Abstract: The rapid development of information technology and the wide application of the Internet have triggered the implementation of "re-industrialization" strategy. The strong protection of the Internet in data transmission, management software, and information application opens the door for various technical applications including Internet of Things. A globalized industrial revolution led by intelligent manufacturing, enhanced industrial intelligence, and the competitiveness of enterprises through emerging technologies has been studied. Industrial intelligence will be center of the future industrial system. The industrial big data analysis technology and its applications based on industrial Internet will become the key elements for promoting intelligent manufacturing and enhancing manufacturing efficiency and competitiveness, as well as become the important basis for implementing intelligent production process, process management, and manufacturing modes. We analyze and discuss various technologies involved with industrial big data analysis, such as data storage and management, data processing technique, and also discuss the visualization technology for research prospects, and the challenges of industrial big data analysis technology.