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A Visual Bibliography of Prognostics and Health Management (PHM)

Preventive maintenance scheduling optimization based on opportunistic production-maintenance synchronization

2021-07-19

A new analytical method to optimise the preventive maintenance interval by using a semi-Markov process and z-transform with an application to marine diesel engines

2021-07-19

A two-stage method based on extreme learning machine for predicting the remaining useful life of rolling-element bearings

2020-07-19

Recurrent convolutional neural network A new framework for remaining useful life prediction of machinery

2020-07-19

Deep reinforcement learning based preventive maintenance policy for serial production lines

2020-07-19

Periodic preventive maintenance planning for systems working under a Markovian operating condition

2020-07-19

Preventive maintenance versus cost of repairs in asset management An efficiency analysis in wastewater treatment plants

2020-07-19

Optimal dynamic imperfect preventive maintenance of wind turbines based on general renewal processes

2020-07-19

Optimization of preventive maintenance for series manufacturing system by differential evolution algorithm

2020-07-19

Applications of machine learning to machine fault diagnosis A review and roadmap

2020-07-19

Convolutional neural network in intelligent fault diagnosis toward rotatory machinery

2020-07-19

Application of neural network algorithm in fault diagnosis of mechanical intelligence

2020-07-19

Deep learning fault diagnosis method based on global optimization GAN for unbalanced data

2020-05-19

An adaptive deep transfer learning method for bearing fault diagnosis

2020-03-19

Fault diagnosis of wind turbine based on Long Short-term memory networks

2019-07-26

Online Fault Diagnosis Method Based on Transfer Convolutional Neural Networks

2019-07-19

Fault Diagnosis Method Based on Principal Component Analysis and Broad Learning System

2019-07-19

Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction

2019-07-19

Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture

2019-07-19

A two-phase preventive maintenance policy considering imperfect repair and postponed replacement

2019-07-19

Developing the R-TOPSIS methodology for risk-based preventive maintenance planning A case study in rolling mill company

2019-07-19

A reliability-and-cost-based fuzzy approach to optimize preventive maintenance scheduling for offshore wind farms

2019-07-19

A new model based on Artificial Bee Colony algorithm for preventive maintenance with replacement scheduling in continuous production lines

2019-07-19

A trade-off between productivity and cost for the integrated part quality inspection and preventive maintenance planning under uncertainty

2019-07-19

Research and application of improved adaptive MOMEDA fault diagnosis method

2019-07-19

A survey on Deep Learning based bearing fault diagnosis

2019-07-19

Deep residual learning-based fault diagnosis method for rotating machinery

2019-07-19

Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network

2019-07-19

A Review of Early Fault Diagnosis Approaches and Their Applications in Rotating Machinery

2019-07-19

Fault diagnosis of single-phase induction motor based on acoustic signals

2019-07-07

Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine

2019-06-19

Deep Learning-Based Intelligent Fault Diagnosis Methods Toward Rotating Machinery

2019-05-20

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

2018-07-19

Remaining useful life estimation in prognostics using deep convolution neural networks

2018-07-19

Estimation of Bearing Remaining Useful Life Based on Multiscale Convolutional Neural Network

2018-07-19

Hybrid preventive maintenance of competing failures under random environment

2018-07-19

Providing an integrated Model for Planning and Scheduling Energy Hubs and preventive maintenance

2018-07-19

Integrated control policy of production and preventive maintenance for a deteriorating manufacturing system

2018-07-19

Constrained non-linear multi-objective optimisation of preventive maintenance scheduling for offshore wind farms

2018-07-19

Development of a Preventive Maintenance Strategy for an Automatic Production Line Based on Group Maintenance Method

2018-07-19

Artificial intelligence for fault diagnosis of rotating machinery A review

2018-07-19

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

2018-07-19

Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis

2018-07-19

Deep Convolutional Transfer Learning Network A New Method for Intelligent Fault Diagnosis of Machines with Unlabeled Data

2018-07-19

A Novel Fault Diagnosis Method for Rotating Machinery Based on a Convolutional Neural Network

2018-05-19

Long Short-Term Memory Network for Remaining Useful Life Estimation

2017-07-19

Intelligent fault diagnosis of rolling bearing using hierarchical convolutional network based health state classification

2017-07-19

Automatic multi-fault recognition in TFDS based on convolutional neural network

2017-07-19

Railway track circuit fault diagnosis using recurrent neural networks

2017-07-19

A Manufacturing Big Data Solution for Active Preventive Maintenance

2017-07-19

Preventive maintenance (PM) planning a review

2017-07-19

Integrated optimization on train scheduling and preventive maintenance time slots planning

2017-07-19

A cost-based integrated importance measure of system components for preventive maintenance

2017-07-19

RoVi Continuous transport infrastructure monitoring framework for preventive maintenance

2017-07-19

Opportunistic preventive maintenance scheduling for serial-parallel multistage manufacturing systems with multiple streams of deterioration

2017-07-19

Investigating reliability improvement of second-hand production equipment considering warranty and preventive maintenance strategies

