Cloud manufacturing: latest advancements and future trends

Abstract Cloud manufacturing as a new manufacturing paradigm has been attracted a large amount of research interest. More than eight hundred papers have been published on cloud manufacturing. Several review articles have been published, and the latest paper that presented the overall research status of cloud manufacturing was published online in April 2015. However, during the past more than two years, many new papers have been published. In order to speed up research on cloud manufacturing and provide insights to future research, this paper presents the latest research advancements of cloud manufacturing and identifies future trends in this particular area.

[1]  Xifan Yao,et al.  Correlation-aware QoS modeling and manufacturing cloud service composition , 2017, J. Intell. Manuf..

[2]  Lakshman S. Thakur,et al.  A big data MapReduce framework for fault diagnosis in cloud-based manufacturing , 2016 .

[3]  Yingfeng Zhang,et al.  Task-driven manufacturing cloud service proactive discovery and optimal configuration method , 2016 .

[4]  Xifan Yao,et al.  A hybrid artificial bee colony algorithm for optimal selection of QoS-based cloud manufacturing service composition , 2017 .

[5]  Boonserm Kulvatunyou,et al.  Business Process Model Life-Cycle Management in Cloud Manufacturing , 2017 .

[6]  Ray Y. Zhong,et al.  Visualization of RFID-enabled shopfloor logistics Big Data in Cloud Manufacturing , 2015, The International Journal of Advanced Manufacturing Technology.

[7]  Haiping Zhu,et al.  Cloud Service Platform for Big Data of Manufacturing , 2013 .

[8]  Philip Moore,et al.  Cloud manufacturing – a critical review of recent development and future trends , 2017, Int. J. Comput. Integr. Manuf..

[9]  Fei Tao,et al.  SDMSim: A manufacturing service supply–demand matching simulator under cloud environment , 2017 .

[10]  Laurence T. Yang,et al.  Subtask Scheduling for Distributed Robots in Cloud Manufacturing , 2017, IEEE Systems Journal.

[11]  Lihui Wang,et al.  Ubiquitous manufacturing system based on Cloud , 2017 .

[12]  Yuanping Xu,et al.  An integrated solution—KAGFM for mass customization in customer-oriented product design under cloud manufacturing environment , 2016 .

[13]  Tao Peng,et al.  Operation Mode Study in Cloud Manufacturing Ecosystem , 2017 .

[14]  Lihui Wang,et al.  An IoT-enabled Real-time Machine Status Monitoring Approach for Cloud Manufacturing , 2017 .

[15]  Chen Yang,et al.  IoT-enabled dynamic service selection across multiple manufacturing clouds , 2016 .

[16]  Xianbin Wang,et al.  A hybrid framework for integrating multiple manufacturing clouds , 2015, The International Journal of Advanced Manufacturing Technology.

[17]  Fei Tao,et al.  Energy-Aware Material Selection for Product With Multicomponent Under Cloud Environment , 2017, J. Comput. Inf. Sci. Eng..

[18]  George Q. Huang,et al.  IoT-based real-time production logistics synchronization system under smart cloud manufacturing , 2016 .

[19]  Dechen Zhan,et al.  Cloud manufacturing service composition based on QoS with geo-perspective transportation using an improved Artificial Bee Colony optimisation algorithm , 2015 .

[20]  Lin Zhang,et al.  Agent-based simulation platform for cloud manufacturing , 2017, Int. J. Model. Simul. Sci. Comput..

[21]  Duc Truong Pham,et al.  Dynamic Modeling of Manufacturing Equipment Capability Using Condition Information in Cloud Manufacturing , 2015 .

[22]  Adamantios Koumpis,et al.  User-centred cloud service adaptation: an adaptation framework for cloud services to enhance user experience , 2017, Int. J. Comput. Integr. Manuf..

[23]  Dazhong Wu,et al.  Cloud manufacturing: Strategic vision and state-of-the-art☆ , 2013 .

[24]  Xianbin Wang,et al.  Towards product customization and personalization in IoT-enabled cloud manufacturing , 2017, Cluster Computing.

[25]  Yanlong Cao,et al.  Multivariate process capability evaluation of cloud manufacturing resource based on intuitionistic fuzzy set , 2015, The International Journal of Advanced Manufacturing Technology.

[26]  Lei Ren,et al.  Customized production based on distributed 3D printing services in cloud manufacturing , 2016 .

[27]  Lihui Wang,et al.  Semantic Framework for Predictive Maintenance in a Cloud Environment , 2017 .

