Standout Papers
Citation Impact
Citing Papers
Lithium-ion Battery Remaining Useful Life Estimation Based on Nonlinear AR Model Combined with Degradation Feature
2012
Machine Prognosis with Full Utilization of Truncated Lifetime Data
2007
Driving forces and barriers of Industry 4.0: Do multinational and small and medium-sized companies have equal opportunities?
2019 Standout
Semantic Framework for Predictive Maintenance in a Cloud Environment
2017
Complementary Research and Education Opportunities—A Comparison of Learning Factory Facilities and Methodologies at TU Wien and MTA SZTAKI
2016
Remaining Useful Life Prediction for Lithium-Ion Batteries Based on Gaussian Processes Mixture
2016
Recycling lithium-ion batteries from electric vehicles
2019 StandoutNature
NEW LOGISTICS AND PRODUCTION TRENDS AS THE EFFECTOF GLOBAL ECONOMY CHANGES
2016
Re-thinking Innovation in Organizations in the Industry 4.0 Scenario: New Challenges in a Primary Prevention Perspective
2018
2017
Smart Manufacturing for Industry 4.0 using Radio Frequency Identification (RFID) Technology
2020
Zero crossing and coupled hidden Markov model for a rolling bearing performance degradation assessment
2013
Application of the Laplace-Wavelet Combined With ANN for Rolling Bearing Fault Diagnosis
2008
A data mining approach to the causal analysis of product faults in multi-stage PCB manufacturing
2014
Industry 4.0 framework for management and operations: a review
2017
Sustainable urban rail systems: Strategies and technologies for optimal management of regenerative braking energy
2013 Standout
Deep learning enhanced digital twin for Closed-Loop In-Process quality improvement
2020
A systematic design approach for service innovation of smart product-service systems
2018
Application of relevance vector machine and logistic regression for machine degradation assessment
2009
Implementing Smart Factory of Industrie 4.0: An Outlook
2016
Smart manufacturing technology, market maturity analysis and technology roadmap in the computer and electronic product manufacturing industry
2018
Product services for a resource-efficient and circular economy – a review
2013 Standout
Classification of cyber-physical production systems applications: Proposition of an analysis framework
2018
Life cycle oriented design of technical Product-Service Systems
2006
A hybrid feature selection scheme and self-organizing map model for machine health assessment
2011
Remaining Useful Life Prediction Based on a General Expression of Stochastic Process Models
2017
On-Line Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the Optimized Gray Model GM(1,1)
2017
Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution – Particle Swarm Optimization
2013
Enhanced sample entropy-based health management of Li-ion battery for electrified vehicles
2013
Text mining of industry 4.0 job advertisements
2019
Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0
2018 Standout
Prognosis of Defect Propagation Based on Recurrent Neural Networks
2011
Health diagnosis and remaining useful life prognostics of lithium-ion batteries using data-driven methods
2012
Wavelet Transform-based Higher-order Statistics for Fault Diagnosis in Rolling Element Bearings
2008
A review of physics-based models in prognostics: Application to gears and bearings of rotating machinery
2016
Smart spare parts management systems in semiconductor manufacturing
2017
Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery
2017
Electrolytes and Interphases in Li-Ion Batteries and Beyond
2014 Standout
Investigating the Effects of Smart Production Systems on Sustainability Elements
2017
Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators
2017 Standout
An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring
2009
Multi-step ahead direct prediction for the machine condition prognosis using regression trees and neuro-fuzzy systems
2009
Detection of rolling bearing defects using discrete wavelet analysis
2007
Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches
2015
Interacting multiple model particle filter for prognostics of lithium-ion batteries
2017
Machine learning based concept drift detection for predictive maintenance
2019
Industrial Product-Service Systems—IPS 2
2010
Robust Digital Twin Compositions for Industry 4.0 Smart Manufacturing Systems
2018
The Readiness of ERP Systems for the Factory of the Future
2015
Industry 4.0: A bibliometric analysis and detailed overview
2018
A lean model for performance assessment of machinery using second generation wavelet packet transform and Fisher criterion
2009
Extracting and mapping industry 4.0 technologies using wikipedia
2018 Standout
Combining Relevance Vector Machines and exponential regression for bearing residual life estimation
2012
Industrial Internet: A Survey on the Enabling Technologies, Applications, and Challenges
2017
Time-Varying Error Prediction and Compensation for Movement Axis of CNC Machine Tool Based on Digital Twin
2021
An equivalent cyclic energy indicator for bearing performance degradation assessment
2014
Combined strength of holons, agents and function blocks in cyber-physical systems
2016
A data-driven two-stage maintenance framework for degradation prediction in semiconductor manufacturing industries
2015
Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods
2018
Sensory-Updated Residual Life Distributions for Components With Exponential Degradation Patterns
2006
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
2015 Standout
A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications
