IoT-Based Intelligent Perception and Access of Manufacturing Resource Toward Cloud Manufacturing

被引:470
作者
Tao, Fei [1 ]
Zuo, Ying [1 ]
Xu, Li Da [2 ,3 ,4 ,5 ]
Zhang, Lin [1 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] Chinese Acad Sci, Inst Comp Technol, Beijing 100864, Peoples R China
[3] Shanghai Jiao Tong Univ, Shanghai 200030, Peoples R China
[4] Univ Sci & Technol China, Hefei 200240, Peoples R China
[5] Old Dominion Univ, Norfolk, VA 23529 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Access; cloud manufacturing (CMfg); intelligent perception; Internet of Things (IoT); manufacturing resource; manufacturing service; APPLICATION SERVICE PROVIDER; ENTERPRISE SYSTEMS; COMPLIANCE CHECKING; INTERNET; THINGS; ARCHITECTURE; MANAGEMENT; FRAMEWORK; OPTIMIZATION; INTEGRATION;
D O I
10.1109/TII.2014.2306397
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, cloud manufacturing (CMfg) as a new service-oriented manufacturing mode has been paid wide attention around the world. However, one of the key technologies for implementing CMfg is how to realize manufacturing resource intelligent perception and access. In order to achieve intelligent perception and access of various manufacturing resources, the applications of IoT technologies in CMfg has been investigated in this paper. The classification of manufacturing resources and services, as well as their relationships, are presented. A five-layered structure (i.e., resource layer, perception layer, network layer, service layer, and application layer) resource intelligent perception and access system based on IoT is designed and presented. The key technologies for intelligent perception and access of various resources (i.e., hard manufacturing resources, computational resources, and intellectual resources) in CMfg are described. A prototype application system is developed to valid the proposed method.
引用
收藏
页码:1547 / 1557
页数:11
相关论文
共 80 条
[31]   Compressed Sensing Signal and Data Acquisition in Wireless Sensor Networks and Internet of Things [J].
Li, Shancang ;
Xu, Li Da ;
Wang, Xinheng .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (04) :2177-2186
[32]   Integration of hybrid wireless networks in cloud services oriented enterprise information systems [J].
Li, Shancang ;
Xu, Lida ;
Wang, Xinheng ;
Wang, Jue .
ENTERPRISE INFORMATION SYSTEMS, 2012, 6 (02) :165-187
[33]   Adding sense to the Internet of Things An architecture framework for Smart Objective systems [J].
Lopez, Tomas Sanchez ;
Ranasinghe, Damith C. ;
Harrison, Mark ;
McFarlane, Duncan .
PERSONAL AND UBIQUITOUS COMPUTING, 2012, 16 (03) :291-308
[34]   Industrial Product-Service Systems-IPS2 [J].
Meier, H. ;
Roy, R. ;
Seliger, G. .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2010, 59 (02) :607-627
[35]   Strategic advantages of interoperability for global manufacturing using CNC technology [J].
Newman, S. T. ;
Nassehi, A. ;
Xu, X. W. ;
Rosso, R. S. U., Jr. ;
Wang, L. ;
Yusof, Y. ;
Ali, L. ;
Liu, R. ;
Zheng, L. Y. ;
Kumar, S. ;
Vichare, R. ;
Dhokia, V. .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2008, 24 (06) :699-708
[36]   Future Internet of Things Architecture: Like Mankind Neural System or Social Organization Framework? [J].
Ning, Huansheng ;
Wang, Ziou .
IEEE COMMUNICATIONS LETTERS, 2011, 15 (04) :461-463
[37]   Scalable Offline Optimization of Industrial Wireless Sensor Networks [J].
Palopoli, Luigi ;
Passerone, Roberto ;
Rizano, Tizar .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2011, 7 (02) :328-339
[38]   Design of a terminal solution for integration of in-home health care devices and services towards the Internet-of-Things [J].
Pang, Zhibo ;
Zheng, Lirong ;
Tian, Junzhe ;
Kao-Walter, Sharon ;
Dubrova, Elena ;
Chen, Qiang .
ENTERPRISE INFORMATION SYSTEMS, 2015, 9 (01) :86-116
[39]   Cloud manufacturing: from concept to practice [J].
Ren, Lei ;
Zhang, Lin ;
Tao, Fei ;
Zhao, Chun ;
Chai, Xudong ;
Zhao, Xinpei .
ENTERPRISE INFORMATION SYSTEMS, 2015, 9 (02) :186-209
[40]   Identities in the Future Internet of Things [J].
Sarma, Amardeo C. ;
Girao, Joao .
WIRELESS PERSONAL COMMUNICATIONS, 2009, 49 (03) :353-363