[28]  Tao Peng,et al.  Resource Utilization in Cloud Manufacturing - An Energy Perspective , 2015, APMS.

[29]  Mahmoud Houshmand,et al.  Cloud-Based Global Supply Chain: A Conceptual Model and Multilayer Architecture , 2015 .

[30]  Ling Kang,et al.  Resource allocation model in cloud manufacturing , 2016 .

[31]  Ray Y. Zhong,et al.  Workload-based multi-task scheduling in cloud manufacturing , 2017 .

[32]  Sun Hur,et al.  Probabilistic Graphical Framework for Estimating Collaboration Levels in Cloud Manufacturing , 2017 .

[33]  Bin Xu,et al.  A fuzzy operator based bat algorithm for cloud service composition , 2016, Int. J. Wirel. Mob. Comput..

[34]  Dimitris Mourtzis,et al.  Cloud-Based Adaptive Shop-Floor Scheduling Considering Machine Tool Availability , 2015 .

[35]  Lihui Wang,et al.  Adaptive Robot Control as a Service in Cloud Manufacturing , 2015 .

[36]  Fei Tao,et al.  Multi-centric management and optimized allocation of manufacturing resource and capability in cloud manufacturing system , 2017 .

[37]  Yongkui Liu,et al.  Industry 4.0 and Cloud Manufacturing: A Comparative Analysis , 2017 .

[38]  Yao Wang,et al.  Cloud manufacturing resources fuzzy classification based on genetic simulated annealing algorithm , 2017 .

[39]  Fei Tao,et al.  An Extensible Model for Multitask-Oriented Service Composition and Scheduling in Cloud Manufacturing , 2016, Journal of Computing and Information Science in Engineering.

[40]  Xiaoqing Frank Liu,et al.  Cyber-physical manufacturing cloud: Architecture, virtualization, communication, and testbed , 2017 .

[41]  Zhang Shua Resource selection method based on workflow in cloud manufacturing , 2015 .

[42]  Lihui Wang,et al.  FEATURE-BASED ADAPTIVE MANUFACTURING EQUIPMENT CONTROL FOR CLOUD ENVIRONMENTS , 2016 .

[43]  Dirk Schaefer,et al.  Interoperability as a Key Enabler for Manufacturing in the Cloud , 2016 .

[44]  Lihui Wang,et al.  Function Block-Based Integration Mechanisms for Adaptive and Flexible Cloud Manufacturing , 2015 .

[45]  Yixiong Feng,et al.  A Hybrid Energy-Aware Resource Allocation Approach in Cloud Manufacturing Environment , 2017, IEEE Access.

[46]  Lin Zhang,et al.  3D Printing in Cloud Manufacturing: Model and Platform Design , 2016 .

[47]  Dimitris Mourtzis,et al.  Selection and Peer-review under Responsibility of the International Scientific Committee of " 9th Cirp Icme Conference " Cloud-based Integrated Shop-floor Planning and Control of Manufacturing Operations for Mass Customisation , 2022 .

[48]  Yuan Cheng,et al.  Common intelligent semantic matching engines of cloud manufacturing service based on OWL-S , 2015, The International Journal of Advanced Manufacturing Technology.

[49]  Yixiong Feng,et al.  A fuzzy QoS-aware resource service selection considering design preference in cloud manufacturing system , 2016 .

[50]  Peter Butala,et al.  Decentralised network architecture for cloud manufacturing , 2017, Int. J. Comput. Integr. Manuf..

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

[52]  Fei Tao,et al.  A trust evaluation model towards cloud manufacturing , 2016 .

[53]  Sarah Sharples,et al.  Manufacturing in the cloud: A human factors perspective , 2016 .

[54]  Lei Ren,et al.  Cloud-Based Intelligent User Interface for Cloud Manufacturing: Model, Technology, and Application , 2015 .

[55]  Jeff Morgan,et al.  Enabling a ubiquitous and cloud manufacturing foundation with field-level service-oriented architecture , 2017, Int. J. Comput. Integr. Manuf..

[56]  Xun Xu,et al.  Computer-Integrated Manufacturing, Cyber-Physical Systems and Cloud Manufacturing – Concepts and relationships , 2015 .

[57]  Fei Tao,et al.  Resource service sharing in cloud manufacturing based on the Gale–Shapley algorithm: advantages and challenge , 2017, Int. J. Comput. Integr. Manuf..

[58]  Wei Guo,et al.  Dynamic Pricing in Cloud Manufacturing Systems under Combined Effects of Consumer Structure, Negotiation, and Demand , 2017 .