2019
Theoretical investigation of the upper and lower bounds of a generalized dimensionless bearing health indicator
2017
Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models
2011
Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics
2016
Fatigue crack growth estimation by relevance vector machine
2012
Fog computing and convolutional neural network enabled prognosis for machining process optimization
2019
Modeling and quantifying uncertainty in the product design phase for effects of user preference changes
2015
Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants
2020
Robust health evaluation of gearbox subject to tooth failure with wavelet decomposition
2009
Industry 4.0: state of the art and future trends
2018 Standout
A fog computing-based framework for process monitoring and prognosis in cyber-manufacturing
2017
Health Condition Monitoring of Machines Based on Hidden Markov Model and Contribution Analysis
2012
What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability
2018
Industry 4.0 Concept: Background and Overview
2017
A new data analytics framework emphasising preprocessing of data to generate insights into complex manufacturing systems
2019
Adaptive estimation of the electromotive force of the lithium-ion battery after current interruption for an accurate state-of-charge and capacity determination
2013
A PEAK ENERGY CRITERION (P. E.) FOR THE SELECTION OF RESONANCE BANDS IN COMPLEX SHIFTED MORLET WAVELET (CSMW) BASED DEMODULATION OF DEFECTIVE ROLLING ELEMENT BEARINGS VIBRATION RESPONSE
2009
Outer race defect width measurement in taper roller bearing using discrete wavelet transform of vibration signal
2012
Bearing fault prognosis based on health state probability estimation
2011
Health Condition Monitoring and Early Fault Diagnosis of Bearings Using SDF and Intrinsic Characteristic-Scale Decomposition
2016
Internet of things and supply chain management: a literature review
2017 Standout
A review on machinery diagnostics and prognostics implementing condition-based maintenance
2005 Standout
Sensor-driven prognostic models for equipment replacement and spare parts inventory
2008
The industrial management of SMEs in the era of Industry 4.0
2017 Standout
Support vector data description for fusion of multiple health indicators for enhancing gearbox fault diagnosis and prognosis
2010
A Perspective on Knowledge Based and Intelligent Systems Implementation in Industrie 4.0
2015
Bearing performance degradation assessment using locality preserving projections
2010
Rolling element bearing faults diagnosis based on autocorrelation of optimized: wavelet de-noising technique
2008
State Space Formulation of Nonlinear Vibration Responses Collected from a Dynamic Rotor-Bearing System: An Extension of Bearing Diagnostics to Bearing Prognostics
2017
State of health estimation of lithium‐ion batteries: A multiscale G aussian process regression modeling approach
2015
Additive manufacturing of metallic components – Process, structure and properties
2017 Standout
Sustainable manufacturing: trends and research challenges
2011
Semisupervised Distance-Preserving Self-Organizing Map for Machine-Defect Detection and Classification
2013
On condition based maintenance policy
2015
A smart web-based maintenance system for a smart manufacturing environment
2015
CNC machine tool's wear diagnostic and prognostic by using dynamic Bayesian networks
2011
An adaptive method for health trend prediction of rotating bearings
2014
Assessment of Sustainability for Production Control Based on Petri net and Cyber-Physical Cloud System
2017
Remaining Useful Life Prediction of Rolling Bearings Using PSR, JADE, and Extreme Learning Machine
2016
Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
2020
An intelligent condition-based maintenance platform for rotating machinery
2011
Formalisation of a new prognosis model for supporting proactive maintenance implementation on industrial system
2007
Digital twin-based smart production management and control framework for the complex product assembly shop-floor
2018
Lithium-ion battery remaining useful life estimation with an optimized Relevance Vector Machine algorithm with incremental learning
2014
Bearing performance degradation assessment based on lifting wavelet packet decomposition and fuzzy c-means
2009
MES-integrated digital twin frameworks
2020
Remaining useful life estimation based on nonlinear feature reduction and support vector regression
2013
A study of 40 Ah lithium ion batteries at zero percent state of charge as a function of temperature
2014
Bearing remaining useful life estimation based on time–frequency representation and supervised dimensionality reduction
2016
Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier
2013
Uncertainty Quantification in Gear Remaining Useful Life Prediction Through an Integrated Prognostics Method
2013
The gap between predicted and measured energy performance of buildings: A framework for investigation
2014 Standout
Condition assessment for the performance degradation of bearing based on a combinatorial feature extraction method
2014
Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case
2020
A big data-driven framework for sustainable and smart additive manufacturing
2020
A Monotonic Degradation Assessment Index of Rolling Bearings Using Fuzzy Support Vector Data Description and Running Time
2012
A prognostics approach based on the evolution of damage precursors using dynamic Bayesian networks
2016
