Trustworthy Digital Twins in the Industrial Internet of Things With Blockchain

被引:83
作者
Suhail, Sabah [1 ]
Hussain, Rasheed [2 ,3 ]
Jurdak, Raja [4 ]
Hong, Choong Seon [5 ]
机构
[1] Vienna Univ Econ & Business, Res Inst Cryptoecon Informat Syst & Operat Manage, A-1020 Vienna, Austria
[2] Univ Bristol, Smart Internet Lab, Bristol BS8 1UB, Avon, England
[3] Univ Bristol, Bristol Digital Futures Inst, Bristol BS8 1UB, Avon, England
[4] Queensland Univ Technol, Brisbane, Qld 4000, Australia
[5] Kyung Hee Univ, Yongin 17104, South Korea
关键词
Industrial Internet of Things; Blockchain; Distributed databases; Data models; Industries; Monitoring; Digital twin; Digital Twins (DTs); Industrial Internet of Things (IIoT); Sensors; Data security and trust; SECURITY;
D O I
10.1109/MIC.2021.3059320
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Industrial processes rely on sensory data for critical decision-making processes. Extracting actionable insights from the collected data calls for an infrastructure that can ensure the trustworthiness of data. To this end, we envision a blockchain-based framework for the Industrial Internet of Things (IIoT) to address the issues of data management and security. Once the data collected from trustworthy sources are recorded in the blockchain, product lifecycle events can be fed into data-driven systems for process monitoring, diagnostics, and optimized control. In this regard, we leverage digital twins (DTs) that can draw intelligent conclusions from the data by identifying the faults and recommending precautionary measures ahead of critical events. Furthermore, we discuss the integration of DTs and blockchain to target key challenges of disparate data repositories, untrustworthy data dissemination, and fault diagnosis. Finally, we identify outstanding challenges faced by the IIoT and future research directions while leveraging blockchain and DTs.
引用
收藏
页码:58 / 67
页数:10
相关论文
共 20 条
[1]  
[Anonymous], 2020, Hyperledger sawtooth architecture guide
[2]  
[Anonymous], 2017, Byteball: A decentralized system for storage and transfer of value whitepaper
[3]   Securing the Internet of Things in a Quantum World [J].
Cheng, Chi ;
Lu, Rongxing ;
Petzoldt, Albrecht ;
Takagi, Tsuyoshi .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (02) :116-120
[4]  
Deloitte, 2019, CONT INT SUPPL CHAIN
[5]   Tree-Chain: A Fast Lightweight Consensus Algorithm for IoT Applications [J].
Dorri, Ali ;
Jurdak, Raja .
PROCEEDINGS OF THE 2020 IEEE 45TH CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN 2020), 2020, :369-372
[6]   LSB: A Lightweight Scalable Blockchain for IoT security and anonymity [J].
Dorri, Ali ;
Kanhere, Salil S. ;
Jurdak, Raja ;
Gauravaram, Praveen .
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 134 :180-197
[7]   MOF-BC: A memory optimized and flexible blockchain for large scale networks [J].
Dorri, Ali ;
Kanhere, Salil S. ;
Jurdak, Raja .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 92 :357-373
[8]   Quantum computers put blockchain security at risk [J].
Fedorov, Aleksey K. ;
Kiktenko, Evgeniy O. ;
Lvovsky, Alexander I. .
NATURE, 2018, 563 (7732) :465-467
[9]   Smart manufacturing must embrace big data [J].
Kusiak, Andrew .
NATURE, 2017, 544 (7648) :23-25
[10]  
LeMahieu C., 2018, CISC VIS NETW IND GL