Vol.221, p.108341, Article 108341

2022

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Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

IEEE systems journal, 2019-09, Vol.13 (3), p.2213-2227

2019

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Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

IEEE transactions on industrial informatics, 2015-06, Vol.11 (3), p.812-820

2015

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A dynamic predictive maintenance policy for complex multi-component systems

Reliability engineering & system safety, 2013-12, Vol.120, p.39-50

2013

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On Predictive Maintenance in Industry 4.0: Overview, Models, and Challenges

Applied sciences, 2022-08, Vol.12 (16), p.8081

2022

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Predictive maintenance for multi-component systems of repairables with Remaining-Useful-Life prognostics and a limited stock of spare components

Reliability engineering & system safety, 2021-10, Vol.214, p.107761, Article 107761

2021

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Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection

IEEE transactions on industrial informatics, 2020-12, Vol.16 (12), p.7479-7488

2020

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A Global Manufacturing Big Data Ecosystem for Fault Detection in Predictive Maintenance

IEEE transactions on industrial informatics, 2020-01, Vol.16 (1), p.183-192

2020

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Integrated predictive maintenance strategy for manufacturing systems by combining quality control and mission reliability analysis

International journal of production research, 2017-10, Vol.55 (19), p.5841-5862

2017

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Multiple Instance Learning With Random Forest for Event Logs Analysis and Predictive Maintenance in Ship Electric Propulsion System

IEEE transactions on industrial informatics, 2022-11, Vol.18 (11), p.7718-7728

2022

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DeepHealth: A Self-Attention Based Method for Instant Intelligent Predictive Maintenance in Industrial Internet of Things

IEEE transactions on industrial informatics, 2021-08, Vol.17 (8), p.5461-5473

2021

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Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0

IEEE internet of things journal, 2020-05, Vol.7 (5), p.4585-4597

2020

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Predictive maintenance in mining industry: grinding mill case study

Procedia computer science, 2022, Vol.207, p.2483-2492

2022

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Probing an intelligent predictive maintenance approach with deep learning and augmented reality for machine tools in IoT-enabled manufacturing

Robotics and computer-integrated manufacturing, 2022-10, Vol.77, p.102357, Article 102357

2022

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A Rolling-Horizon Approach for Predictive Maintenance Planning to Reduce the Risk of Rail Service Disruptions

IEEE transactions on reliability, 2021-09, Vol.70 (3), p.875-886

2021

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Designing predictive maintenance systems using decision tree-based machine learning techniques

The International journal of quality & reliability management, 2020-03, Vol.37 (4), p.659-686

2020

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A Deep Gaussian Process Approach for Predictive Maintenance

IEEE transactions on reliability, 2023-09, Vol.72 (3), p.1-18

2023

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A Predictive Maintenance Strategy for a Single Device Based on Remaining Useful Life Prediction Information: A Case Study on Railway Gyroscope

IEEE transactions on instrumentation and measurement, 2024-01, Vol.73, p.1-1

2024

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A Tractable Failure Probability Prediction Model for Predictive Maintenance Scheduling of Large-Scale Modular-Multilevel-Converters

IEEE transactions on power electronics, 2023-05, Vol.38 (5), p.1-12

2023

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Data-driven dynamic predictive maintenance for a manufacturing system with quality deterioration and online sensors

Reliability engineering & system safety, 2021-08, Vol.212, p.107628, Article 107628

2021

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Hybrid predictive maintenance model – study and implementation example

Production Engineering Archives, 2024-09, Vol.30 (3), p.285-295

Wiercioch, Jakub

2024

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A predictive maintenance model for k-out-of-n:F continuously deteriorating systems subject to stochastic and economic dependencies

Reliability engineering & system safety, 2022-10, Vol.226, p.108671, Article 108671

2022

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Application of infrared thermography for predictive/preventive maintenance of thermal defect in electrical equipment

Applied thermal engineering, 2013-11, Vol.61 (2), p.220-227

2013

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Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems

IEEE transactions on industrial informatics, 2021-12, Vol.17 (12), p.7980-7990

2021

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A simulation-based prediction model for coal-fired power plant condenser maintenance

Applied thermal engineering, 2020-06, Vol.174, p.115294, Article 115294

2020

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Alarm-based predictive maintenance scheduling for aircraft engines with imperfect Remaining Useful Life prognostics

Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

A dynamic predictive maintenance policy for complex multi-component systems

On Predictive Maintenance in Industry 4.0: Overview, Models, and Challenges

Predictive maintenance for multi-component systems of repairables with Remaining-Useful-Life prognostics and a limited stock of spare components

Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection

A Global Manufacturing Big Data Ecosystem for Fault Detection in Predictive Maintenance

Integrated predictive maintenance strategy for manufacturing systems by combining quality control and mission reliability analysis

Multiple Instance Learning With Random Forest for Event Logs Analysis and Predictive Maintenance in Ship Electric Propulsion System

DeepHealth: A Self-Attention Based Method for Instant Intelligent Predictive Maintenance in Industrial Internet of Things

Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0

Predictive maintenance in mining industry: grinding mill case study

Probing an intelligent predictive maintenance approach with deep learning and augmented reality for machine tools in IoT-enabled manufacturing

A Rolling-Horizon Approach for Predictive Maintenance Planning to Reduce the Risk of Rail Service Disruptions

Designing predictive maintenance systems using decision tree-based machine learning techniques

A Deep Gaussian Process Approach for Predictive Maintenance

A Predictive Maintenance Strategy for a Single Device Based on Remaining Useful Life Prediction Information: A Case Study on Railway Gyroscope

A Tractable Failure Probability Prediction Model for Predictive Maintenance Scheduling of Large-Scale Modular-Multilevel-Converters

Data-driven dynamic predictive maintenance for a manufacturing system with quality deterioration and online sensors

Hybrid predictive maintenance model – study and implementation example

A predictive maintenance model for k-out-of-n:F continuously deteriorating systems subject to stochastic and economic dependencies

Application of infrared thermography for predictive/preventive maintenance of thermal defect in electrical equipment

Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems

A simulation-based prediction model for coal-fired power plant condenser maintenance

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