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Artificial Intelligence-Based Decision-Making Algorithms, Internet of Things Sensing Networks, and Deep Learning-Assisted Smart Process Management in Cyber-Physical Production Systems

Mihai Andronie, George Lăzăroiu, Mariana Iatagan, Cristian Uță, Roxana Ștefănescu, Mădălina Cocoșatu
2021 Electronics  
and flexibility, configuring the smart factory.  ...  With growing evidence of deep learning-assisted smart process planning, there is an essential demand for comprehending whether cyber-physical production systems (CPPSs) are adequate in managing complexity  ...  heterogeneous data-driven technologies in smart factory performance.  ... 
doi:10.3390/electronics10202497 fatcat:rryhw72fhvalloix23qkxwh4ca

Engineering management for high-end equipment intelligent manufacturing

Shanlin YANG, Jianmin WANG, Leyuan SHI, Yuejin TAN, Fei QIAO
2018 Frontiers of Engineering Management  
These issues include cross-lifecycle management, network collaboration management, task integration management of innovative development, operation optimization of smart factories, quality and reliability  ...  Engineering management (EM) for HEIM is a complex, innovative process that integrates natural science, technology, management science, social science, and the human spirit.  ...  We are grateful for all the help we received from other researchers and students in our group, such as Drs.  ... 
doi:10.15302/j-fem-2018050 fatcat:q3kqzt5i7ff2hfvtxnucgfqnuq

Top-Down Human-Cyber-Physical Data Fusion Based on Reinforcement Learning

Sen Chen, Jian Wang, Hongze Li, Zhaoping Wang, Feixiang Liu, Shuang Li
2020 IEEE Access  
With the development of industrial Internet and artificial intelligence, data fusion in cross-domains and cross-layers have become an inevitable trend.  ...  In order to achieve automated fusion from ternary data, this paper proposes a method based on reinforcement learning: firstly, the domain ontology used for associating ternary data is reduced and tessellated  ...  One CPSS laboratory of a famous university has proposed the concept of data fusion through network physics and social spatial [5] , and it mainly focuses on smart homes, intelligent networks, transportation  ... 
doi:10.1109/access.2020.3011254 fatcat:q3kib2fivjhkjiom37r5nznxh4

A Hybrid Scheduling Mechanism based on Agent Cooperation Mechanism and Fair Emergency First in Smart Factory

Sehrish Malik, DoHyeun Kim
2020 IEEE Access  
An optimized cross-network fusion and dynamic scheduling solution is proposed for heterogeneous networks in smart factory [28] .  ...  Smart Factory Scheduling The scheduling in smart factory involves the scheduling of tasks, processes and jobs in smart manufacturing.  ... 
doi:10.1109/access.2020.3046097 fatcat:sk7ecbxh7bgl3hykyyiacqburi

Table of Contents

2020 IEEE Transactions on Industrial Informatics  
Zhang 6050 Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Gong 6124 A Trust-Based Team Formation Framework for Mobile Intelligence in Smart Factories . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tii.2020.2991706 fatcat:qd4pu4njsrc77bols44pfermhy

Wireless Sensor Networks for Networked Manufacturing Systems [chapter]

L. Q., D. H., M. M.
2010 Factory Automation  
Hence, wireless sensor network (WSN), based on the above concept, has been proven to be one of the best platforms for networked sensing and control systems for the factory automation applications in the  ...  In the modern manufacturing environment, the manufacturing systems are in networked framework via a variety of networking communication systems integrating the heterogeneous collections of manufacturing  ...  Network Modeling The model consists of a global fusion centre (coordinator) for estimation, local fusion nodes or network relay nodes (routers) for data dissemination and routing and end nodes (end devices  ... 
doi:10.5772/9530 fatcat:uxgdoxug4bdqtokkise75awjbe

Theoretical research and application of petrochemical Cyber-physical Systems

Jiming WANG
2017 Frontiers of Engineering Management  
A petrochemical smart factory is a green, efficient, safe and sustainable modern factory that combines cutting-edge information and communication technology with petrochemical advanced technology and equipment  ...  A Cyber-physical System (CPS) is the infrastructure of a petrochemical smart factory.  ...  Based on the practice of the Sinopec smart factory, this paper shows the application pattern and concrete scenarios of petrochemical CPS in petrochemical smart factories.  ... 
doi:10.15302/j-fem-2017053 fatcat:ysiq33cekfemxj6i5hcyevsteq

Over-the-Air Time Synchronization for URLLC: Requirements, Challenges and Possible Enablers [article]

Aamir Mahmood, Muhammad Ikram Ashraf, Mikael Gidlund, Johan Torsner
2018 arXiv   pre-print
In this paper, we look at different applications in factory automation and smart grids to reveal the requirements of device-level time synchronization and the challenges in extending the high-granularity  ...  To this end, network time synchronization becomes crucial for real-time and isochronous communication between a controller and the sensors/actuators.  ...  If the devices from heterogeneous domains (wired, traditional wireless and URLLC) need to collaborate and complete the production, cross-domain synchronization among heterogeneous industrial networks will  ... 
arXiv:1807.00078v1 fatcat:ad7azamcvrdnvlbatc5o6ngcbe

Sensor Networking Testbed with IEEE 1451 Compatibility and Network Performance Monitoring