An intelligent approach to machine component health prognostics by utilizing only truncated histories
2013
A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests
2017
A naive Bayes model for robust remaining useful life prediction of lithium-ion battery
2014
IoT powered servitization of manufacturing – an exploratory case study
2017
The MTA SZTAKI Smart Factory: Platform for Research and Project-oriented Skill Development in Higher Education
2016
Machine condition prognosis based on regression trees and one-step-ahead prediction
2007
Simultaneous signal separation and prognostics of multi-component systems: the case of identical components
2014
Big data in manufacturing: a systematic mapping study
2015
A recurrent neural network based health indicator for remaining useful life prediction of bearings
2017 Standout
Adaptive hidden Markov model-based online learning framework for bearing faulty detection and performance degradation monitoring
2016
Industry 4.0 technologies: Implementation patterns in manufacturing companies
2019 Standout
Spectral entropy: A complementary index for rolling element bearing performance degradation assessment
2008
Building a smart maintenance architecture using smart devices: A web 2.0 based approach
2016
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
2018 Standout
Operationalising IoT for reverse supply: the development of use-visibility measures
2016
Neuro-fuzzy Based Condition Prediction of Bearing Health
2009
Development in the application of ICT in condition monitoring and maintenance
2008
Investigations on scalable fabrication procedures for self-sensing carbon nanotube cement-matrix composites for SHM applications
2015 Standout
Condition-Based Maintenance Decision-Making for Multiple Machine Systems
2009
A hybrid model for bearing performance degradation assessment based on support vector data description and fuzzy c-means
2009
Remaining useful life estimation – A review on the statistical data driven approaches
2010 Standout
A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations
2017 Standout
An intelligent approach for data pre-processing and analysis in predictive maintenance with an industrial case study
2014
Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles
2014
Current status of machine prognostics in condition-based maintenance: a review
2010
Battery remaining useful life prediction at different discharge rates
2017
Real‐time Reliability Self‐assessment in Milling Tools Operation
2015
Multiwavelet denoising with improved neighboring coefficients for application on rolling bearing fault diagnosis
2010
Review of Hybrid Prognostics Approaches for Remaining Useful Life Prediction of Engineered Systems, and an Application to Battery Life Prediction
2014
Bearing life prognosis based on monotonic feature selection and similarity modeling
2015
Prognostics of slurry pumps based on a moving-average wear degradation index and a general sequential Monte Carlo method
2014
Rotating machinery prognostics: State of the art, challenges and opportunities
2008 Standout
A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models
2012
An improved autoregressive model by particle swarm optimization for prognostics of lithium-ion batteries
2013
A Cloud-based Architecture for the Internet of Things targeting Industrial Devices Remote Monitoring and Control
2016
Past, present and future of Industry 4.0 - a systematic literature review and research agenda proposal
2017 Standout
IDARTS – Towards intelligent data analysis and real-time supervision for industry 4.0
2018
Rolling Element Bearing Fault Diagnosis Using Laplace-Wavelet Envelope Power Spectrum
2007
The Role and Impact of Industry 4.0 and the Internet of Things on the Business Strategy of the Value Chain—The Case of Hungary
2018 Standout
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
2020
The influence of the Industrial Internet of Things on business models of established manufacturing companies – A business level perspective
2017
Direct Remaining Useful Life Estimation Based on Support Vector Regression
2016
Big data analytics with applications
2014
A novel adaptive wavelet stripping algorithm for extracting the transients caused by bearing localized faults
2013
A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence
2020
Degradation-based maintenance decision using stochastic filtering for systems under imperfect maintenance
2015
Model-Based Prognostic Techniques Applied to a Suspension System
2008
A comprehensive overview of cyber-physical systems: from perspective of feedback system
2016
Remaining useful life estimation in prognostics using deep convolution neural networks
2017 Standout
Web-based digital twin modeling and remote control of cyber-physical production systems
2020
Steels for bearings
2011 Standout
A generic probabilistic framework for structural health prognostics and uncertainty management
2011
Predictive maintenance in the Industry 4.0: A systematic literature review
2020 Standout
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
A critical review on self-adaptive Li-ion battery ageing models
2018
Industry 4.0: A survey on technologies, applications and open research issues
2017 Standout
Industry 4.0 – A Glimpse
2018
Agent and Cyber-Physical System Based Self-Organizing and Self-Adaptive Intelligent Shopfloor
2016
Using open-source microcontrollers to enable digital twin communication for smart manufacturing
2019
Remaining useful life prediction of aircraft engine based on degradation pattern learning
2017
Data fusion/data mining-based architecture for condition-based maintenance
