区块链技术综述：在下一代智能制造中的应用

doi:10.11959/j.issn.2096-6652.202248

摘要/Abstract

摘要：

在我国制造业企业推进数字化转型的进程中，区块链技术引起了研究人员的广泛关注。总结了区块链技术国内外整体研究进展，给出了区块链技术在食品、军工产品供应链追踪和质量管理以及云制造等智能制造领域的应用案例。就区块链的存储问题、可扩展性问题、算力消耗问题和安全隐私问题提出了区块链与智能制造融合应用的建议，以期为后续的研究者提供有价值的研究思路。

关键词: 智能制造, 区块链, 供应链, 共识机制

Abstract:

In the process of promoting digital transformation of Chinese manufacturing enterprises, block chain technology has attracted extensive attention of researchers.The overall research progress domestically and abroad in the field of block chain technology was concluded.The recent researches on block chain technology in manufacturing process of food and military products, cloud manufacturing and other fields were summarized.The future path of combining block chain technology with intelligent manufacturing was predicted from 4 aspects: storage problem, scalability problem, computational power waste problem, security and privacy problem, aiming to provide valuable research ideas for further researchers.

Key words: intelligent manufacturing, block chain, supply chain, consensus mechanism

中图分类号:

TP393

林知微, 张嵩川, 王成吉, 等. 区块链技术综述：在下一代智能制造中的应用[J]. 智能科学与技术学报, 2023, 5(2): 200-211.

Zhiwei LIN, Songchuan ZHANG, Chengji WANG, et al. A survey on application of block chain in next generation intelligent manufacturing[J]. Chinese Journal of Intelligent Science and Technology, 2023, 5(2): 200-211.

