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

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.

[1]  Suresh Chalasani,et al.  Data Architectures for RFID Transactions , 2007, IEEE Transactions on Industrial Informatics.

[2]  Lida Xu,et al.  IoT-Based Smart Rehabilitation System , 2014, IEEE Transactions on Industrial Informatics.

[3]  Xi Vincent Wang,et al.  DIMP: an interoperable solution for software integration and product data exchange , 2012, Enterp. Inf. Syst..

[4]  Amardeo Sarma,et al.  Identities in the Future Internet of Things , 2009, Wirel. Pers. Commun..

[5]  Lei Ren,et al.  Cloud manufacturing: a new manufacturing paradigm , 2014, Enterp. Inf. Syst..

[6]  Kenneth R. Walsh,et al.  Analyzing the application ASP concept: technologies, economies, and strategies , 2003, CACM.

[7]  Ram L. Kumar,et al.  A theory of application service provider (ASP) use from a client perspective , 2004, Inf. Manag..

[8]  Antonio Iera,et al.  The Social Internet of Things (SIoT) - When social networks meet the Internet of Things: Concept, architecture and network characterization , 2012, Comput. Networks.

[9]  Parag Vichare,et al.  Strategic advantages of interoperability for global manufacturing using CNC technology , 2008 .

[10]  Alan D. Smith,et al.  Application service providers (ASP): moving downstream to enhance competitive advantage , 2002, Inf. Manag. Comput. Secur..

[11]  Huansheng Ning,et al.  Future Internet of Things Architecture: Like Mankind Neural System or Social Organization Framework? , 2011, IEEE Communications Letters.

[12]  Huilong Duan,et al.  Data configurations in railway signalling engineering - an application of enterprise systems techniques , 2013, Enterp. Inf. Syst..

[13]  Jihong Liu,et al.  An efficient and flexible web services-based multidisciplinary design optimisation framework for complex engineering systems , 2012, Enterp. Inf. Syst..

[14]  Jaydip Sen,et al.  Internet of Things - Applications and Challenges in Technology and Standardization , 2011 .

[15]  Dazhong Wu,et al.  TOWARDS A CLOUD-BASED DESIGN AND MANUFACTURING PARADIGM: LOOKING BACKWARD, LOOKING FORWARD , 2012 .

[16]  Fei Tao,et al.  A chaos control optimal algorithm for QoS-based service composition selection in cloud manufacturing system , 2014, Enterp. Inf. Syst..

[17]  Lei Ren,et al.  Cloud manufacturing: from concept to practice , 2015, Enterp. Inf. Syst..

[18]  Kai Pan,et al.  Public and expert collaborative evaluation model and algorithm for enterprise knowledge , 2013, Enterp. Inf. Syst..

[19]  J. Aurich,et al.  Life Cycle Management of Industrial Product-Service Systems , 2007 .

[20]  Angappa Gunasekaran,et al.  Agile manufacturing: A framework for research and development , 1999 .

[21]  Andrew Y. C. Nee,et al.  A review of the application of grid technology in manufacturing , 2011 .

[22]  Lihui Wang,et al.  Machine availability monitoring and machining process planning towards Cloud manufacturing , 2013 .

[23]  Anne James,et al.  Challenges for Database Management in the Internet of Things , 2009 .

[24]  François Jammes,et al.  Service-oriented paradigms in industrial automation , 2005, IEEE Transactions on Industrial Informatics.

[25]  Li D. Xu,et al.  Introduction: Systems Science in Industrial Sectors , 2013 .

[26]  Günter Schäfer,et al.  Credential Management for Automatic Identification Solutions in Supply Chain Management , 2008, IEEE Transactions on Industrial Informatics.

[27]  Fei Tao,et al.  Resource service optimal-selection based on intuitionistic fuzzy set and non-functionality QoS in manufacturing grid system , 2010, Knowledge and Information Systems.

[28]  Dingwei Wang,et al.  A heuristic genetic algorithm for subcontractor selection in a global manufacturing environment , 2001, IEEE Trans. Syst. Man Cybern. Syst..