2006
Az ipar 4.0 fogalma és kritikus kérdései – vállalati interjúk alapján
2019
A Survey on AI-Driven Digital Twins in Industry 4.0: Smart Manufacturing and Advanced Robotics
2021
Validation and benchmark methods for battery management system functionalities: State of charge estimation algorithms
2016
Cyber-physical systems in manufacturing
2016 Standout
A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation
2015
A hybrid time-frequency method based on improved Morlet wavelet and auto terms window
2010
A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations
2018
A review on condition-based maintenance optimization models for stochastically deteriorating system
2016 Standout
Intelligent condition monitoring and prognostics system based on data-fusion strategy
2010
Industry 4.0: A Korea perspective
2017 Standout
SUSTAINABLE INDUSTRIAL VALUE CREATION: BENEFITS AND CHALLENGES OF INDUSTRY 4.0
2017
Machine performance degradation assessment and remaining useful life prediction using proportional hazard model and support vector machine
2012
A Methodology for Digital Twin Modeling and Deployment for Industry 4.0
2020
A smoothness index-guided approach to wavelet parameter selection in signal de-noising and fault detection
2007
Digital Twin as a Service (DTaaS) in Industry 4.0: An Architecture Reference Model
2020
Advanced Maintenance Services for Promoting Sustainability
2014
A digital-twin visualized architecture for Flexible Manufacturing System
2021
A general perspective of Big Data: applications, tools, challenges and trends
2015
A framework for RFID applications in product lifecycle management
2008
Performance Degradation Assessment for Bearing Based on Ensemble Empirical Mode Decomposition and Gaussian Mixture Model
2014
A survey on security control and attack detection for industrial cyber-physical systems
2017 Standout
Bearing performance degradation assessment based on the rough support vector data description
2012
Modeling of Cloud-Based Digital Twins for Smart Manufacturing with MT Connect
2018
Spectral kurtosis for fault detection, diagnosis and prognostics of rotating machines: A review with applications
2015
Technology Transfer and Human Capital in the Industrial 4.0 Scenario: A Theoretical Study
2019
Smart factory performance and Industry 4.0
2019
Review of the Remaining Useful Life Prognostics of Vehicle Lithium-Ion Batteries Using Data-Driven Methodologies
2016
Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals
2014
An ensemble model for predicting the remaining useful performance of lithium-ion batteries
2013 Standout
Study on cyclic energy indicator for degradation assessment of rolling element bearings
2010
Criterion fusion for spectral segmentation and its application to optimal demodulation of bearing vibration signals
2015
Visual Computing as a Key Enabling Technology for Industrie 4.0 and Industrial Internet
2015
A scientific workflow management system architecture and its scheduling based on cloud service platform for manufacturing big data analytics
2015
When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors
2018 Standout
A big data MapReduce framework for fault diagnosis in cloud-based manufacturing
2016
Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey
2019
Industrial information integration—A literature review 2006–2015
2016
Operating load based real-time rolling grey forecasting for machine health prognosis in dynamic maintenance schedule
2013
Applications of artificial intelligence in intelligent manufacturing: a review
2017
Developing a Digital Twin at Building and City Levels: Case Study of West Cambridge Campus
2020
A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis—Part I: Components and Subsystems
2015 Standout
Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison
2019
Industrial IoT in 5G environment towards smart manufacturing
2018
Fault features extraction for bearing prognostics
2009
Remaining Useful Life Prediction of Rolling Bearings Using an Enhanced Particle Filter
2015
Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression
2013
Long Short-Term Memory Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-Ion Batteries
2018 Standout
Industry 4.0 and Cloud Manufacturing: A Comparative Analysis
2016
Two-Zone Proportional Hazard Model for Equipment Remaining Useful Life Prediction
2010
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands
2019
Battery Health Prognosis for Electric Vehicles Using Sample Entropy and Sparse Bayesian Predictive Modeling
2015
Machine learning in manufacturing: advantages, challenges, and applications
2016
Component-level fault diagnostics of a bevel gear using a wavelet packet transform
2011
Deep Belief Network based state classification for structural health diagnosis
2012
Long Range Dependence Prognostics for Bearing Vibration Intensity Chaotic Time Series
2016
A data mining approach for fault diagnosis: An application of anomaly detection algorithm
2014
A novel approach for bearing remaining useful life estimation under neither failure nor suspension histories condition
2015
Cloud-enabled prognosis for manufacturing
2015
Degradation process prediction for rotational machinery based on hybrid intelligent model
2011
Fault diagnosis and health assessment for bearings using the Mahalanobis–Taguchi system based on EMD-SVD
2013
Combined Probability Approach and Indirect Data-Driven Method for Bearing Degradation Prognostics
2011
Health monitoring of cooling fan bearings based on wavelet filter
2015