图/表 5

参考文献 63

[1]	曹傧, 林亮, 李云 ,等. 区块链研究综述[J]. 重庆邮电大学学报(自然科学版), 2020,32(1): 1-14.
	CAO B , LIN L , LI Y ,et al. Review of blockchain research[J]. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 2020,32(1): 1-14.
[2]	NAKAMOTO S . Bitcoin:a peer-to-peer electronic cash system[Z]. 2008.
[3]	VITALIK B . Ethereum:a next-generation smart contract and decentralized application platform[Z]. 2014.
[4]	LINNHOFF-POPIEN C , SCHNEIDER R , ZADDACH M . Digital marketplaces unleashed[M]. Heidelberg: Springer, 2018.
[5]	MAESA DD F , MORI P . Blockchain 3.0 applications survey[J]. Journal of Parallel and Distributed Computing, 2020,138: 99-114.
[6]	LINUX FOUNDATION X . Blockchain for business:an introduction to Hyperledger technologies[Z]. 2019.
[7]	ANDROULAKI E , BARGER A , BORTNIKOV V ,et al. Hyperledger Fabric:a distributed operating system for permissioned blockchains[C]// Proceedings of the 13th EuroSys Conference.[S.l.:s.n.], 2018: 1-15.
[8]	周珍妮, 陈碧荣 . Web3.0——全新的互联网时代[J]. 科技广场, 2008(7): 235-237.
	ZHOU Z N , CHEN B R . Web3.0—a new age of Internet[J]. Science Mosaic, 2008(7): 235-237.
[9]	LI R N , SONG T Y , MEI B ,et al. Blockchain for large-scale internet of things data storage and protection[J]. IEEE Transactions on Services Computing, 2019,12(5): 762-771.
[10]	GUéGAN D . Blockchain versus private blockchain[J]. Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers), 2017.
[11]	FERDOUS M S . A survey of consensus algorithms in public blockchain systems for crypto-currencies[J]. Journal of Network and Computer Applications, 2021,182.
[12]	LAI R , LEE KUO CHUEN D . Blockchain-from public to private[M]. Handbook of block chain,digital finance,and inclusion. Amsterdam: Elsevier, 2018: 145-177.
[13]	PAHLAJANI S , KSHIRSAGAR A , PACHGHARE V . Survey on private blockchain consensus algorithms[C]// Proceedings of 2019 1st International Conference on Innovations in Information and Communication Technology. Piscataway:IEEE Press, 2019: 1-6.
[14]	DIB O , BROUSMICHE K L , DURAND A ,et al. Consortium blockchains:overview,applications and challenges[J]. International Journal on Advances in Telecommunications, 2018,11(1＆2): 51-64.
[15]	WANG Y H , CAI S B , LIN C L ,et al. Study of blockchains's consensus mechanism based on credit[J]. IEEE Access, 7: 10224-10231.
[16]	ZHANG C Q , WU C S , WANG X Y . Overview of blockchain consensus mechanism[C]// Proceedings of the 2020 2nd International Conference on Big Data Engineering. New York:Association for Computing Machinery, 2020: 7-12.
[17]	SCHMIDT D Delegated proof of stake[Z]. 2020.
[18]	顾颐菲 . 基于EOS平台和面向服务架构的OA系统的构建[D]. 上海:复旦大学, 2010.
	GU Y F . Construction of OA system based on EOS platform and service-oriented architecture[D]. Shanghai:Fudan University, 2010.
[19]	LI C , PALANISAMY B . Comparison of decentralization in DPoS and PoW blockchains[C]// Proceedings of International Conference on Blockchain. Cham:Springer, 2020: 18-32.
[20]	KIM M , KIM Y . Development of IoT device management system using blockchain DPoS consensus algorithm[J]. Journal of IKEEE, 2019,23(2): 508-516.
[21]	SUKHWANI H , MARTINEZ J M , CHANG X ,et al. Performance modeling of PBFT consensus process for permissioned blockchain network (Hyperledger Fabric)[C]// Proceedings of 2017 IEEE 36th Symposium on Reliable Distributed Systems. Piscataway:IEEE Press, 2017: 253-255.
[22]	CRAIN T , GRAMOLI V , LARREA M ,et al. DBFT:efficient leaderless Byzantine consensus and its application to blockchains[C]// ceedings of 2018 IEEE 17th International Symposium on Network Computing and Applications. Piscataway:IEEE Press, 2018: 1-8.
[23]	方维维, 王子岳, 宋慧丽 ,等. 一种面向区块链的优化PBFT共识算法[J]. 北京交通大学学报, 2019,43(5): 58-64.
	FANG W W , WANG Z Y , SONG H L ,et al. An optimized PBFT consensus algorithm for blockchain[J]. Journal of Beijing JiaoTong University, 2019,43(5): 58-64.
[24]	ONGARO D , OUSTERHOUT J . In search of an understandable consensus algorithm[C]// Proceedings of 2014 USENIX Annual Technical Conference.[S.l.:s.n.], 2014: 305-319.
[25]	GOLAN GUETA G , ABRAHAM I , GROSSMAN S ,et al. SBFT:a scalable and decentralized trust infrastructure[C]// Proceedings of 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. Piscataway:IEEE Press, 2019: 568-580.
[26]	WANG S , YUAN Y , WANG X ,et al. An overview of smart contract:architecture,applications,and future trends[C]// Proceedings of 2018 IEEE Intelligent Vehicles Symposium. Piscataway:IEEE Press, 2018: 108-113.
[27]	NASIR Q , QASSE I A , ABU TALIB M ,et al. Performance analysis of Hyperledger Fabric platforms[J]. Security and Communication Networks, 2018.
[28]	袁勇, 王飞跃 . 区块链技术发展现状与展望[J]. 自动化学报, 2016,42(4): 481-494.
	YUAN Y , WANG F Y . Blockchain:the state of the art and future trends[J]. Acta Automatica Sinica, 2016,42(4): 481-494.
[29]	MOHANTA B K , PANDA S S , JENA D . An overview of smart contract and use cases in blockchain technology[C]// Proceedings of 2018 9th International Conference on Computing,Communication and Networking Technologies. Piscataway:IEEE Press, 2018: 1-4.
[30]	ZHANG R , XUE R , LIU L . Security and privacy on blockchain[J]. ACM Computing Surveys, 2020,52(3): 1-34.
[31]	SAAD M , SPAULDING J , NJILLA L ,et al. Exploring the attack surface of blockchain:a comprehensive survey[J]. IEEE Communications Surveys ＆ Tutorials, 2020,22(3): 1977-2008.
[32]	GUO H Q , YU X J . A survey on blockchain technology and its security[J]. BlockChain:Research and Applications, 2022,3(2): 102-116.
[33]	LI X Q , JIANG P , CHEN T ,et al. A survey on the security of blockchain systems[J]. Future Generation Computer Systems, 2020,107: 841-853.
