基于大数据分析的电网物资供应链风险识别与监控研究
Risk Identification and Monitoring Research of Power Grid Material Supply Chain Based on Big Data Analysis
摘要: 近年来随着电网物资供应链生态环境的复杂程度不断加深，面临的供应链风险不确定性增加。本文通过对电力企业现有供应链风险管理资源的梳理，基于大数据分析，对电网物资供应链风险分析进行模型搭建，对电力企业在风险分析领域大数据挖掘与应用进行补充，期望通过本文研究对进一步提升电网物资供应链大数据风险分析提供借鉴参考。
Abstract:
In recent years, with the increasing complexity of the ecological environment of the power grid material supply chain, the uncertainty of supply chain risks has increased. This paper sorts out the existing supply chain risk management resources of power companies, based on big data analysis, builds a model for the risk analysis of power grid material supply chains, and supplements the big data mining and application of power companies in the field of risk analysis. It is expected that through this research, it can provide a reference for further improving the big data risk analysis of the power grid material supply chain.
参考文献
|
[1]
|
Wamba, S.F., Ngai, E.W.T., Riggins, F., et al. (2017) Transforming Operations and Production Management Using Big Data and Business Analytics: Future Research Directions. International Journal of Operations & Production Manage-ment, 37, 2-9. [Google Scholar] [CrossRef]
|
|
[2]
|
陆杉, 陈宇斌. 供应链中大数据分析应用研究综述[J]. 商业经济与管理, 2018(9): 27-35.
|
|
[3]
|
孙新波, 钱雨, 张明超, 等. 大数据驱动企业供应链敏捷性的实现机理研究[J]. 管理世界, 2019, 35(9): 133-151, 200.
|
|
[4]
|
Rao, S. and Goldsby, T.J. (2009) Supply Chain Risks: A Review and Typology. The International Journal of Logistics Management, 20, 97-123. [Google Scholar] [CrossRef]
|
|
[5]
|
杨曼. 中小企业供应链风险预警研究[D]: [硕士学位论文]. 淄博: 山东理工大学, 2018.
|
|
[6]
|
宁钟. 供应链脆弱性的影响因素及其管理原则[J]. 中国流通经济, 2004(4): 15-18. [Google Scholar] [CrossRef]
|
|
[7]
|
赵立马, 阿德·哈泽梅尔. 浅析供应链风险管理框架与策略分类[J]. 供应链管理, 2020, 1(1): 70-81.
|
|
[8]
|
吴健. 大数据环境下的供应链风险管控[J]. 中国物流与采购, 2019(20): 60.
|
|
[9]
|
吴赜书, 鲁艳霞, 张益民. 基于大数据和物联网的农产品供应链风险预警平台研究[J]. 通讯世界, 2018(7): 47-48.
|
|
[10]
|
马天舒, 吴海泉, 倪隽. 电网物资供应链智能运营指挥平台搭建与实现[J]. 粘接, 2021, 45(3): 158-162.
|
|
[11]
|
郭健. H集团智能冰箱业务竞争战略研究[D]: [硕士学位论文]. 济南: 山东大学, 2022.[CrossRef]
|
|
[12]
|
董兴芝. 面向智能高铁安全保障的知识图谱构建及应用关键技术研究[D]: [博士学位论文]. 北京: 中国铁道科学研究院, 2022.[CrossRef]
|