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
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