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the Wiener Process with Measurement Error
2014
Clustering condition-based maintenance for systems with redundancy and economic dependencies
2015
Business Intelligence in Industry 4.0: State of the art and research opportunities
2018
Prognostics of Lithium-Ion Batteries Based on Battery Performance Analysis and Flexible Support Vector Regression
2014
Battery Lifetime Prognostics
2020 Standout
An overview of time-based and condition-based maintenance in industrial application
2012 Standout
A nonlinear probabilistic method and contribution analysis for machine condition monitoring
2013
Smart servitization within the context of industrial user–supplier relationships: contingencies according to a machine tool manufacturer
2016
A review of the meanings and the implications of the Industry 4.0 concept
2017
Remaining useful life estimation based on stochastic deterioration models: A comparative study
2012
Opportunistic predictive maintenance for complex multi-component systems based on DBN-HAZOP model
2012
A joint resonance frequency estimation and in-band noise reduction method for enhancing the detectability of bearing fault signals
2007
The evolution and future of manufacturing: A review
2016
Particle Learning Framework for Estimating the Remaining Useful Life of Lithium-Ion Batteries
2016
Prognostics of Lithium-Ion Batteries Based on the Verhulst Model, Particle Swarm Optimization and Particle Filter
2013
A comprehensive review on estimation strategies used in hybrid and battery electric vehicles
2014
A multi-time scale approach to remaining useful life prediction in rolling bearing
2016
Industry 4.0 with cyber-physical integration: A design and manufacture perspective
2015
Battery Management Systems in Electric and Hybrid Vehicles
2011
An enhanced feature extraction model using lifting-based wavelet packet transform scheme and sampling-importance-resampling analysis
2009
Performance Degradation Assessment of Rolling Element Bearings Based on an Index Combining SVD and Information Exergy
2014
Technology transfer in the supply chain oriented to industry 4.0: a literature review
2018
Remaining Useful Life Prediction of Lithium-ion Battery Based on Discrete Wavelet Transform
2017
Bearing fault detection based on optimal wavelet filter and sparse code shrinkage
2009
Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network
2014
A Neural Network Degradation Model for Computing and Updating Residual Life Distributions
2008
A cost effective degradation-based maintenance strategy under imperfect repair
2015
A digital twin-based big data virtual and real fusion learning reference framework supported by industrial internet towards smart manufacturing
2020
Locally Linear Embedding on Grassmann Manifold for Performance Degradation Assessment of Bearings
2017
Continuous maintenance and the future – Foundations and technological challenges
2016
Performance prediction methodology based on pattern recognition
2011
Robust incipient fault identification of aircraft engine rotor based on wavelet and fraction
2010
Prognosis of Bearing Failures Using Hidden Markov Models and the Adaptive Neuro-Fuzzy Inference System
2013
Health assessment and life prediction of cutting tools based on support vector regression
2013
Closed-loop design evolution of engineering system using condition monitoring through internet of things and cloud computing
2016
Cloud-Based Parallel Machine Learning for Tool Wear Prediction
2017
Prediction of Motor Failure Time Using An Artificial Neural Network
2019
Big data in operations and supply chain management: current trends and future perspectives
2017
A Model-Based Method for Remaining Useful Life Prediction of Machinery
2016
Deep learning and its applications to machine health monitoring
2018 Standout
Condition Monitoring in Engineering Asset Management
2007
Electrochemical and Thermal Investigations and Al Current Collector Dissolution Studies of Three Di-Lithium Salts in Comparison to LiPF6Containing Electrolytes
2013
Artificial Fish Swarm Algorithm‐Based Particle Filter for Li‐Ion Battery Life Prediction
2014
A Categorical Framework of Manufacturing for Industry 4.0 and Beyond
2016
Machine Tool 4.0 for the new era of manufacturing
2017
An ontology-based model for prognostics and health management of machines
2017
Remaining useful life prediction of lithium-ion battery with unscented particle filter technique
2012
An adaptive ARX model to estimate the RUL of aluminum plates based on its crack growth
2016
Machinery fault diagnosis using joint global and local/nonlocal discriminant analysis with selective ensemble learning
2016
A Framework for Smart Production-Logistics Systems Based on CPS and Industrial IoT
2018
Applications of 2D MXenes in energy conversion and storage systems
2018 Standout
Assessing sustainability benefits of cybermanufacturing systems
2016
Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction
2014
The Impact of Cyber-physical Systems on Industrial Services in Manufacturing
2015
Condition-Based Maintenance With Scheduling Threshold and Maintenance Threshold
2015
Health Assessment of Cooling Fan Bearings Using Wavelet-Based Filtering
2012
A data mining approach for machine fault diagnosis based on associated frequency patterns
2016
Data-driven prognostic techniques for estimation of the remaining useful life of lithium-ion batteries
2016
The future of manufacturing industry: a strategic roadmap toward Industry 4.0
2018
The Circular Economy – A new sustainability paradigm?