[29]  Leslie P. Willcocks,et al.  Exploring ASP as sourcing strategy: theoretical perspectives, propositions for practice , 2002, J. Strateg. Inf. Syst..

[30]  Luca Benini,et al.  Distributed Compressive Sampling for Lifetime Optimization in Dense Wireless Sensor Networks , 2012, IEEE Transactions on Industrial Informatics.

[31]  Luigi Palopoli,et al.  Scalable Offline Optimization of Industrial Wireless Sensor Networks , 2011, IEEE Transactions on Industrial Informatics.

[32]  Maurizio Rebaudengo,et al.  A Fair and High Throughput Reader-to-Reader Anticollision Protocol in Dense RFID Networks , 2012, IEEE Transactions on Industrial Informatics.

[33]  Lida Xu,et al.  An Integrated Approach to Snowmelt Flood Forecasting in Water Resource Management , 2014, IEEE Transactions on Industrial Informatics.

[34]  M. Victoria Bueno-Delgado,et al.  Multiframe Maximum-Likelihood Tag Estimation for RFID Anticollision Protocols , 2011, IEEE Transactions on Industrial Informatics.

[35]  Okyay Kaynak,et al.  Oil well diagnosis by sensing terminal characteristics of the induction motor , 2000, IEEE Trans. Ind. Electron..

[36]  Qingquan Li,et al.  A GIS data model for landmark-based pedestrian navigation , 2012, Int. J. Geogr. Inf. Sci..

[37]  Wu He,et al.  Internet of Things in Industries: A Survey , 2014, IEEE Transactions on Industrial Informatics.

[38]  Choon Seong Leem,et al.  Development of certification and audit processes of application service provider for IT outsourcing , 2004 .

[39]  Li D. Xu Information architecture for supply chain quality management , 2011 .

[40]  Fei Tao,et al.  Application and modeling of resource service trust-QoS evaluation in manufacturing grid system , 2009 .

[41]  Lida Xu,et al.  A Novel Architecture for Requirement-Oriented Participation Decision in Service Workflows , 2014, IEEE Transactions on Industrial Informatics.

[42]  Lida Xu,et al.  A New Approach for Compliance Checking in Service Workflows , 2014, IEEE Transactions on Industrial Informatics.

[43]  Fei Tao,et al.  Resource Service Composition and Its Optimal-Selection Based on Particle Swarm Optimization in Manufacturing Grid System , 2008, IEEE Transactions on Industrial Informatics.

[44]  TomasS anchez LopezDamith,et al.  An architecture framework for Smart Object systems , 2012 .

[45]  Jonathan Corney,et al.  A Product Configurator for Cloud Manufacturing , 2013 .

[46]  Wu He,et al.  Developing Vehicular Data Cloud Services in the IoT Environment , 2014, IEEE Transactions on Industrial Informatics.

[47]  A. Gunasekaran,et al.  Agile manufacturing: The drivers, concepts and attributes , 1999 .

[48]  George Q. Huang,et al.  Real-time work-in-progress management for smart object-enabled ubiquitous shop-floor environment , 2011, Int. J. Comput. Integr. Manuf..

[49]  Fei Tao,et al.  Research on manufacturing grid resource service optimal-selection and composition framework , 2012, Enterp. Inf. Syst..

[50]  Xiaozhu Chen,et al.  Enterprise systems in financial sector – an application in precious metal trading forecasting , 2013, Enterp. Inf. Syst..

[51]  Yong Chen,et al.  A System Framework of Security Management in Enterprise Systems , 2013 .

[52]  Cheng Wang,et al.  Applications integration in a hybrid cloud computing environment: modelling and platform , 2013, Enterp. Inf. Syst..

[53]  Jun-Der Leu,et al.  Investigation of the mediating effects of IT governance-value delivery on service quality and ERP performance , 2015, Enterp. Inf. Syst..

[54]  Fei Tao,et al.  Resource Service Optimal‐selection and Composition Framework , 2012 .

[55]  Fei Tao,et al.  CCIoT-CMfg: Cloud Computing and Internet of Things-Based Cloud Manufacturing Service System , 2014, IEEE Transactions on Industrial Informatics.

