Research On Evaluation Of Innovation Performance Of Equipment Manufacturing Enterprises

Under the background of "Belt and Road",the development of China’s equipment manufacturing enterprises has entered a new stage.In the complex network environment,the equipment manufacturing enterprises need to lead the wave of supply-side structural reform.Take the lead in the transformation and upgrading,improve the performance of innovation,in the increasingly fierce international competition to create their own unique competitive advantage.At present,every equipment manufacturing enterprise has limited knowledge resources.In the network environment of knowledge integration and resource sharing,it is difficult to meet the needs of continuous innovation behind closed doors.But have to with the help of inter-network knowledge integration to obtain their own innovation required knowledge resources.This paper discusses the innovation performance evaluation of equipment manufacturing enterprises from the perspective of collaborative innovation network,and summarizes the theory of collaborative innovation network,knowledge integration and innovation performance.This paper analyzes and discusses the dimension and influence degree of equipment manufacturing enterprises’ innovation performance by completing knowledge integration from collaborative innovation networks.By reading the relevant domestic and foreign literature and based on the characteristics of the equipment manufacturing enterprises,this paper puts forward the research hypothesis on the basis of elaborating the relationship among collaborative innovation network,knowledge integration and innovation performance of enterprises.Then establish the innovation performance evaluation index system of equipment manufacturing enterprises,and based on the structural equation model theory,use AMOS20.0 software to verify every index in the index system,analyze the fitting results and data of the model,eliminate the indexes that do not conform to the standard,and then carry on a new round of verification until the better results are obtained.Finally,establish a relatively perfect index system.Then,on the basis of support vector machine(SVM)theory,the paper constructs the innovation performance evaluation model of equipment manufacturing enterprise by using MATLAB software,and applies the evaluation model to the application of enterprise example,and selects 120 equipment manufacturing enterprises in Beijing,Tianjin andHebei.Apply the established Evaluation Model to these equipment manufacturing enterprises.According to the evaluation results of the model,the paper puts forward some suggestions to improve the innovation performance of equipment manufacturing enterprises.