[16p-Z01-1~7] Materials innocvation by informatics and robotics

[16p-Z01-6] Industrial Data Analysis in Data Science

〇Hiromasa Kaneko¹ (1.Meiji Univ.)

Keywords:process informatics, control, machine learning

In Data Chemical Engineering Laboratory https://datachemeng.com/, we are modeling the relationships hidden in materials and data in industrial plants for design of new materials and plant optimization. In this presentation, the detection and diagnosis of process faults using data in industrial plants, real-time estimation and prediction of difficult-to-measure process variables using soft sensors, and process state estimation considering nonlinearity in processes.