2017-07-19

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

2017-07-19

Bayesian Networks in Fault Diagnosis

2017-07-19

Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks

2017-03-23

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning

2016-07-19

Bearing Fault Diagnosis Based on Deep Belief Network and Multisensor Information Fusion

2016-07-19

Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings

2016-07-19

Fault diagnosis for rotating machinery using vibration measurement deep statistical feature learning

2016-07-19

Convolutional Neural Network Based Fault Detection for Rotating Machinery

2016-07-19

Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis

2016-07-19

Rotating machinery diagnostics using deep learning on orbit plot images

2016-07-19

Recurrent fuzzy neural cerebellar model articulation network fault-tolerant control of six-phase permanent magnet synchronous motor position servo drive

2016-07-19

An ensemble of dynamic neural network identifiers for fault detection and isolation of gas turbine engines

2016-07-19

Neural network-based robust actuator fault diagnosis for a non-linear multi-tank system

2016-07-19

ViDX Visual Diagnostics of Assembly Line Performance in Smart Factories

2016-07-19

An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities

2015-08-17

A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems

2015-07-19

Cleaning Method for Big Data of Power Transmission and Transformation Equipment State Based on Time Sequence Analysis

2015-07-19

Bearing fault diagnosis method based on Hilbert envelope spectrum and deep belief network

2015-07-19

Multi-layer neural network with deep belief network for gearbox fault diagnosis

2015-07-19

Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis

2015-07-19

Rolling bearing fault diagnosis using an optimization deep belief network

2015-07-19

The early-warning model of equipment chain in gas pipeline based on DNN-HMM

2015-07-19

Gearbox fault identification and classification with convolutional neural networks

2015-07-19

Methodology of neural modeling in fault detection with the use of chaos engineering

2015-07-19

Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications

2014-07-19

Estimation of failure probability of milk manufacturing unit by fuzzy fault tree analysis

2014-07-19

Copula-based model for wind turbine power curveoutlier rejection

2013-07-19

Failure diagnosis using deep belief learning based health state classification

2013-07-19

An approach to fault diagnosis of reciprocating compressor valves using Teager–Kaiser energy operator and deep belief networks

2013-07-19

Using fuzzy logic for robust event detection in wireless sensor networks

2012-07-19

Application of wavelet transform of acoustic emission and cutting force signals for tool condition monitoring in rough turning of Inconel 625

2011-07-19

A multiple linear regression data predicting method using correlation analysis for wireless sensor networks

2011-07-19

Machine health prognostics using survival probability and support vector machine

2011-07-19

Case-based expert system using wavelet packet transform and kernel-based feature manipulation for engine ignition system diagnosis

2011-07-19

Research on health assessment based on hidden Markov model

2011-07-19

A prognosis method using age-dependent hidden semi-Markov model for equipment health prediction

2011-07-19

A cutter tool monitoring in machining process using Hilbert–Huang transform

2010-07-19

A New Fault Detection Method of Induction Motor

2010-07-19

Detection of broken rotor bars in induction motors using nonlinear Kalman filters

2010-07-19

Identification of out of control quality characteristics in a multivariate manufacturing environment

2010-07-19

Fault diagnosis based on Walsh transform and rough sets

2009-07-19

Application of a Bank of Kalman Filters for Aircraft Engine Fault Diagnostics

2009-07-19

Multi-sensor data fusion in cluster based wireless sensor networks using fuzzy logic method

2008-07-19

Fault detection and diagnosis for railway track circuits using neuro-fuzzy systems

2008-07-19

Data Fusion Algorithms in Cluster-based Wireless Sensor Networks sing Fuzzy Logic Theory

2007-07-19

A segmental hidden semi-Markov model (HSMM)-based diagnostics and prognostics framework and methodology

2007-07-19

Hidden semi-Markov model based methodology for multi-sensor equipment health diagnosis and prognosis

2007-07-19

On-line fan blade damage detection using neural networks

2006-07-19

Hierarchical HMMs for autonomous diagnostics and prognostics

2006-07-19

Intelligent Fault Diagnosis and Prognosis for Engineering Systems

2006-06-21

A prognostic algorithm for machine performance assessment and its application

2004-07-19

HMMs for diagnostics and prognostics in machining processes

2004-07-19

Maintenance Changing Role in Life Cycle Management

2004-07-19

Pipe system diagnosis and leak detection by unsteady-state tests. 1. Harmonic analysis

2003-07-19

Pipe system diagnosis and leak detection by unsteady-state tests. 2. Wavelet analysis

2003-07-19

Robust performance degradation assessment methods for enhanced rolling element bearing prognostics

2003-07-19

Squirrel cage rotor faults detection in induction motor utilizing stator power spectrum approach

2002-07-19

Fault diagnosis of electronic analog circuits using a radial basis function network classifier

2000-07-19

Prognostic modelling of crack growth in a tensioned steel band

1999-07-19

Diagnostic tools for multivariable model-based control systems

1997-07-19

Statistical process monitoring and disturbance diagnosis in multivariable continuous processes

1996-07-19