Application of blockchain and smart contracts in autonomous vehicle supply chains: An experimental design

被引:24
|
作者
Arunmozhi, Manimuthu [1 ]
Venkatesh, V. G. [2 ]
Arisian, Sobhan [3 ,6 ]
Shi, Yangyan [4 ]
Sreedharan, V. Raja [5 ]
机构
[1] Nanyang Technol Univ, Singapore, Singapore
[2] Normandie Business Sch, Metis Lab, Le Havre, France
[3] La Trobe Univ, La Trobe Business Sch, Melbourne, Australia
[4] Macquarie Univ, Macquarie Business Sch, Sydney, Australia
[5] Univ Bradford, Sch Management, Bradford, England
[6] Room 411,Level 4,Martin Bldg, Melbourne, Vic 3086, Australia
关键词
Digital supply chain; Blockchain; Smart contract; Artificial intelligence; Autonomous vehicle; Sustainable logistics; MANAGEMENT; SUSTAINABILITY; TECHNOLOGY; TRANSPORT;
D O I
10.1016/j.tre.2022.102864
中图分类号
F [经济];
学科分类号
02 ;
摘要
With the rise of digital sustainable business models in the Autonomous Vehicles (AV) industry, the traditional automakers are undergoing a major restructuring in their key performance areas and associated supply chains processes. Focusing on an innovative AV design (AD) concept, this paper investigates how Artificial Intelligence (AI) and Blockchain-based Smart Contracts can enhance sustainable supply chain operations. A novel design element, Margin Indicator (MI), is developed to obtain reliable predictive analytics results from the mainstream machine learning algorithms. The proposed approach supports a robust control of costs and energy, while maintaining a high level of transparency in managing decentralized AV supply chain processes, monetary impacts, and environmental sustainability. Testing the developed concept through a preliminary case study, we observed a reduction in energy wastage and hidden financial transactions by 12.48% and 11.58%, respectively. Supported by the rapid advancement in the blockchain and AI tech-nologies, the developed framework is expected to improve product traceability, transaction transparency, and sustainable economic growth for the AV supply chains.
引用
收藏
页数:23
相关论文
共 50 条
  • [41] Enhancing Vendor Managed Inventory Supply Chain Operations Using Blockchain Smart Contracts
    Omar, Ilhaam A.
    Jayaraman, Raja
    Salah, Khaled
    Debe, Mazin
    Omar, Mohammed
    [J]. IEEE ACCESS, 2020, 8 : 182704 - 182719
  • [42] Blockchain-Based IoT Application Using Smart Contracts: Case Study of M2M Autonomous Trading
    Gong, Xinglin
    Liu, Erwu
    Wang, Rui
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS (ICCCS 2020), 2020, : 781 - 785
  • [43] Smart Production: Design of a model for the process of implementing Smart Supply Chains
    Villegas-Jimenez, Eliecer
    Madrigal-Sanchez, Johanna
    Dirnberger, Johannes
    [J]. TECNOLOGIA EN MARCHA, 2020, 33 : 73 - 82
  • [44] Evaluating Complexity and Digitizability of Regulations and Contracts for a Blockchain Application Design
    Pradeepkumar, D. S.
    Singi, Kapil
    Kaulgud, Vikrant
    Podder, Sanjay
    [J]. 2018 IEEE/ACM 1ST INTERNATIONAL WORKSHOP ON EMERGING TRENDS IN SOFTWARE ENGINEERING FOR BLOCKCHAIN (WETSEB), 2018, : 25 - 29
  • [45] Ensuring wallet application security by resolving reentrancy attacks in blockchain smart contracts
    Manoj, R.
    Joshi, Sandeep
    [J]. JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2023, 26 (03): : 927 - 937
  • [46] Design and development of an intelligent transportation management system using blockchain and smart contracts
    Das, Debashis
    Banerjee, Sourav
    Chatterjee, Puspita
    Biswas, Manju
    Biswas, Utpal
    Alnumay, Waleed
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2022, 25 (03): : 1899 - 1913
  • [47] Design and development of an intelligent transportation management system using blockchain and smart contracts
    Debashis Das
    Sourav Banerjee
    Puspita Chatterjee
    Manju Biswas
    Utpal Biswas
    Waleed Alnumay
    [J]. Cluster Computing, 2022, 25 : 1899 - 1913
  • [48] Blockchain Technology in Commercial Real Estate: Developing a Conceptual Design for Smart Contracts
    Exter, Evgeny
    Radosavljevic, Milan
    [J]. Communications of the Association for Information Systems, 2024, 55 : 434 - 458
  • [49] Prototypical Blockchain Application for Mapping Complex Products in Dynamic Supply Chains
    Dietrich, F.
    Louw, L.
    Palm, D.
    [J]. SMART, SUSTAINABLE MANUFACTURING IN AN EVER-CHANGING WORLD, COMA '22, 2023, : 565 - 574
  • [50] Blockchain and Sustainability Disclosure: A Scenario-Based Application for Supply Chains
    Corazza, Laura
    Zhang, Junru
    Arachchilage, Dilhani Kapu
    Scagnelli, Simone Domenico
    [J]. SUSTAINABILITY, 2023, 15 (01)