D. Gurkan, X. Yuan, D. Benhaddou, F. Figueroa, J. Morris
2007 2007 IEEE Sensors Applications Symposium  
Design and implementation of a testbed for testing and verifying IEEE 1451-compatible sensor systems with network performance monitoring is of significant importance.  ...  The paper will present the design aspects for such a testbed environment under development at University of Houston in collaboration with NASA Stennis Space Center -SSST (Smart Sensor System Testbed).  ...  The authors would like to thank NASA for funding this work under CAN agreement no. NNS06 ZBA001C.  ... 
doi:10.1109/sas.2007.374411 fatcat:fal2frhul5h7tglwlcvwwlydsq

A Study on Intelligent Manufacturing Industrial Internet for Injection Molding Industry Based on Digital Twin

Zhiyong Wang, Wei Feng, Junlin Ye, Jinbiao Yang, Chun Liu, Dan Selisteanu
2021 Complexity  
Also, the smart factory architecture based on digital twin was established, and the implementation method of the smart factory digital twin system was elaborated.  ...  As one of the basic manufacturing industries in China, injection molding industry is faced with the problems of low degree of informatization and intelligence, resulting in low production efficiency and  ...  Architecture of Smart Factory for Injection Molding.  ... 
doi:10.1155/2021/8838914 fatcat:3inaf6lbvfg5hlptiexxtnpjma

UH-ToSS: A Sensor Networking Testbed with IEEE1451 Compatibility for Space Exploration

Deniz Gurkan, Xiaojing Yuan, Driss Benhaddou, Fernando Figueroa, John Morris
2007 2007 3rd International Conference on Testbeds and Research Infrastructure for the Development of Networks and Communities  
mobile devices for use in many in-door and out-door applications.  ...  In this paper, we describe the design and implementation of a testbed, ToSS (Testbed of Smart Sensors), developed in collaboration with NASA Stennis Space Center for testing and verifying IEEE 1451-compatible  ...  Section III lists the main tasks and challenges the authors identified together in designing and implementing such a heterogeneous smart sensor network testbed.  ... 
doi:10.1109/tridentcom.2007.4444675 dblp:conf/tridentcom/GurkanYBFM07 fatcat:zfdmuohxmnfwpoiytlu55rvqh4

GIOTS 2020 Front Matters

2020 2020 Global Internet of Things Summit (GIoTS)  
Devices • Design Space Exploration Techniques for IoT Devices and Systems • Heterogeneous Networks, Web of Things, Web of Everything • Named Data Networking for IoT • Internet of Nano Things • Sensors  ...  and IoT • Industrial IoT and Factory of Things and Internet of Things IoT Applications, Services and Real Implementations • Smart Cities, Smart Public Places, and Smart Environments • Smart Home, and  ...  Accepted and presented papers will be published in the conference proceedings and submitted for inclusion to IEEE Xplore.  ... 
doi:10.1109/giots49054.2020.9119508 fatcat:ajehofbh2bdh5hnykh5dyfuu3q

Potential Applications of 5G Communication Technologies in Collaborative Intelligent Manufacturing

Weiming Shen, Yanjun Shi, Qiaomei Han, Hui Zhang
2019 IET Collaborative Intelligent Manufacturing  
Various possible applications or business slices of 5G in CIM are analysed, including human-machine interfaces and production IT, process automation, factory automation, logistics and warehousing, monitoring  ...  A modular collaborative production approach is suggested to combine modules to achieve on-demand resource allocation and complete flexible tasks in CIM systems.  ...  A 5G network is helpful for seamless access performance and integrating multiple heterogeneous networks.  ... 
doi:10.1049/iet-cim.2019.0007 fatcat:qkud4abz7nep3ghqtpmzllgsne

A Review of Recent Advances in Automated Guided Vehicle Technologies: Integration Challenges and Research Areas for 5G-Based Smart Manufacturing Applications

Emmanuel A. Oyekanlu, Alexander Smith, Windsor P. Thomas, Grethel Mulroy, Dave Hitesh, Matthew Ramsey, David Kuhn, Jason D. McGhinnis, Steven C. Buonavita, Nickolus R. Looper, Mason Ng, Anthony Ng'oma (+5 others)
2020 IEEE Access  
In addition, performance requirements of communication networks in terms of their latencies and reliabilities when they are deployed for AGVs and AMRs coordination, control and fleet management in smart  ...  In addition, novel integration ideas by which tactile Internet, 5G network slicing and virtual reality applications can be used to facilitate AGV and AMR based factory of the future (FoF) and smart manufacturing  ...  For networks that handles heterogenous AGV/AMR datasets such as shown in Figure 6 , effective inter-scheduler coordination for TSN operations need to be ensured.  ... 
doi:10.1109/access.2020.3035729 fatcat:lhhe2ur2v5fffb32vnd5p56usm

A Review of Multisensor Data Fusion Solutions in Smart Manufacturing: Systems and Trends

Athina Tsanousa, Evangelos Bektsis, Constantine Kyriakopoulos, Ana Gómez González, Urko Leturiondo, Ilias Gialampoukidis, Anastasios Karakostas, Stefanos Vrochidis, Ioannis Kompatsiaris
2022 Sensors  
The reviewed literature showed that in fusion and in preprocessing, the methods chosen to be applied in this sector are beyond the state-of-the-art.  ...  Multiple sensors are used for industrial monitoring of machines and workers in order to detect events and consequently improve the manufacturing processes, lower the respective costs, and increase safety  ...  The core algorithm of the proposed protocol is based on cross-network fusion and scheduling.  ... 
doi:10.3390/s22051734 pmid:35270880 pmcid:PMC8914726 fatcat:jgr3lbtxonbezkzbr24euh5gi4
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