Abstract
This paper makes an in-depth comparative analysis of years of experience in intelligent manufacturing projects and literature research related to Big Data. The 4.0 value chain model and concept are put forward to carry out the logical analysis of the endogenous relationship drive and endogenous management mechanism of intelligent manufacturing. The intelligent manufacturing business management process under the 4.0 value chain is established, and the tower Big Data management framework of intelligent manufacturing enterprises is innovatively proposed. This paper discusses the connotation, elements and drive relationship of enterprise Big Data from three dimensions of business operation, information drive and management policies. The hierarchical structure and related connotation of Big Data are revealed, and the basic characteristics of intelligent manufacturing enterprises Big Data are analyzed. The purpose of this paper is to clarify the difference of the concept between enterprise Big Data and mass data and open the Big Data fundamental research driven by digitization management. It provides basic innovative ideas and scientific research methods for the new generation of digital virtual simulation, digital factory construction and industrial chain management.
Highlights
Under the requirement of development of the new era, Big Data has attracted the attention of enterprises, countries, academia, scientific and technological circles on its research and application
In 2008, Nature special issue Big Data introduces the challenges brought by mass data from the aspects of internet technology, network economics, supercomputing, environmental science and biomedicine, etc
Technology and Framework of Industrial Big Data proposed “industrial Big Data is the general name of all kinds of data and related technologies and applications generated at each stage of the whole product life cycle surrounding the typical intelligent manufacturing model”
Summary
Under the requirement of development of the new era, Big Data has attracted the attention of enterprises, countries, academia, scientific and technological circles on its research and application. Industrial Big Data is the core technology of industrial internet and industry 4.0. The manufacturing industry needs to open up industrialization with new Big Data thinking. It is urgently needed to integrate Big Data with business management and production operation activities. To promote the intelligence transformation and upgrading of manufacturing enterprises, especially to open up the basic cognition of Big Data and reexamine it with scientific thinking and management methods, it is necessary and important.
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