Influencing Factors of Intelligent Manufacturing: Empirical Analysis Based on SVR Model

摘要

Industrial growth takes on a whole new meaning in light of the modern technological revolution in recent years. Under such circumstance, Applying feature extraction and SVR model, this article selected a representative sample of Chinese intelligent manufacturing companies and analysed the relating factors which would drive the leading enterprises in intelligent manufacturing to develop. Empirical results showed that industrial chain factors were the main engine to stimulate the growth of intelligent manufacturing, while capital factors and developing factors were the significant factors which would help the enterprises to develop towards advanced level. From the prospective of promote industrial upgrading, local governments and relating enterprises should focus more on their own path. Priority should be given to optimize industrial chains and importance should be attached to developing factors and capital factors.