基于FAHP和云模型的智能制造企业数字化成熟度评价研究
Research on the Evaluation of Digital Maturity of Intelligent Manufacturing Enterprises Based on Fuzzy Analytic Hierarchy Process and a Cloud Model
沈燕红 1黄静 2张莎莉 2徐志涛2
作者信息
- 1. 杭州德意智家股份有限公司,浙江 杭州 311231
- 2. 南京航空航天大学 经济与管理学院,江苏 南京 211100
- 折叠
摘要
文中以智能制造企业的数字化转型为研究对象,从数字化战略、数字化基础技术、数字化业务应用、数字化运营管理、数字化效益五个维度,构建了智能制造企业数字化成熟度评价指标体系,采用模糊层次分析法和云模型的综合评价方法对企业的数字化成熟度进行评价分析,并以D企业为例,运用该成熟度评价模型对其数字化成熟度进行分析,验证了该模型的适用性与可靠性,为智能制造企业的数字化转型评估提供了一种方法依据.
Abstract
The research focuses on the digital transformation of intelligent manufacturing enterprises and establishes a comprehensive evaluation system for the digital maturity of intelligent manufacturing enterprises with five criteria:digital strategy,digital basic technology,digital business application,digital operation management,and digital benefit.The fuzzy analytic hierarchy process(FAHP)combined with cloud model is employed to analyze the digital maturity of the enterprise.Taking Company D as an example,this maturity evaluation model is used to analyze its digital maturity,and the applicability and reliability of this model are verified,which provides a method and basis for the digital transformation evaluation of intelligent manufacturing enterprises.
关键词
智能制造企业/数字化转型/成熟度评估/模糊层次分析/云模型Key words
intelligent manufacturing enterprises/digital transformation/maturity evaluation/fuzzy analytic hierarchy process/cloud model引用本文复制引用
基金项目
江苏省高等学校哲学社会科学研究重大项目(2023SJZD127)
中央高校基本科研业务费专项(ND2023006)
出版年
2024
NETL
NSTL
万方数据