A blockchain-based approach for a multi-echelon sustainable supply chain

被引:211
|
作者
Manupati, V. K. [1 ]
Schoenherr, Tobias [2 ]
Ramkumar, M. [3 ]
Wagner, Stephan M. [3 ]
Pabba, Sai Krishna [4 ]
Singh, R. Inder Raj [4 ]
机构
[1] Natl Inst Technol Waraal, Dept Mech Engn, Warangal, Andhra Pradesh, India
[2] Michigan State Univ, Broad Coll Business, Dept Supply Chain Management, E Lansing, MI 48824 USA
[3] Swiss Fed Inst Technol Zurich, Chair Logist Management, Dept Management Technol & Econ, Zurich, Switzerland
[4] Vellore Inst Technol, Dept Mech Engn, Vellore, Tamil Nadu, India
关键词
Blockchain; production allocation problem; multi-echelon supply chain; smart contracts; carbon taxation policy; Mixed integer programming; NETWORK DESIGN; CARBON FOOTPRINTS; OPTIMIZATION; EMISSIONS; PERFORMANCE; CHALLENGES; MODEL; TRACEABILITY; TECHNOLOGY; FRAMEWORK;
D O I
10.1080/00207543.2019.1683248
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Blockchain technology is destined to revolutionise supply chain processes. At the same time, governmental and regulatory policies are forcing firms to adjust their supply chains in response to environmental concerns. The objective of this study is therefore to develop a distributed ledger-based blockchain approach for monitoring supply chain performance and optimising both emission levels and operational costs in a synchronised fashion, producing a better outcome for the supply chain. We propose the blockchain approach for different production allocation problems within a multi-echelon supply chain (MESC) under a carbon taxation policy. As such, we couple recent advances in digitalisation of operations with increasingly stringent regulatory environmental policies. Specifically, with lead time considerations under emission rate constraints (imposed by a carbon taxation policy), we simultaneously consider the production, distribution and inventory control decisions in a production allocation-based MESC problem. The problem is then formulated as a Mixed Integer Non-Linear Programming (MINLP) model. We show that the distributed ledger-based blockchain approach minimises both total cost and carbon emissions. We then validate the feasibility of the proposed approach by comparing the results with a non-dominated sorting genetic algorithm (NSGA-II). The findings provide support for policymakers and supply chain executives alike.
引用
收藏
页码:2222 / 2241
页数:20
相关论文
共 50 条
  • [1] A Forecast Optimization method based on Multi-Echelon Supply Chain
    Yang Song
    Shi PengHui
    Chi JianWei
    ADVANCES IN APPLIED SCIENCES AND MANUFACTURING, PTS 1 AND 2, 2014, 850-851 : 1065 - +
  • [2] A Smart Manufacturing on Multi-echelon Sustainable Supply Chain Under Uncertain Demand
    Karthick, B.
    Shafiya, M.
    PROCESS INTEGRATION AND OPTIMIZATION FOR SUSTAINABILITY, 2024, 8 (01) : 143 - 163
  • [3] A Smart Manufacturing on Multi-echelon Sustainable Supply Chain Under Uncertain Demand
    B. Karthick
    M. Shafiya
    Process Integration and Optimization for Sustainability, 2024, 8 : 143 - 163
  • [4] A decomposition approach for the performance analysis of a serial multi-echelon supply chain
    Saetta, Stefano
    Paolini, Leonardo
    Tiacci, Lorenzo
    Altiok, Tayfur
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2012, 50 (09) : 2380 - 2395
  • [5] Agent-based demand forecast in multi-echelon supply chain
    Liang, Wen-Yau
    Huang, Chun-Che
    DECISION SUPPORT SYSTEMS, 2006, 42 (01) : 390 - 407
  • [6] REVENUE AND PRODUCTION MANAGEMENT IN A MULTI-ECHELON SUPPLY CHAIN
    Kabirian, Alireza
    Sarfaraz, Ahmad
    Rajai, Mark
    2013 WINTER SIMULATION CONFERENCE (WSC), 2013, : 3330 - 3339
  • [7] Price competition and coordination in a multi-echelon supply chain
    Huang, Yun
    Huang, George Q.
    Engineering Letters, 2011, 18 (04)
  • [8] Price Competition and Coordination in a Multi-echelon Supply Chain
    Huang, Yun
    Huang, George Q.
    ENGINEERING LETTERS, 2010, 18 (04)
  • [9] A combined approach for modeling multi-echelon multi-period decentralized supply chain
    Haque, Marjia
    Paul, Sanjoy Kumar
    Sarker, Ruhul
    Essam, Daryl
    ANNALS OF OPERATIONS RESEARCH, 2022, 315 (02) : 1665 - 1702
  • [10] A combined approach for modeling multi-echelon multi-period decentralized supply chain
    Marjia Haque
    Sanjoy Kumar Paul
    Ruhul Sarker
    Daryl Essam
    Annals of Operations Research, 2022, 315 : 1665 - 1702