Robert X. Gao

Robotics Comput. Integr. Manuf., February, 2024

Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Vision-language model-driven scene understanding and robotic object manipulation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Digitalization and servitization of machine tools in the era of Industry 4.0.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., October, 2023

Digital twin-driven virtual commissioning of machine tool.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., June, 2023

2022

WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Automated Model Generation for Machinery Fault Diagnosis Based on Reinforcement Learning and Neural Architecture Search.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Virtual Sensing for Online Fault Diagnosis of Heat Exchangers.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Texture-Aware Ridgelet Transform and Machine Learning for Surface Roughness Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

2021

Lévy Process-Based Stochastic Modeling for Machine Performance Degradation Prognosis.

[BibT_eX]

[DOI]

Wojbor A. Woyczynski

IEEE Trans. Ind. Electron., 2021

Hybrid machine learning for human action recognition and prediction in assembly.

[BibT_eX]

[DOI]

Jianjing Zhang

Robotics Comput. Integr. Manuf., 2021

Roadmap on Signal Processing for Next Generation Measurement Systems.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Generalized Vold-Kalman Filtering for Nonstationary Compound Faults Feature Extraction of Bearing and Gear.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

Probabilistic Transfer Factor Analysis for Machinery Autonomous Diagnosis Cross Various Operating Conditions.

[BibT_eX]

[DOI]

Jinjiang Wang

Rui Zhao

IEEE Trans. Instrum. Meas., 2020

A New Intelligent Bearing Fault Diagnosis Method Using SDP Representation and SE-CNN.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

Composite-Graph-Based Sparse Subspace Clustering for Machine Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

DCNN-Based Multi-Signal Induction Motor Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

Ensemble sparse supervised model for bearing fault diagnosis in smart manufacturing.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2020

A Two-Order Transfer Model for Gearbox Fault Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

2019

A joint particle filter and expectation maximization approach to machine condition prognosis.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2019

Multi-Sensor Activity Monitoring: Combination of Models with Class-Specific Voting.

[BibT_eX]

[DOI]

Inf., 2019

Digital Twin for rotating machinery fault diagnosis in smart manufacturing.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2019

Sustainable cybernetic manufacturing.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2019

Deep learning-based tensile strength prediction in fused deposition modeling.

[BibT_eX]

[DOI]

Jianjing Zhang

Comput. Ind., 2019

Deep heterogeneous GRU model for predictive analytics in smart manufacturing: Application to tool wear prediction.

[BibT_eX]

[DOI]

Comput. Ind., 2019

2018

Lévy Process-Based Stochastic Modeling for Machine Performance Degradation Prognosis.

[BibT_eX]

[DOI]

Proceedings of the IECON 2018, 2018

2017

Automated Performance Tracking for Heat Exchangers in HVAC.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2017

A new paradigm of cloud-based predictive maintenance for intelligent manufacturing.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2017

A Focal Any-Angle Path-finding Algorithm Based on A* on Visibility Graphs.

[BibT_eX]

[DOI]

CoRR, 2017

Solving Configuration Optimization Problem with Multiple Hard Constraints: An Enhanced Multi-Objective Simulated Annealing Approach.

[BibT_eX]

[DOI]

CoRR, 2017

2016

A Novel Hybrid Error Criterion-Based Active Control Method for on-Line Milling Vibration Suppression with Piezoelectric Actuators and Sensors.

[BibT_eX]

[DOI]

Sensors, 2016

Deep Learning and Its Applications to Machine Health Monitoring: A Survey.

[BibT_eX]

[DOI]

CoRR, 2016

Induction motor fault diagnosis based on ensemble classifiers.

[BibT_eX]

[DOI]

Xueliang Yang

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

A correlation-based approach to trustworthy sensing for cyber-physical systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

Multi-sensor data fusion for improved measurement accuracy in injection molding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

A sparse approach to fault severity classification for gearbox monitoring.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

Induction motor fault diagnosis using multiple class feature selection.

[BibT_eX]

[DOI]

Xueliang Yang

Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Bond graph for design improvement of a multivariate sensor.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Switching local search particle filtering for heat exchanger degradation prognosis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014

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

[BibT_eX]

[DOI]

Xuefeng Chen

Signal Process., 2014

Optimal battery control strategy for wireless sensor networks with solar energy supply.

[BibT_eX]

[DOI]

Yunjie Yang

Proceedings of the American Control Conference, 2014

Occupancy estimation for smart buildings by an auto-regressive hidden Markov model.

