北京邮电大学学报(社会科学版) ›› 2022, Vol. 24 ›› Issue (3): 78-89.doi: 10.19722/j.cnki.1008-7729.2021.0228

• 经济与管理 • 上一篇    下一篇

基于多维工业大数据的制造业服务化价值创造体系构建

刘平峰(1972—),男,湖北荆门人,博士,教授,博士生导师   

  1. 武汉理工大学 经济学院,湖北 武汉430070
  • 出版日期:2022-07-01 发布日期:2022-07-20
  • 基金资助:
    教育部人文社科基金项目(19YJA790057)

Construction of Service-oriented Value Creation System for Manufacturing Industry Based on Multi-dimensional Industrial Big Data

  1. School of Economics, Wuhan University of Technology,Wuhan 430070, China
  • Online:2022-07-01 Published:2022-07-20

摘要: 基于三一重工股份有限公司(以下简称“三一重工”)资料,采用扎根理论,通过分析三一重工在服务化转型过程中的工业大数据应用,提出了工业大数据的维度与企业基于多维工业大数据的价值创造体系。研究表明,企业围绕研发、制造、生产、物流及营销等价值链环节,可将工业大数据划分为数据源、时间、位置、标准、人员、产品、环境和订单八大维度。在服务化需求的驱动下,企业对工业大数据进行采集与分析,构建数据可视化、价值链延伸、产业融合与网络化协同的制造业服务化路径,并创造了包括信息价值、转换价值、战略价值和交易价值在内的四个层次的价值。通过八大维度工业大数据的采集分析,为制造业服务化价值创造提供了分析框架。

关键词: 工业大数据, 维度, 扎根理论, 价值创造

Abstract: Based on the data of Sany Heavy Industry and through analyzing its industrial big data application in the process of servicing transformation, the dimensions of industrial big data and the enterprise value creation system based on multi-dimensional industrial big data are put forward by using the grounded theory. Research shows that around the value chain links of R&D, manufacturing, production, logistics and marketing,enterprises can divide industrial big data into eight dimensions: data source, time, location, standard, personnel, product, environment and order. Driven by the demand for servicing, enterprises collect and analyze industrial big data, build a servicing path for manufacturing industry that includes data visualization, value chain extension, industrial integration and network collaboration, and create four levels of value, including information value, transformation value, strategic value and transaction value. Through the collection of industrial big data in eight dimensions, an analytical framework is proposed for service-oriented value creation in the manufacturing industry.

Key words:  industrial big data, dimension, grounded theory, value creation

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