[34]	TSANKOV P , DAN A , DRACHSLER-COHEN D ,et al. Securify:practical security analysis of smart contracts[C]// Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. New York:ACM Press, 2018: 67-82.
[35]	SIDDIQUI S T , AHMAD R , SHUAIB M ,et al. Blockchain security threats,attacks and countermeasures[C]// Proceedings of Ambient Communications and Computer Systems.[S.l.:s.n.], 2020: 51-62.
[36]	ZHANG R , XUE R , LIU L . Security and privacy on blockchain[J]. ACM Computing Surveys, 2020,52(3): 1-34.
[37]	HENRY R , HERZBERG A , KATE A . Blockchain access privacy:challenges and directions[J]. IEEE Security ＆ Privacy, 2018,16(4): 38-45.
[38]	MOHANTA B K . Blockchain technology:a survey on applications and security privacy Challenges[J]. Internet of Things, 2019,8.
[39]	GOLDREICH O , OREN Y . Definitions and properties of zeroknowledge proof systems[J]. Journal of Cryptology, 1994,7(1): 1-32.
[40]	KOSBA A , MILLER A , SHI E ,et al. Hawk:the blockchain model of cryptography and privacy-preserving smart contracts[C]// Proceedings of 2016 IEEE Symposium on Security and Privacy. Piscataway:IEEE Press, 2016: 839-858.
[41]	BOWE S , CHIESA A , GREEN M ,et al. ZEXE:enabling decentralized private computation[C]// Proceedings of 2020 IEEE Symposium on Security and Privacy. Piscataway:IEEE Press, 2020: 947-964.
[42]	RIVEST R L , SHAMIR A , ADLEMAN L . A method for obtaining digital signatures and public-key cryptosystems[J]. Communications of the ACM, 1978,21(2): 120-126.
[43]	FUJISAKI E , SUZUKI K . Traceable ring signature[C]// Proceedings of International Workshop on Public Key Cryptography. Heidelberg:Springer, 2007: 181-200.
[44]	王飞跃, 高彦臣, 商秀芹 ,等. 平行制造与工业5.0:从虚拟制造到智能制造[J]. 科技导报, 2018,36(21): 10-22.
	WANG F Y , GAO Y C , SHANG X Q ,et al. Parallel manufacturing and industries 5.0:from virtual manufacturing to intelligent manufacturing[J]. Science ＆ Technology Review, 2018,36(21): 10-22.
[45]	ZHANG Q , LIAO B Y , YANG S L . Application of blockchain in the field of intelligent manufacturing:theoretical basis,realistic plights,and development suggestions[J]. Frontiers of Engineering Management, 2020,7(4): 578-591.
[46]	KORPELA K , HALLIKAS J , DAHLBERG T . Digital supply chain transformation toward blockchain integration[C]// Proceedings of the 50th Hawaii International Conference on System Sciences.[S.l.:s.n.], 2017.
[47]	SABERI S , KOUHIZADEH M , SARKIS J ,et al. Blockchain technology and its relationships to sustainable supply chain management[J]. International Journal of Production Research, 2019,57(7): 2117-2135.
[48]	KOUHIZADEH M , SABERI S , SARKIS J . Blockchain technology and the sustainable supply chain:theoretically exploring adoption barriers[J]. International Journal of Production Economics, 2021,231.
[49]	TSANG Y P , CHOY K L , WU C H ,et al. Blockchain-driven IoT for food traceability with an integrated consensus mechanism[J]. IEEE Access, 2019,7(1): 129000-129017.
[50]	ASUNCION F , BRINCKMAN A , COLE D ,et al. Connecting supplier and DoD blockchains for transparent part tracking[J]. BlockChain:Research and Applications, 2021,2(3): 17-30.
[51]	DEEPA N , PHAM Q V , NGUYEN D C ,et al. A survey on blockchain for big data:approaches,opportunities,and future directions[J]. Future Generation Computer Systems, 2022,131: 209-226.
[52]	KARAFILOSKI E , MISHEV A . Blockchain solutions for big data challenges:a literature review[C]// Proceedings of IEEE EUROCON 2017 17th International Conference on Smart Technologies. Piscataway:IEEE Press, 2017: 763-768.
[53]	LI Y , HUANG J Q , QIN S Z ,et al. Big data model of security sharing based on blockchain[C]// Proceedings of 2017 3rd International Conference on Big Data Computing and Communications. Piscataway:IEEE Press, 2017: 117-121.
[54]	CHEN H F , WU H L , CHANG C C ,et al. Light repository blockchain system with multisecret sharing for industrial big data[J]. Security and Communication Networks, 2019.
[55]	XU C H , WANG K , LI P ,et al. Making big data open in edges:a resource-efficient blockchain-based approach[J]. IEEE Transactions on Parallel and Distributed Systems, 2019,30(4): 870-882.
[56]	XU X . From cloud computing to cloud manufacturing[J]. Robotics and Computer-Integrated Manufacturing, 2012,28(1): 75-86.
[57]	LI Z , BARENJI A V , HUANG G Q . Toward a blockchain cloud manufacturing system as a peer to peer distributed network platform[J]. Robotics and Computer-Integrated Manufacturing, 2018,54: 133-144.
[58]	AGHAMOHAMMADZADEH E , FATAHI VALILAI O . A novel cloud manufacturing service composition platform enabled by blockchain technology[J]. International Journal of Production Research, 2020,58(17): 5280-5298.
[59]	WANG B N , WANG P , TU Y L . Customer satisfaction service match and service quality-based blockchain cloud manufacturing[J]. International Journal of Production Economics, 2021,240: 1-13.
[60]	CHENG J F , CHEN W H , TAO F ,et al. Industrial IoT in 5G environment towards smart manufacturing[J]. Journal of Industrial Information Integration, 2018,10: 10-19.
[61]	MISTRY I , TANWAR S , TYAGI S ,et al. Blockchain for 5G-enabled IoT for industrial automation:a systematic review,solutions,and challenges[J]. Mechanical Systems and Signal Processing, 2020,135:106382.
[62]	YU C Y , JIANG X L , YU S Q ,et al. Blockchain-based shared manufacturing in support of cyber physical systems:concept,framework,and operation[J]. Robotics and Computer-Integrated Manufacturing, 2020,64:101931.
[63]	QASSE I A , TALIB M A , NASIR Q . Inter blockchain communication:a survey[C]// Proceedings of the ArabWIC 6th Annual International Conference Research Track.[S.l.:s.n.], 2019: 1-6.