Heng-Chao Yan

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 4

Top Topics

Fault Diagnosis

Quasi Monte Carlo

Particle Filter

Top Venues

IEEE Trans. Instrum. Meas.

Comput. Ind. Eng.

Publications

Xing-Jue Wang, Jun-Hong Zhou, Heng-Chao Yan, Chee Khiang Pang
Quality monitoring of spot welding with advanced signal processing and data-driven techniques. Trans. Inst. Meas. Control 40 (7) (2018)
Heng-Chao Yan, Junhong Zhou, Chee Khiang Pang
Gaussian Mixture Model Using Semisupervised Learning for Probabilistic Fault Diagnosis Under New Data Categories. IEEE Trans. Instrum. Meas. 66 (4) (2017)
Heng-Chao Yan, Junhong Zhou, Chee Khiang Pang
New types of faults detection and diagnosis using a mixed soft & hard clustering framework. ETFA (2016)
Heng-Chao Yan, Junhong Zhou, Chee Khiang Pang
Machinery Degradation Inspection and Maintenance Using a Cost-Optimal Non-Fixed Periodic Strategy. IEEE Trans. Instrum. Meas. 65 (9) (2016)
Ming Luo, Heng-Chao Yan, Bin Hu, Junhong Zhou, Chee Khiang Pang
A data-driven two-stage maintenance framework for degradation prediction in semiconductor manufacturing industries. Comput. Ind. Eng. 85 (2015)
Heng-Chao Yan, Junhong Zhou, Chee Khiang Pang, Xiang Li
Parameter update and PDF prediction of degradation using stage-based Gamma process. ETFA (2015)
Heng-Chao Yan, Jun-Hong Zhou, Chee Khiang Pang
Cost optimization on warning threshold and non-fixed periodic inspection intervals for machine degradation monitoring. IECON (2015)
Heng-Chao Yan, Jun-Hong Zhou, Chee Khiang Pang
A two-step precognitive maintenance framework for equipment fault diagnosis with imbalanced data. IECON (2015)
Chee Khiang Pang, Junhong Zhou, Heng-Chao Yan
PDF and Breakdown Time Prediction for Unobservable Wear Using Enhanced Particle Filters in Precognitive Maintenance. IEEE Trans. Instrum. Meas. 64 (3) (2015)
Heng-Chao Yan, Chee Khiang Pang, Jun-Hong Zhou
Precognitive maintenance and probabilistic assessment of tool wear using particle filters. IECON (2013)