Risk-Aware Procurement Optimization in a Global Technology Supply Chain

被引:0
|
作者
Chase, Jonathan [1 ]
Yang, Jingfeng [1 ]
Lau, Hoong Chuin [1 ]
机构
[1] Singapore Management Univ, Sch Comp & Informat Syst, 80 Stamford Rd, Singapore 178902, Singapore
来源
关键词
Supply chain; Risk analysis; Procurement optimization; MANAGEMENT;
D O I
10.1007/978-3-031-16579-5_26
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Supply chain disruption, from 'Black Swan' events like the COVID-19 pandemic or the Russian invasion of Ukraine, to more ordinary issues such as labour disputes and adverse weather conditions, can result in delays, missed orders, and financial loss for companies that deliver products globally. Developing a risk-tolerant procurement strategy that anticipates the logistical problems incurred by disruption involves both accurate quantification of risk and cost-effective decision-making. We develop a supplier-focused risk evaluation metric that constrains a procurement optimization model for a global technology company. Our solution offers practical risk tolerance and cost-effectiveness, accounting for a range of constraints that realistically reflect the way the company's procurement planners operate.
引用
收藏
页码:382 / 396
页数:15
相关论文
共 50 条
  • [1] Supply Chain Design Optimization With Heterogeneous Risk-Aware Agents
    Estrada-Garcia, Juan-Alberto
    Tilbury, Dawn M.
    Barton, Kira
    Shen, Siqian
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024,
  • [2] Risk-Aware Secure Supply Chain Master Planning
    Schroepfer, Axel
    Kerschbaum, Florian
    Sadkowiak, Dagmar
    Pibernik, Richard
    SECURITY IN INFORMATION SYSTEMS, PROCEEDINGS, 2009, : 46 - +
  • [3] Optimizations for Risk-Aware Secure Supply Chain Master Planning
    Schroepfer, Axel
    Kerschbaum, Florian
    Schuetz, Christoph
    Pibernik, Richard
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2009, 15 (15) : 3019 - 3037
  • [4] A Risk-Aware Approach to Digital Procurement Transformation
    Dudic, Zeljko
    Vrhovac, Vijoleta
    Vulanovic, Srdan
    Dakic, Dusanka
    Erdeji, Irma
    Perovic, Veselin
    SUSTAINABILITY, 2024, 16 (03)
  • [5] Risk-Aware Dimensioning and Procurement of Contingency Reserve
    Mieth, Robert
    Dvorkin, Yury
    Ortega-Vazquez, Miguel A.
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2023, 38 (02) : 1081 - 1093
  • [6] Risk-aware supply chain intelligence: AI-enabled supply chain and logistics management considering risk mitigation
    Yan, Wei
    He, Junliang
    Trappey, Amy J. C.
    ADVANCED ENGINEERING INFORMATICS, 2019, 42
  • [7] Risk-Aware Energy Procurement with Renewable Energy and Storage
    Lakshminarayana, Subhash
    Yang, Lei
    Poor, H. Vincent
    Quek, Tony Q. S.
    Zhang, Junshun
    2014 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2014, : 176 - 181
  • [8] Continuous Risk-Aware Response Generation for Maritime Supply Chain Disruption Mitigation
    Primeau, Nicolas
    Falcon, Rafael
    Abielmona, Rami
    Petriu, Emil
    2017 13TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS), 2017, : 170 - 174
  • [9] Risk-Aware Submodular Optimization for Multirobot Coordination
    Zhou, Lifeng
    Tokekar, Pratap
    IEEE TRANSACTIONS ON ROBOTICS, 2022, 38 (05) : 3064 - 3084
  • [10] Dynamic Programming for Risk-aware Sequential Optimization
    Yu, Pengqian
    Haskell, William B.
    Xu, Huan
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,