BIG DATA DRIVEN INDUSTRIAL ENGINEERING AND ITS APPLICATION IN MANUFACTURING SYSTEM

摘要

Nowadays, the information storm driven by big data is changing our lives, work, and thinking. We usher in the era of big data. In the industry field, Industrial Engineering participates in the processes of productions, operations, controls, and decision making. With the full application of the Internet of Things (IoT), cloud computing, and other technologies, big data has driven some changes in Industrial Engineering. This paper introduces the foundation and mechanism of Industrial Engineering driven by big data as well as the changes. The evolution of Industrial Engineering driven by big data includes the scientific paradigm shift and the changes in application practices, which includes integration elements, operation management, production control, and production decision. Based on these changes, this paper builds an architecture for a manufacturing system that leverages big data. Finally, this paper proposes relevant research topics of Industrial Engineering driven by big data, including man-machine collaboration, equipment health management, and other fields.