[56]  Wei Xu,et al.  A framework for service enterprise workflow simulation with multi-agents cooperation , 2013, Enterp. Inf. Syst..

[57]  Xun Xu,et al.  From cloud computing to cloud manufacturing , 2012 .

[58]  Lida Xu,et al.  Compressed Sensing Signal and Data Acquisition in Wireless Sensor Networks and Internet of Things , 2013, IEEE Transactions on Industrial Informatics.

[59]  Fei Tao,et al.  Cloud manufacturing: a computing and service-oriented manufacturing model , 2011 .

[60]  Ray Y. Zhong,et al.  RFID-enabled real-time manufacturing execution system for mass-customization production , 2013 .

[61]  Chetan S. Shukla,et al.  Virtual manufacturing: an overview , 1996 .

[62]  Lida Xu,et al.  Compliance Checking for Requirement-Oriented Service Workflow Interoperations , 2014, IEEE Transactions on Industrial Informatics.

[63]  Fei Tao,et al.  Internet of Things and BOM-Based Life Cycle Assessment of Energy-Saving and Emission-Reduction of Products , 2014, IEEE Transactions on Industrial Informatics.

[64]  L. Li Technology designed to combat fakes in the global supply chain , 2013 .

[65]  Lida Xu,et al.  The internet of things: a survey , 2014, Information Systems Frontiers.

[66]  Dazhong Wu,et al.  DISTRIBUTED COLLABORATIVE DESIGN AND MANUFACTURE IN THE CLOUD — MOTIVATION, INFRASTRUCTURE, AND EDUCATION , 2012 .

[67]  Weiming Shen,et al.  An agent-based service-oriented integration architecture for collaborative intelligent manufacturing , 2007 .

[68]  Qining Wang,et al.  Concept, Principle and Application of Dynamic Configuration for Intelligent Algorithms , 2014, IEEE Systems Journal.

[69]  Larisa Bulysheva,et al.  Enterprise systems in Russia: 1992–2012 , 2013, Enterp. Inf. Syst..

[70]  Damith Chinthana Ranasinghe,et al.  Adding sense to the Internet of Things , 2011, Personal and Ubiquitous Computing.

[71]  Mari Carmen Domingo,et al.  An overview of the Internet of Things for people with disabilities , 2012, J. Netw. Comput. Appl..

[72]  Fei Tao,et al.  Resource Service Management in Manufacturing Grid System: Tao/Resource , 2011 .

[73]  Lida Xu,et al.  Enterprise Systems: State-of-the-Art and Future Trends , 2011, IEEE Transactions on Industrial Informatics.

[74]  António Trigo,et al.  Using integrated information systems in supply chain management , 2015, Enterp. Inf. Syst..

[75]  Lida Xu,et al.  Internet of Things for Enterprise Systems of Modern Manufacturing , 2014, IEEE Transactions on Industrial Informatics.

[76]  Fei Tao,et al.  FC-PACO-RM: A Parallel Method for Service Composition Optimal-Selection in Cloud Manufacturing System , 2013, IEEE Transactions on Industrial Informatics.

[77]  Hao Yu,et al.  Advantages of Radial Basis Function Networks for Dynamic System Design , 2011, IEEE Transactions on Industrial Electronics.

[78]  Douglas H. Norrie,et al.  Agent-Based Systems for Intelligent Manufacturing: A State-of-the-Art Survey , 1999, Knowledge and Information Systems.

[79]  Lida Xu,et al.  Integration of hybrid wireless networks in cloud services oriented enterprise information systems , 2012, Enterp. Inf. Syst..

[80]  Fei Tao,et al.  Correlation-aware resource service composition and optimal-selection in manufacturing grid , 2010, Eur. J. Oper. Res..

[81]  Oliver Völker,et al.  Industrial Product-Service Systems (IPS2) , 2011 .

[82]  Qiang Chen,et al.  Design of a terminal solution for integration of in-home health care devices and services towards the Internet-of-Things , 2015, Enterp. Inf. Syst..