基于主成分分析的新能源储能企业技术创新能力研究  

Evaluation of the Scientific and Technological Innovation Capacity of Energy Storage Materials Enterprises Based on Principal Component Analysis

作　　者：陈杰[1] 吴艳[2] 陈亮[3] 

机构地区：[1]先进储能材料国家工程研究中心,广东深圳518054 [2]长沙理工大学经济与管理学院,湖南长沙410114 [3]桂林理工大学管理学院,广西桂林541004

出　　处：《经济数学》2013年第4期94-99,共6页Journal of Quantitative Economics

基　　金：国家社科基金项目(11AJL008);教育部人文社会科学研究青年项目(13YJC790160);湖南省社科基金项目(12YBA250);湖南省教育厅项目(12A012);湖南省科技计划项目(06FJ3110);湖南省软科学项目(2008ZK3087)

摘　　要：基于科技创新投入、产出、支撑和转化等四个影响因素,构建新能源储能企业科技创新能力评价模型,并运用主成分分析法和聚类分析法,对我国主要新能源储能企业的科技创新能力进行分析和评价.分析表明,我国新能源储能企业科技创新的能力主要取决于经费投入和科研能力两大因素.新能源企业科技创新的研发经费投入、科研人员配备、科研成果等方面,与国外企业相比差距大,科技创新能力亟待提高.Correct evaluation of the scientific and technological innovation of energy storage materials enterprises is very significant to promote the cultivation and development of industry. Based on technological innovation inputs, outputs, support and conversion of four factors, this paper built a scientific and technology innovation evaluation model for the energy storage materials enterprises, analyzed and e valuated the innovation capability of the energy storage enterprises by principal component analysis and cluster analysis. The analysis shows that the scientific and technological innovation ability of energy storage materials enterprise depends mainly on research funds input and re search capacity; and there are large gaps between the foreign enterprises and domestic enterprises in R＆D expenditure, research staffing, research achievements and other aspects of the scientific and technological innovation. The scientific and technological innovation capacity of enterprise should be improved urgently.

关 键 词：新能源储能企业 科技创新 主成分分析 

分 类 号：F062[经济管理—政治经济学]