Why Abstractions Matter More Than Ever In The Enterprise

Information technology architecture is where abstractions become real. Modern enterprises are increasingly moving toward ...
IEEE

Data Augmentation Using Time Conditional Variational Autoencoder for Soft Sensor of Industrial Processes With Limited Data

Abstract: In order to accurately predict key variables of complex industrial processes, it is necessary to establish reliable data-driven soft sensing models. The accuracy of soft sensors can be ...
IEEE

Data-Based System Representations From Irregularly Measured Data

Abstract: Nonparametric representations of dynamical systems based on the image of a Hankel matrix of data are extensively used for data-driven control. However, if samples of data are missing, ...