2 papers
cs.LG2018
An Evaluation of Methods for Real-Time Anomaly Detection using Force Measurements from the Turning Process
Yuanzhi Huang, Eamonn Ahearne, Szymon Baron +1
We examined the use of three conventional anomaly detection methods and assess their potential for on-line tool wear monitoring. Through efficient data processing and transformatio…
stat.CO2018
Optimal Design of Experiments for Nonlinear Response Surface Models
Yuanzhi Huang, Steven Gilmour, Kalliopi Mylona +1
Many chemical and biological experiments involve multiple treatment factors and often it is convenient to fit a nonlinear model in these factors. This nonlinear model can be mechan…