[BibT_eX]

[DOI]

Bing Ai

Proceedings of the American Control Conference, 2014

2013

Acoustic Wave-Based Data Transmission for Multivariate Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2013

Energy-efficient and data synchronized body sensor network for physical activity measurement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

Acoustic-based wireless data transmission for process monitoring.

[BibT_eX]

[DOI]

David O. Kazmer

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

2012

Variable-Word-Length Coding for Energy-Aware Signal Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2012

Wireless Design of a Multisensor System for Physical Activity Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

Multisensor Data Fusion for Physical Activity Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

Noise-assisted data processing in measurement science: Part two.

[BibT_eX]

[DOI]

Rui Zhao

IEEE Instrum. Meas. Mag., 2012

Noise-assisted data processing in measurement science: Part one part 40 in a series of tutorials on instrumentation and measurement.

[BibT_eX]

[DOI]

Rui Zhao

IEEE Instrum. Meas. Mag., 2012

Classification of physical activities based on sparse representation.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Prognosis of Defect Propagation Based on Recurrent Neural Networks.

[BibT_eX]

[DOI]

Arnaz Malhi

IEEE Trans. Instrum. Meas., 2011

Enhancement of Measurement Efficiency for Electrical Capacitance Tomography.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2011

ZigBee-based wireless multi-sensor system for physical activity assessment.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

SVM-based multi-sensor fusion for free-living physical activity assessment.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Experimental Investigation of Ultrasound Wave Focusing in Attenuative Solids.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2010

Correlation Dimension Analysis: A Non-linear Time Series Analysis for Data Processing.

[BibT_eX]

[DOI]

Yongbin Liu

IEEE Instrum. Meas. Mag., 2010

2009

Energy-Based Feature Extraction for Defect Diagnosis in Rotary Machines.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2009

Base Wavelet Selection for Bearing Vibration Signal Analysis.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2009

Rolling bearing defect severity assessment under varying operating conditions.

[BibT_eX]

[DOI]

Int. J. Manuf. Res., 2009

2007

Towards an EMG-Controlled Prosthetic Hand Using a 3-D Electromagnetic Positioning System.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2007

2006

Spindle Health Diagnosis Based on Analytic Wavelet Enveloping.

[BibT_eX]

[DOI]

Li Zhang

Kang B. Lee

IEEE Trans. Instrum. Meas., 2006

Hilbert-Huang Transform-Based Vibration Signal Analysis for Machine Health Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2006

Sensorless speed measurement of induction motor using Hilbert transform and interpolated fast Fourier transform.

[BibT_eX]

[DOI]

Dongfeng Shi

Peter J. Unsworth

IEEE Trans. Instrum. Meas., 2006

Architectural design of a sensory node controller for optimized energy utilization in sensor networks.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2006

Non-stationary signal processing for bearing health monitoring.

[BibT_eX]

[DOI]

Int. J. Manuf. Res., 2006

Optimization of ANFIS with Applications in Machine Defect Severity Classification.

[BibT_eX]

[DOI]

Shuangwen Sheng

Proceedings of the International Joint Conference on Neural Networks, 2006

A Neural Network Approach to Bearing Health Assessment.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

2004

Complexity as a measure for machine health evaluation.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2004

PCA-based feature selection scheme for machine defect classification.

[BibT_eX]

[DOI]

Arnaz Malhi

IEEE Trans. Instrum. Meas., 2004

Energy efficient MAC protocol for condition monitoring sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003

Wavelet transform with spectral post-processing for enhanced feature extraction [machine condition monitoring].

[BibT_eX]

[DOI]

Changting Wang

IEEE Trans. Instrum. Meas., 2003

Design and realization of a portable data logger for physiological sensing [GSR].

[BibT_eX]

[DOI]

Rajesh Luharuka

Sundar Krishnamurty

IEEE Trans. Instrum. Meas., 2003

2002

BIT for intelligent system design and condition monitoring.

[BibT_eX]

[DOI]

Abhijit P. Suryavanshi

IEEE Trans. Instrum. Meas., 2002

Design of a CDMA-based wireless data transmitter for embedded sensing.

[BibT_eX]

[DOI]

Philipp Hünerberg

IEEE Trans. Instrum. Meas., 2002

2000

A virtual instrumentation system for integrated bearing condition monitoring.

[BibT_eX]

[DOI]

Changting Wang