David He

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 16

Top Topics

Fault Diagnosis

Top Venues

J. Intell. Manuf.

IEEE Trans. Ind. Electron.

Publications

Khaled Akkad, David He
A dynamic mode decomposition based deep learning technique for prognostics. J. Intell. Manuf. 34 (5) (2023)
Khalil B. Ramadi, Rhea Mehta, David He, Sichen Chao, Zen Chu, Rifat Atun, Freddy T. Nguyen
Grass-roots entrepreneurship complements traditional top-down innovation in lung and breast cancer. npj Digit. Medicine 5 (2022)
Miao He, David He
A new hybrid deep signal processing approach for bearing fault diagnosis using vibration signals. Neurocomputing 396 (2020)
Jialin Li, Xueyi Li, David He, Yongzhi Qu
Unsupervised rotating machinery fault diagnosis method based on integrated SAE-DBN and a binary processor. J. Intell. Manuf. 31 (8) (2020)
Yin Wang, David He, Zillion Lin, Barrett F. Robinson, George Chiu, Jan P. Allebach
3D shape estimation for smooth surfaces using structured light patterns. 3DMDP (2020)
Jialin Li, David He
A Bayesian Optimization AdaBN-DCNN Method With Self-Optimized Structure and Hyperparameters for Domain Adaptation Remaining Useful Life Prediction. IEEE Access 8 (2020)
Jialin Li, Xueyi Li, David He
A Directed Acyclic Graph Network Combined With CNN and LSTM for Remaining Useful Life Prediction. IEEE Access 7 (2019)
Xianzhen Huang, Sujun Jin, Xuefeng He, David He
Reliability analysis of coherent systems subject to internal failures and external shocks. Reliab. Eng. Syst. Saf. 181 (2019)
Khaled Akkad, David He
A Hybrid Deep Learning Based Approach for Remaining Useful Life Estimation. ICPHM (2019)
Jialin Li, Xueyi Li, David He, Yongzhi Qu
A Novel Method for Early Gear Pitting Fault Diagnosis Using Stacked SAE and GBRBM. Sensors 19 (4) (2019)
Jason Deutsch, David He
Using Deep Learning-Based Approach to Predict Remaining Useful Life of Rotating Components. IEEE Trans. Syst. Man Cybern. Syst. 48 (1) (2018)
Yongzhi Qu, Yue Zhang, Miao He, David He, Chen Jiao, Zude Zhou
Gear pitting fault diagnosis using disentangled features from unsupervised deep learning. I2MTC (2018)
Tianxiao Zhang, David He
A Reliability-Based Robust Design Method for the Sealing of Slipper-Swash Plate Friction Pair in Hydraulic Piston Pump. IEEE Trans. Reliab. 67 (2) (2018)
Wang Liu, Tianchi Zhao, David He, Datong Liu
DSP based module for processing vibration signals of rotation machinery. I2MTC (2017)
Jae Yoon, David He, Matthew L. Bolton
A LAMSTAR Network-Based Human Judgment Analysis. IEEE Trans. Hum. Mach. Syst. 47 (6) (2017)
Wang Liu, Yanlin Ren, David He, Liyan Qiao
Development of universal FMC carrier card based on PXI Express. UEMCON (2016)
Jae Yoon, David He, Brandon Van Hecke
On the Use of a Single Piezoelectric Strain Sensor for Wind Turbine Planetary Gearbox Fault Diagnosis. IEEE Trans. Ind. Electron. 62 (10) (2015)
Yongzhi Qu, David He, Jae Yoon, Brandon Van Hecke, Eric Bechhoefer, Junda Zhu
Gearbox Tooth Cut Fault Diagnostics Using Acoustic Emission and Vibration Sensors - A Comparative Study. Sensors 14 (1) (2014)
David He, Ruoyu Li, Junda Zhu
Plastic Bearing Fault Diagnosis Based on a Two-Step Data Mining Approach. IEEE Trans. Ind. Electron. 60 (8) (2013)
Eric Bechhoefer, Ruoyu Li, David He
Quantification of condition indicator performance on a split torque gearbox. J. Intell. Manuf. 23 (2) (2012)
David He, Ruoyu Li, Eric Bechhoefer
Stochastic modeling of damage physics for mechanical component prognostics using condition indicators. J. Intell. Manuf. 23 (2) (2012)
Ruoyu Li, Serap Ulusam Seçkiner, David He, Eric Bechhoefer, Praneet Menon
Gear Fault Location Detection for Split Torque Gearbox Using AE Sensors. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Ruoyu Li, David He
Rotational Machine Health Monitoring and Fault Detection Using EMD-Based Acoustic Emission Feature Quantification. IEEE Trans. Instrum. Meas. 61 (4) (2012)
Ruoyu Li, Ponrit Sopon, David He
Fault features extraction for bearing prognostics. J. Intell. Manuf. 23 (2) (2012)
Pradnya Joshi, Mahindra Imadabathuni, David He, Mohammed Al-Kateb, Eric Bechhoefer
Application of the condition based maintenance checking system for aircrafts. J. Intell. Manuf. 23 (2) (2012)
David He, Ruoyu Li, Junda Zhu, Mikhail Zade
Data Mining Based Full Ceramic Bearing Fault Diagnostic System Using AE Sensors. IEEE Trans. Neural Networks 22 (12) (2011)
David He, Ruoyu Li, Eric Bechhoefer
Split torque type gearbox fault detection using acoustic emission and vibration sensors. ICNSC (2010)
Ming Dong, Dong Yang, Yan Kuang, David He, Serap Erdal, Donna Kenski
concentration prediction using hidden semi-Markov model-based times series data mining. Expert Syst. Appl. 36 (5) (2009)
David He, John Parkinson
SubSeqer: a graph-based approach for the detection and identification of repetitive elements in low-complexity sequences. Bioinform. 24 (7) (2008)
Vadim Sheinin, Ashish Jagmohan, David He
Uniform Scalar Quantization Based Wyner-Ziv Coding of Laplace-Markov Source. ICASSP (1) (2007)
Pat P. Banerjee, Ruben Avila, David He, Shenliang Wu, Eric Bechhoefer
Discriminant Analysis Based Prognostics of Avionic Systems. IEEE Trans. Syst. Man Cybern. Part C 37 (6) (2007)
Ming Dong, David He
Hidden semi-Markov model-based methodology for multi-sensor equipment health diagnosis and prognosis. Eur. J. Oper. Res. 178 (3) (2007)
David He, Arsen Grigoryan
Joint statistical design of double sampling X and s charts. Eur. J. Oper. Res. 168 (1) (2006)
David He, Pat P. Banerjee
Enhancing Simulation Education with a Virtual Presentation Tool. WSC (2004)
Angela Adamyan, David He
Sequential failure analysis using counters of Petri net models. IEEE Trans. Syst. Man Cybern. Part A 33 (1) (2003)
Angela Adamyan, David He
Failure and Safety Assessment of Systems using Petri Nets. ICRA (2002)
Angela Adamyan, David He
Analysis of sequential failures for assessment of reliability and safety of manufacturing systems. Reliab. Eng. Syst. Saf. 76 (3) (2002)
David He, Andrew Kusiak, Tzu-Liang Tseng
Delayed product differentiation: a design and manufacturing perspective. Comput. Aided Des. 30 (2) (1998)
David He, Andrew Kusiak
Design of assembly systems for modular products. IEEE Trans. Robotics Autom. 13 (5) (1997)
Andrew Kusiak, David He
Design for an Enterprise. ICEIMT (1997)