Hao Yan
Hao Yan
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"Anomaly Detection"
Real-Time Monitoring of High-Dimensional Functional Data Streams via Spatio-Temporal Smooth Sparse Decomposition
High-dimensional data monitoring and diagnosis has recently attracted increasing attention among researchers as well as practitioners. …
Hao Yan
,
Kamran Paynabar
,
Jianjun Shi
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DOI
Multiple Profiles Sensor-Based Monitoring and Anomaly Detection
Generally, in an advanced manufacturing system hundreds of sensors are deployed to measure key process variables in real time. Thus it …
Chen Zhang
,
Hao Yan
,
Seungho Lee
,
Jianjun Shi
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DOI
HIGH DIMENSIONAL DATA ANALYSIS FOR ANOMALY DETECTION AND QUALITY IMPROVEMENT A Dissertation Presented to The Academic Faculty
Analysis of large-scale high-dimensional data with a complex heterogeneous data structure to extract information or useful features is …
Hao Yan
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Anomaly Detection in Images With Smooth Background via Smooth-Sparse Decomposition
In various manufacturing applications such as steel, composites, and textile production, anomaly detection in noisy images is of …
Hao Yan
,
Kamran Paynabar
,
Jianjun Shi
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DOI
Generalized Wavelet Shrinkage of Inline Raman Spectroscopy for Quality Monitoring of Continuous Manufacturing of Carbon Nanotube Buckypaper
Process monitoring and quality control is essential for continuous manufacturing processes of carbon nano- tube (CNT) thin sheets or …
Xiaowei Yue
,
Kan Wang
,
Hao Yan
,
Jin Gyu Park
,
Zhiyong Liang
,
Chuck Zhang
,
Ben Wang
,
Jianjun Shi
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DOI
Fast Wavenumber Measurement for Accurate and Automatic Location and Quantification of Defect in Composite
As the use of and dependence on composite materials is increasing in all industries, there is a strong need for reliable, accurate, and …
Olivier Mesnil
,
Hao Yan
,
Massimo Ruzzene
,
Kamran Paynabar
,
Jianjun Shi
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DOI
Image-Based Process Monitoring Using Low-Rank Tensor Decomposition
Image and video sensors are increasingly being deployed in complex systems due to the rich process information that these sensors can …
Hao Yan
,
Kamran Paynabar
,
Jianjun Shi
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DOI
Frequency Domain Instantaneous Wavenumber Estimation for Damage Quantification in Layered Plate Structures
Guided wavefield detection is at the basis of a number of promising techniques for the identification and the characterization of …
Olivier Mesnil
,
Hao Yan
,
Massimo Ruzzene
,
Kamran Paynabar
,
Jianjun Shi
,
Jianjun Shi Frequency Domain
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