2016 Standout
Novel method for bearing performance degradation assessment – A kernel locality preserving projection-based approach
2013
SDMSim: A manufacturing service supply–demand matching simulator under cloud environment
2016
A hybrid predictive maintenance approach for CNC machine tool driven by Digital Twin
2020
Prognostics of lithium-ion batteries based on Dempster–Shafer theory and the Bayesian Monte Carlo method
2011
Machine health prognostics using survival probability and support vector machine
2011
Maintenance in digitalised manufacturing: Delphi-based scenarios for 2030
2017
Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects
2022 Standout
Agent-Based Systems for Manufacturing
2006
A novel health indicator for on-line lithium-ion batteries remaining useful life prediction
2016
Machine health prognostics using the Bayesian-inference-based probabilistic indication and high-order particle filtering framework
2015
Optimal maintenance strategy of deteriorating system under imperfect maintenance and inspection using mixed inspectionscheduling
2012
Dynamic wavelet-based tool for gearbox diagnosis
2011
Prognostics of lithium-ion batteries based on relevance vectors and a conditional three-parameter capacity degradation model
2013
Visual computing technologies to support the Operator 4.0
2018
Machine and component residual life estimation through the application of neural networks
2008
A Digital Twin Based Industrial Automation and Control System Security Architecture
2019
Towards an open-standards based framework for achieving condition-based predictive maintenance
2018
Smart, connected open architecture product: an IT-driven co-creation paradigm with lifecycle personalization concerns
2018
Rolling element bearing faults diagnosis based on optimal Morlet wavelet filter and autocorrelation enhancement
2009
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter
2016
PriMa-X: A reference model for realizing prescriptive maintenance and assessing its maturity enhanced by machine learning
2018
Material-structure-performance integrated laser-metal additive manufacturing
2021 StandoutScience
Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm
2013
A digital twin for rapid qualification of 3D printed metallic components
2018
An Industry 4.0-Enabled Low Cost Predictive Maintenance Approach for SMEs
2018
Industrial Big Data in an Industry 4.0 Environment: Challenges, Schemes, and Applications for Predictive Maintenance
2017
Deep Learning Based Approach for Bearing Fault Diagnosis
2017
Prognostics and Health Management for Maintenance Practitioners - Review, Implementation and Tools Evaluation
2020
Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities
2019 Standout
Discovering Prognostic Features Using Genetic Programming in Remaining Useful Life Prediction
2013
Updated proportional hazards model for equipment residual life prediction
2011
Smart Product Design and Production Control for Effective Mass Customization in the Industry 4.0 Concept
2016
Mechanical faulty signal denoising using a redundant non-linear second-generation wavelet transform
2011
Bearing degradation process prediction based on the PCA and optimized LS-SVM model
2013
Heteroatom-doped graphene materials: syntheses, properties and applications
2014 Standout
Digital Twin of an Automotive Brake Pad for Predictive Maintenance
2019
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback
2018
IoT-Based Prognostics and Systems Health Management for Industrial Applications
2016
A generic tri-model-based approach for product-level digital twin development in a smart manufacturing environment
2020
Regression Models Using Fully Discharged Voltage and Internal Resistance for State of Health Estimation of Lithium-Ion Batteries
2015
Bearing Degradation Evaluation Using Recurrence Quantification Analysis and Kalman Filter
2014
Toward 6G Networks: Use Cases and Technologies
2020 Standout
Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework
2020
Residual life of technical systems; diagnosis, prediction and life extension
1996
Dynamic evaluation of wind turbine health condition based on Gaussian mixture model and evidential reasoning
2013
Incentive issues in performance-based outsourcing contracts in the UK defence industry: a simulation study
2012
An Enhanced Mutated Particle Filter Technique for System State Estimation and Battery Life Prediction
2018
Remaining useful lifetime prediction based on the damage-marker bivariate degradation model: A case study on lithium-ion batteries used in electric vehicles
2016
Designing predictive maintenance systems using decision tree-based machine learning techniques
2020
Intelligent Prognostics for Battery Health Monitoring Using the Mean Entropy and Relevance Vector Machine
2014
Rotating speed isolation and its application to rolling element bearing fault diagnosis under large speed variation conditions
