Data-Based Techniques Focused on Modern Industry: An Overview

This paper provides an overview of the recent developments in data-based techniques focused on modern industrial applications. As one of the hottest research topics for complicated processes, the data-based techniques have been rapidly developed over the past two decades and widely used in numerous industrial sectors nowadays. The core of data-based techniques is to take full advantage of the huge amounts of available process data, aiming to acquire the useful information within. Compared with the well-developed model-based approaches, data-based techniques provide efficient alternative solutions for different industrial issues under various operating conditions. The main objective of this paper is to review…

• NN
  National Natural Science Foundation of China

  Award: 61304102
• CP
  China Postdoctoral Science Foundation

  Award: 2012M520738