Abstract
Abstract Based on the characteristics of intelligent manufacturing and the theory of technology diffusion, this paper constructs a cellular automata model with government support policy, information exchange, technology maturity, diffusion intermediary, and market competition as the influencing factors and analyzes the influence mechanism of the first three main factors on the diffusion of intelligent manufacturing technology in industrial clusters using MATLAB. This paper also makes an empirical analysis of the diffusion of intelligent manufacturing technology in the bearing industry cluster in Xinchang County and finds that the results are basically consistent by comparing the simulation data with the fit degree of the real data. In this paper, the diffusion intermediary and government support policy have the greatest influence on the application of intelligent manufacturing in small- and medium-sized enterprises, and the model proposed in this paper is effective.
Highlights
Based on the characteristics of intelligent manufacturing and the theory of technology diffusion, this paper constructs a cellular automata model with government support policy, information exchange, technology maturity, diffusion intermediary, and market competition as the influencing factors and analyzes the influence mechanism of the first three main factors on the diffusion of intelligent manufacturing technology in industrial clusters using MATLAB
Based on in-depth analysis of the technical and application characteristics of intelligent manufacturing and the reference to domestic and foreign technology diffusion model, this paper built a cellular automata (CA) model of the diffusion of intelligent manufacturing technology in industrial clusters, explored the impact of different factors on the diffusion of technology in industrial clusters mechanism, identified the factors that significantly affect the degree of diffusion, and verified that the model is reliable
According to the diffusion model of intelligent manufacturing technology in the cluster built in the previous chapter, MATLAB software is used for simulation analysis
Summary
Abstract: Based on the characteristics of intelligent manufacturing and the theory of technology diffusion, this paper constructs a cellular automata model with government support policy, information exchange, technology maturity, diffusion intermediary, and market competition as the influencing factors and analyzes the influence mechanism of the first three main factors on the diffusion of intelligent manufacturing technology in industrial clusters using MATLAB. The diffusion intermediary and government support policy have the greatest influence on the application of intelligent manufacturing in small- and medium-sized enterprises, and the model proposed in this paper is effective. Based on in-depth analysis of the technical and application characteristics of intelligent manufacturing and the reference to domestic and foreign technology diffusion model, this paper built a cellular automata (CA) model of the diffusion of intelligent manufacturing technology in industrial clusters, explored the impact of different factors on the diffusion of technology in industrial clusters mechanism, identified the factors that significantly affect the degree of diffusion, and verified that the model is reliable
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