2015
Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review
2019
Data-driven smart manufacturing
2018 Standout
Production in Networks
2002
A dynamic predictive maintenance policy for complex multi-component systems
2013
Failure time prediction for mechanical device based on the degradation sequence
2013
Lithium-ion battery remaining useful life prediction based on grey support vector machines
2015
Performance of neural networks in materials science
2009
Wavelets for fault diagnosis of rotary machines: A review with applications
2013 Standout
Managing a Big Data project: The case of Ramco Cements Limited
2015
Degradation trend estimation of slewing bearing based on LSSVM model
2016
Initiating predictive maintenance for a conveyor motor in a bottling plant using industry 4.0 concepts
2018
Smart operators in industry 4.0: A human-centered approach to enhance operators’ capabilities and competencies within the new smart factory context
2017
Remaining useful life prediction of lithium-ion battery using an improved UPF method based on MCMC
2017
PDF and Breakdown Time Prediction for Unobservable Wear Using Enhanced Particle Filters in Precognitive Maintenance
2014
Big Data and virtualization for manufacturing cyber-physical systems: A survey of the current status and future outlook
2016
A review of novelty detection
2014 Standout
Integrated Condition Monitoring and Prognosis Method for Incipient Defect Detection and Remaining Life Prediction of Low Speed Slew Bearings
2017
Mechanistic models for additive manufacturing of metallic components
2020
Review—Dynamic Models of Li-Ion Batteries for Diagnosis and Operation: A Review and Perspective
2018
A Review on Fault Mechanism and Diagnosis Approach for Li‐Ion Batteries
2015
Battery state of the charge estimation using Kalman filtering
2013
Application of a state space modeling technique to system prognostics based on a health index for condition-based maintenance
2011
Big Data Analysis in Smart Manufacturing: A Review
2017
Development of an optimized condition-based maintenance system by data fusion and reliability-centered maintenance
2010
Ensemble neural network-based particle filtering for prognostics
2013
A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems
2015 Standout
Statistically Planned and Individually Improved Predictive Maintenance Management for Continuously Monitored Degrading Systems
2010
Intelligent Manufacturing in the Context of Industry 4.0: A Review
2017 Standout
Prognostics: a literature review
2016
Robust bearing performance degradation assessment method based on improved wavelet packet–support vector data description
2008
Application of relevance vector machine and survival probability to machine degradation assessment
2010
Influences of the Industry 4.0 Revolution on the Human Capital Development and Consumer Behavior: A Systematic Review
2020 Standout
Wavelet analysis of sensor signals for tool condition monitoring: A review and some new results
2009
An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities
2015
Estimation and forecasting of machine health condition using ARMA/GARCH model
2009
Condition-based maintenance effectiveness for series–parallel power generation system—A combined Markovian simulation model
2015
Towards a framework for energy-aware information systems in manufacturing
2014
Smart manufacturing: Past research, present findings, and future directions
2016
Strategies for designing and developing services for manufacturing firms
2010
Satellite Lithium-Ion Battery Remaining Cycle Life Prediction with Novel Indirect Health Indicator Extraction
2013
Degradation Feature Selection for Remaining Useful Life Prediction of Rolling Element Bearings
2015
CPS-Based Smart Control Model for Shopfloor Material Handling
2017
Works of Jay Lee being referenced
2003
Analysis of machine degradation using a neural network based pattern discrimination model
1993
Similarity based method for manufacturing process performance prediction and diagnosis
2007
Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment
2014
Maintenance: Changing Role in Life Cycle Management
2004
Wind turbine performance assessment using multi-regime modeling approach
2012
Smart Factory Systems
2015
Multi-step wind speed prediction based on turbulence intensity and hybrid deep neural networks
2019
Remote machine maintenance system through Internet and mobile communication
2006
Bayesian Belief Network-based approach for diagnostics and prognostics of semiconductor manufacturing systems
2011
A novel method for machine performance degradation assessment based on fixed cycle features test
2009
Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications
2013 Standout
Present Status and Future Growth of Advanced Maintenance Technology and Strategy in US Manufacturing
2020
