Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

Multisensory fusion based virtual tool wear sensing for ubiquitous manufacturing

(2017) Jinjiang Wang et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Topic-Aware Deep Compositional Models for Sentence Classification

(2017) Rui Zhao et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Wind turbine condition monitoring and fault diagnosis in China

(2016) Xuefeng Chen et al.   IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE

Health Index-Based Prognostics for Remaining Useful Life Predictions in Electrical Machines

(2016) Feng Yang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A sparse auto-encoder-based deep neural network approach for induction motor faults classification

(2016) Wenjun Sun et al.   MEASUREMENT

Tool Condition Monitoring and Remaining Useful Life Prognostic Based on a Wireless Sensor in Dry Milling Operations

(2016) Cunji Zhang et al.   SENSORS

Sensor Data Fusion with Z-Numbers and Its Application in Fault Diagnosis

(2016) Wen Jiang et al.   SENSORS

Local Tiled Deep Networks for Recognition of Vehicle Make and Model

(2016) Yongbin Gao et al.   SENSORS

Data-Based Techniques Focused on Modern Industry: An Overview

(2015) Shen Yin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Remaining Useful Life Prediction of Rolling Bearings Using an Enhanced Particle Filter

(2015) Yuning Qian et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Tool-wear prediction and pattern-recognition using artificial neural network and DNA-based computing

(2015) Doriana M. D’Addona et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A Hybrid PCA-CART-MARS-Based Prognostic Approach of the Remaining Useful Life for Aircraft Engines

(2015) Fernando Lasheras et al.   SENSORS

Validation of Inter-Subject Training for Hidden Markov Models Applied to Gait Phase Detection in Children with Cerebral Palsy

(2015) Juri Taborri et al.   SENSORS

Multi-Stage Feature Selection by Using Genetic Algorithms for Fault Diagnosis in Gearboxes Based on Vibration Signal

(2015) Mariela Cerrada et al.   SENSORS

Sign Language Recognition with the Kinect Sensor Based on Conditional Random Fields

(2014) Hee-Deok Yang   SENSORS

Model-Based Prognosis for Hybrid Systems With Mode-Dependent Degradation Behaviors

(2013) Ming Yu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Dual-scale cascaded adaptive stochastic resonance for rotary machine health monitoring

(2013) Rui Zhao et al.   JOURNAL OF MANUFACTURING SYSTEMS

Wavelets for fault diagnosis of rotary machines: A review with applications

(2013) Ruqiang Yan et al.   SIGNAL PROCESSING

Integration of EEMD and ICA for wind turbine gearbox diagnosis

(2013) Jinjiang Wang et al.   WIND ENERGY

Algorithm learning based neural network integrating feature selection and classification

(2012) Hyunsoo Yoon et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Intelligent Diagnosis Method for Rotating Machinery Using Least Squares Mapping and a Fuzzy Neural Network

(2012) Ke Li et al.   SENSORS

Prognosis of Defect Propagation Based on Recurrent Neural Networks

(2011) Arnaz Malhi et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Mobile Location with NLOS Identification and Mitigation Based on Modified Kalman Filtering

(2011) Wei Ke et al.   SENSORS

A Novel Connectionist System for Unconstrained Handwriting Recognition

(2009) A. Graves et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Multi-Fault Diagnosis Method for Sensor Systems Based on Principle Component Analysis

(2009) Daqi Zhu et al.   SENSORS