Blockchain and AI technology convergence: Applications in transportation systems

被引:41
|
作者
Singh, Prashant [1 ]
Elmi, Zeinab [1 ]
Lau, Yui-yip [2 ]
Borowska-Stefanska, Marta [3 ]
Wisniewski, Szymon [3 ]
Dulebenets, Maxim A. [1 ]
机构
[1] Florida A&M Univ Florida State Univ FAMU FSU Coll, Dept Civil & Environm Engn, 2035 Paul Dirac Dr,Sliger Bldg,Suite 275, Tallahassee, FL 32310 USA
[2] Hong Kong Polytech Univ, Coll Profess & Continuing Educ, Div Business & Hospitality Management, Yau Ma Tei,Kowloon, 9 Hoi Ting Rd, Hong Kong, Peoples R China
[3] Univ Lodz, Fac Geog, Fac Geog Sci, PL-90142 Lodz, Poland
关键词
Blockchain; Artificial intelligence; Transportation systems; Automation; Reliability; Security; MARINE CONTAINER TERMINALS; ARTIFICIAL-INTELLIGENCE; AUTONOMOUS VEHICLES; SUPPLY CHAIN; CHALLENGES; MANAGEMENT; OPPORTUNITIES; NETWORKS; 6G; ALGORITHMS;
D O I
10.1016/j.vehcom.2022.100521
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The blockchain and artificial intelligence (AI) have been the focal point of innovations and received increasing attention of the community over the last years. The blockchain technology is a distributed ledger of reliable digital records that are shared by the participating networks. AI, on the other hand, and its applications have been used for developing futuristic machines that are capable of having human-like intelligence. The use of both technologies in transportation systems has seen a tremendous growth that resulted in transformation of the transportation industry. Various modes of transportation, such as new transit systems, metro rails, high-speed rails, connected and automated vehicles, autonomous trains, and other emerging transportation modes (hyperloop, e-scooters, hoverboards), still face many challenges, including but not limited to economic issues, energy efficiency, social adoption, data privacy, lack of regulatory standards, reliability, security, and ethical issues. The use of blockchain and AI technologies has the potential to fill the technology gaps in transportation systems and effectively address the existing challenges. The convergence of both technologies is likely to yield significant advantages and provide a common distributed platform for data sharing, reliability, and decision-making. The present study is focused on understanding both technologies and their convergence in various industrial domains with a specific emphasis on transportation systems. A detailed state-of-the-art review of the relevant literature is performed to identify the main advantages and challenges in the applications of blockchain and AI in transportation systems and other related domains along with the ways to overcome these challenges. This study also reveals some critical future research needs for successful development and implementation of these technologies in transportation systems.(c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页数:32
相关论文
共 50 条
  • [1] Exploring the Synergy: AI Enhancing Blockchain, Blockchain Empowering AI, and Their Convergence Across IoT Applications and Beyond
    Zuo, Yanjun
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (06): : 6171 - 6195
  • [2] Decentralizing construction AI applications using blockchain technology
    Adel, Kareem
    Elhakeem, Ahmed
    Marzouk, Mohamed
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 194
  • [3] Decentralizing construction AI applications using blockchain technology
    Adel, Kareem
    Elhakeem, Ahmed
    Marzouk, Mohamed
    Expert Systems with Applications, 2022, 194
  • [4] Convergence of Blockchain and IoT for Secure Transportation Systems in Smart Cities
    Abbas, Khizar
    Tawalbeh, Lo'Ai A.
    Rafiq, Ahsan
    Muthanna, Ammar
    Elgendy, Ibrahim A.
    Abd El-Latif, Ahmed A.
    SECURITY AND COMMUNICATION NETWORKS, 2021, 2021
  • [5] Convergence of Blockchain, IoT, and AI
    Sandner, Philipp
    Gross, Jonas
    Richter, Robert
    FRONTIERS IN BLOCKCHAIN, 2020, 3
  • [6] Investigating the Suitability of Blockchain Technology for Public Transportation Systems
    Alhogail, Areej
    INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 4, INTELLISYS 2023, 2024, 825 : 361 - 378
  • [7] Blockchain for Intelligent Transportation Systems: Applications, Challenges, and Opportunities
    Das, Debashis
    Banerjee, Sourav
    Chatterjee, Pushpita
    Ghosh, Uttam
    Biswas, Utpal
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (21) : 18961 - 18970
  • [8] Convergence of Blockchain, IoT, and AI for Enhanced Traceability Systems: A Comprehensive Review
    Saidu, Yahaya
    Shuhidan, Shuhaida Mohamed
    Aliyu, Dahiru Adamu
    Aziz, Izzatdin Abdul
    Adamu, Shamsuddeen
    IEEE Access,
  • [9] Convergence of Blockchain, IoT, and AI for Enhanced Traceability Systems: A Comprehensive Review
    Saidu, Yahaya
    Shuhidan, Shuhaida Mohamed
    Aliyu, Dahiru Adamu
    Aziz, Izzatdin Abdul
    Adamu, Shamsuddeen
    IEEE ACCESS, 2025, 13 : 16838 - 16865
  • [10] Blockchain Technology for Intelligent Transportation Systems: A Systematic Literature Review
    Jabbar, Rateb
    Dhib, Eya
    Said, Ahmed Ben
    Krichen, Moez
    Fetais, Noora
    Zaidan, Esmat
    Barkaoui, Kamel
    IEEE ACCESS, 2022, 10 : 20995 - 21031