Methodology and Framework for Predicting Helicopter Rolling Element Bearing Failure
2012
Field-synchronized Digital Twin framework for production scheduling with uncertainty
2020
Discriminant diffusion maps analysis: A robust manifold learner for dimensionality reduction and its applications in machine condition monitoring and fault diagnosis
2012
Design of a reconfigurable prognostics platform for machine tools
2009
Novel method for rolling element bearing health assessment—A tachometer-less synchronously averaged envelope feature extraction technique
2012
Smart products and service systems for e-business transformation
2003
Smart Agents in Industrial Cyber–Physical Systems
2016
Measurement of machine performance degradation using a neural network model
1996
A comparative study on vibration‐based condition monitoring algorithms for wind turbine drive trains
2013
The framework, impact and commercial prospects of a new predictive maintenance system: intelligent maintenance system
2005
A review on prognostics and health monitoring of Li-ion battery
2011
Condition-based maintenance for intelligent monitored series system with independent machine failure modes
2013
Engineering Asset Management 2011
2013
Cyber-physical Systems Architecture for Self-Aware Machines in Industry 4.0 Environment
2015
Multisensor process performance assessment through use of autoregressive modeling and feature maps
2003
Predictive Manufacturing System - Trends of Next-Generation Production Systems
2013
A unified digital twin framework for shop floor design in industry 4.0 manufacturing systems
2021
Machine performance monitoring and proactive maintenance in computer-integrated manufacturing: review and perspective
1995
Optimal CBPM policy considering maintenance effects and environmental condition
2011
E-manufacturing—fundamental, tools, and transformation
2003
A Comparative Analysis of Techniques for Electric Vehicle Battery Prognostics and Health Management (PHM)
2011
Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility
2014
Enhanced diagnostic certainty using information entropy theory
2003
Intelligent prognostics tools and e-maintenance
2006 Standout
Agents enabling cyber-physical production systems
2015
Self-maintenance and engineering immune systems: Towards smarter machines and manufacturing systems
2011
INFOTRONIC TECHNOLOGIES FOR E-MAINTENANCE REGARDING THE COST ASPECTS
2005
Designing an Artificial Immune Systems for Intelligent Maintenance Systems
2015
Recent advances and trends in predictive manufacturing systems in big data environment
2013
Reliability-centered predictive maintenance scheduling for a continuously monitored system subject to degradation
2006
Watchdog Agent—an infotronics-based prognostics approach for product performance degradation assessment and prediction
2003
Dynamic maintenance decision-making for series–parallel manufacturing system based on MAM–MTW methodology
2012
A Systematic Approach to Intelligent Maintenance of Production Systems with a Framework for Embedded Implementation
2013
Innovative Product Advanced Service Systems (I-PASS): methodology, tools, and applications for dominant service design
2010
A Cyber Physical Interface for Automation Systems—Methodology and Examples
2015
Teleservice engineering in manufacturing: challenges and opportunities
1998
Maintenance Priority Assignment Utilizing On-line Production Information
2006
Feature signature prediction of a boring process using neural network modeling with confidence bounds
2005
An online adaptive condition-based maintenance method for mechanical systems
2010
A prognostic algorithm for machine performance assessment and its application
2004
Introduction to cyber manufacturing
2016
Robust performance degradation assessment methods for enhanced rolling element bearing prognostics
2003
Overview and perspectives on Japanese manufacturing strategies and production practices in machinery industry
1997
A modified support vector data description based novelty detection approach for machinery components
2012
A Minimal-Sensing Framework for Monitoring Multistage Manufacturing Processes Using Product Quality Measurements
2018
A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems
2014 Standout
Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods
2006
Cyber physical systems for predictive production systems
2017
Industrial Big Data Analytics and Cyber-physical Systems for Future Maintenance & Service Innovation
2015
A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms
2019
Degradation Assessment and Fault Modes Classification Using Logistic Regression
2004
Opportunistic preventive maintenance scheduling for a multi-unit series system based on dynamic programming
2008
Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics
2005
Infotronics Technologies and Predictive Tools for Next-Generation Maintenance Systems
2004