[59]  Liang Gao,et al.  Cloud manufacturing in China: a literature survey , 2014, Int. J. Manuf. Res..

[60]  Yongkui Liu,et al.  Manufacturing Service Management in Cloud Manufacturing: Overview and Future Research Directions , 2015 .

[61]  Jitesh H. Panchal,et al.  Resource allocation in cloud-based design and manufacturing: A mechanism design approach , 2017 .

[62]  Omid Fatahi Valilai,et al.  Development of a Novel Solution to Enable Integration and Interoperability for Cloud Manufacturing , 2016 .

[63]  Jing Zhang,et al.  Research on cloud manufacturing service discovery based on latent semantic preference about OWL-S , 2017, Int. J. Comput. Integr. Manuf..

[64]  Xun Xu,et al.  Process and Production Planning in a Cloud Manufacturing Environment , 2015 .

[65]  Feng Li,et al.  A clustering network-based approach to service composition in cloud manufacturing , 2017, Int. J. Comput. Integr. Manuf..

[66]  Wu He,et al.  A state-of-the-art survey of cloud manufacturing , 2015, Int. J. Comput. Integr. Manuf..

[67]  Gang Liu,et al.  A Cloud-Based Framework for Lean Maintenance, Repair, and Overhaul of Complex Equipment , 2015 .

[68]  Omid Fatahi Valilai,et al.  A Novel Solution for Manufacturing Interoperability Fulfillment using Interoperability Service Providers , 2017 .

[69]  Lei Ren,et al.  An Optimal Allocation Method for Virtual Resource Considering Variable Metrics of Cloud Manufacturing Service , 2015 .

[70]  Xifan Yao,et al.  Multi-objective Optimization of Cloud Manufacturing Service Composition with Cloud-Entropy Enhanced Genetic Algorithm , 2016 .

[71]  Jin Wang,et al.  Game Theory Based Real‐Time Shop Floor Scheduling Strategy and Method for Cloud Manufacturing , 2017, Int. J. Intell. Syst..

[72]  Liang Guo,et al.  Agent-based manufacturing service discovery method for cloud manufacturing , 2015, The International Journal of Advanced Manufacturing Technology.

[73]  Alessandra Caggiano,et al.  Cloud Manufacturing Framework for Smart Monitoring of Machining , 2016 .

[74]  Fazhi He,et al.  Customized Encryption of Computer Aided Design Models for Collaboration in Cloud Manufacturing Environment , 2015 .

[75]  Li-Nan Zhu,et al.  Service-evaluation-based resource selection for cloud manufacturing , 2016, Concurr. Eng. Res. Appl..

[76]  Dieter Roller,et al.  Abstract API for 3D printing hardware and software resources , 2017 .

[77]  Ihab Ragai,et al.  Remote equipment security in cloud manufacturing systems , 2016, Int. J. Manuf. Res..

[78]  Xun Xu,et al.  A system framework for OKP product planning in a cloud-based design environment , 2017 .

[79]  Kim-Kwang Raymond Choo,et al.  Cloud Manufacturing: Security, Privacy, and Forensic Concerns , 2016, IEEE Cloud Computing.

[80]  Wen Sheng Xu,et al.  Research on Mass Manufacturing Resource Sensory Data Management Based on Hadoop , 2016 .

[81]  Ray Y. Zhong,et al.  Analytical target cascading for optimal configuration of cloud manufacturing services , 2017 .

[82]  Dimitris Mourtzis,et al.  A Cloud-based Approach for Maintenance of Machine Tools and Equipment Based on Shop-floor Monitoring☆ , 2016 .

[83]  Robert X. Gao,et al.  A new paradigm of cloud-based predictive maintenance for intelligent manufacturing , 2015, Journal of Intelligent Manufacturing.

[84]  Xuemei Jiang,et al.  Multi-Tenant Access Control Model for Cloud Manufacturing , 2017 .

[85]  Xuemei Jiang,et al.  Dynamic and unified modelling of sustainable manufacturing capability for industrial robots in cloud manufacturing , 2017 .

[86]  W. Art Chaovalitwongse,et al.  Manufacturing Resource Modeling for Cloud Manufacturing , 2017, Int. J. Intell. Syst..

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

[88]  Xifan Yao,et al.  Hybrid teaching–learning-based optimization of correlation-aware service composition in cloud manufacturing , 2017 .

[89]  Fei Liu,et al.  A trust estimation method of machine tool resources in the cloud environment , 2017 .

[90]  Yang Cao,et al.  A TQCS-based service selection and scheduling strategy in cloud manufacturing , 2016 .