A predictive maintenance system for multi-granularity faults based on AdaBelief-BP neural network and fuzzy decision making

Achieving Predictive and Proactive Maintenance for High-Speed Railway Power Equipment With LSTM-RNN

(2020) Qi Wang et al.   IEEE Transactions on Industrial Informatics

A hybrid predictive maintenance approach for CNC machine tool driven by Digital Twin

(2020) Weichao Luo et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Wearable sensor-based fuzzy decision-making model for improving the prediction of human activities in rehabilitation

(2020) Amr Tolba et al.   MEASUREMENT

A robust optimization for damage detection using multiobjective genetic algorithm, neural network and fuzzy decision making

(2019) Patricia da Silva Lopes Alexandrino et al.   INVERSE PROBLEMS IN SCIENCE AND ENGINEERING

Aircraft Air Conditioning System health state estimation and prediction for predictive maintenance

(2019) Jianzhong Sun et al.   Chinese Journal of Aeronautics

An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis

(2019) Wenyi Huang et al.   NEUROCOMPUTING

A new dynamic predictive maintenance framework using deep learning for failure prognostics

(2019) Khanh T.P. Nguyen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine

(2019) Zhuyun Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An Improved Fault Diagnosis Method of Rotating Machinery Using Sensitive Features and RLS-BP Neural Network

(2019) Qidong Lu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Predictive Maintenance Optimization for Aircraft Redundant Systems Subjected to Multiple Wear Profiles

(2018) Wlamir Olivares Loesch Vianna et al.   IEEE Systems Journal

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

(2018) Rui Zhao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Long short-term memory for machine remaining life prediction

(2018) Jianjing Zhang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Anomaly detection and predictive maintenance for photovoltaic systems

(2018) Massimiliano De Benedetti et al.   NEUROCOMPUTING

Remaining useful life estimation in prognostics using deep convolution neural networks

(2018) Xiang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A safety vulnerability assessment for chemical enterprises: A hybrid of a data envelopment analysis and fuzzy decision-making

(2018) Rui Zhao et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Aircraft engine degradation prognostics based on logistic regression and novel OS-ELM algorithm

(2018) Feng Lu et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Multiobjective Fuzzy-Decision-Making Predictive Torque Control for an Induction Motor Drive

(2017) Christian A. Rojas et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Design and application of Internet of things-based warehouse management system for smart logistics

(2017) C.K.M. Lee et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Fuzzy decision making: A bibliometric-based review

(2017) Fabio Blanco-Mesa et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Online state of health estimation on NMC cells based on predictive analytics

(2016) Maitane Berecibar et al.   JOURNAL OF POWER SOURCES