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Towards Energy Efficient Scheduling of Manufacturing Systems through Collaboration between Cyber Physical Production and Energy Systems

Maroua Nouiri, Damien Trentesaux, Abdelghani Bekrar
2019 Energies  
Dynamic mechanisms in CPPS and CPES are proposed to adjust the energy consumption of production systems based on the availability of the renewable energy.  ...  To address this challenge, a multi-agent architecture aimed at elaborating predictive and reactive energy-efficient scheduling through collaboration between cyber physical production and energy systems  ...  [14] developed a dynamic scheduling system based on a cyber physical energy monitoring system.  ... 
doi:10.3390/en12234448 fatcat:tscnsmjm45cmppkzaeuij6xx6a

Event-Driven Online Machine State Decision for Energy-Efficient Manufacturing System Based on Digital Twin Using Max-Plus Algebra

Junfeng Wang, Yaqin Huang, Qing Chang, Shiqi Li
2019 Sustainability  
to control the physical systems for various energy-saving purposes.  ...  In this paper, a digital twin-based bidirectional operation framework is proposed to realize energy-efficient manufacturing systems.  ...  Dynamic energy dispatching Production visualization Energy efficient process optimization Energy efficient job scheduling Machine/Process/Product/System energy efficiency/cost evaluation ...  ... 
doi:10.3390/su11185036 fatcat:j4mmepx6izhvniaip3jchzwx44

Improving Just-in-Time Delivery Performance of IoT-Enabled Flexible Manufacturing Systems with AGV Based Material Transportation

Fengjia Yao, Bugra Alkan, Bilal Ahmad, Robert Harrison
2020 Sensors  
(GA) to find near-optimal production schedules prioritising the just-in-time (JIT) material delivery performance and energy efficiency of the material transportation.  ...  The performance of the proposed system is tested on the Integrated Manufacturing and Logistics (IML) demonstrator at WMG, University of Warwick.  ...  [36] developed a cyber-physical system based smart production control model for shop-floor material handling and transportation. TF et al.  ... 
doi:10.3390/s20216333 pmid:33171979 fatcat:usqyt42grremjeutedbgmxipxi

Digital Transformation in Service and Computing Oriented Manufacturing [chapter]

Theodor Borangiu, Damien Trentesaux, André Thomas, Paulo Leitão, José Barata Oliveira
2017 Studies in Computational Intelligence  
. physical part) to create such network of smart cyber-physical components at MES and shop floor levels.  ...  The basic concept of MES and shop floor virtualization involves migration of all workloads that were traditionally executed on physical machines located on the shop floor to the private cloud infrastructure  ... 
doi:10.1007/978-3-319-51100-9_1 fatcat:xrjznuzg4jf6laue6pvwlutho4

A Framework for Smart Production-Logistics Systems Based on CPS and Industrial IoT

Yingfeng Zhang, Zhengang Guo, Jingxiang Lv, Ying Liu
2018 IEEE Transactions on Industrial Informatics  
However, several challenges including excessively long waiting time and a serious waste of energy still exist in the IIoT-based integration between production and logistics in job shops.  ...  A data-driven model based on analytical target cascading is developed to implement the self-organizing configuration.  ...  Fig. 5 . 5 The modeling of cyber-physical systems and dynamic behaviors. Fig. 5 5 shows the modeling of CPS and its dynamic behaviors.  ... 
doi:10.1109/tii.2018.2845683 fatcat:iolbem5m2jgyjpbefy3sddayvq

The Sensor Network for Multi-agent System Approach in Smart Factory of Industry 4.0

Ari Setiawan, Roland Y.H. Silitonga, Dina Angela, Herry I. Sitepu
2020 International Journal of Automotive and Mechanical Engineering  
The machine performance data are collected, and their status can be monitored. Likewise, job status is visible on the shop-floor control system.  ...  The sensor network model at the prototype scale had been built and tested on a laboratory scale. The test results showed that the performance of machine tools and job status were monitored properly.  ...  ACKNOWLEDGEMENT This research is supported and funded by Penelitian Strategis Nasional, Tahun Anggaran 2019 focus on Teknologi Informasi dan Komunikasi by Kementrian Riset, Teknologi dan Pendidikan Tinggi  ... 
doi:10.15282/ijame.17.4.2020.03.0623 fatcat:og524s3tlng4nhzdfdaawp2dpi

Service-Oriented Real-Time Smart Job Shop Symmetric CPS Based on Edge Computing

Chuang Wang, Yi Lv, Qiang Wang, Dongyu Yang, Guanghui Zhou
2021 Symmetry  
Symmetry is one of the most important notions in the digital twins-driven manufacturing cyberphysical system (CPS).  ...  In the service-oriented production process, in order to solve the problem of the service response delay of the production nodes in a smart job shop, a CPS based on mobile edge computing (MEC) middleware  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/sym13101839 fatcat:53mrwscrffen3hklivusfuihbe

Job Shop Scheduling Based on Digital Twin Technology: A Survey and an Intelligent Platform

Haifei Yu, Songjian Han, Dongsheng Yang, Zhiyong Wang, Wei Feng, Atila Bueno
2021 Complexity  
Based on digital twin technology and combined with the actual problem of production line scheduling, we propose a new intelligent scheduling platform to solve the shop scheduling problems above.  ...  The job shop scheduling problem has been an important research field in the discrete manufacturing industry.  ...  In recent years, the research on the real-time scheduling problem of job shops has become a hot spot in the field of manufacturing system research.  ... 
doi:10.1155/2021/8823273 fatcat:e7tdf475zfhkroukp7k3bpi64y

Industry 4.0 Technologies for Manufacturing Sustainability: A Systematic Review and Future Research Directions

Anbesh Jamwal, Rajeev Agrawal, Monica Sharma, Antonio Giallanza
2021 Applied Sciences  
The term Industry 4.0 includes a variety of key enabling technologies i.e., cyber physical systems, Internet of Things, artificial intelligence, big data analytics and digital twins which can be considered  ...  Sustainability can be considered as the core of business strategy which is highlighted in the United Nations (UN) Sustainability 2030 agenda and includes smart manufacturing, energy efficient buildings  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app11125725 fatcat:kimnjy7ysjbo3izmefpso6e7au

Table of contents

2019 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)  
Job Shop Scheduler Monitoring System Khola Malik (National University of Science and Technology) and Shoab Ahmed Khan (National University of Science and Technology) CPSCom Systems & Design I An Efficient  ...  Advanced Technology about Computer Vision in Cyber- Physical-Social Systems (CPSComATCV) II Student Action Recognition Based on Multiple Features Fen Lei (Central China Normal University), Yantao Wei  ... 
doi:10.1109/ithings/greencom/cpscom/smartdata.2019.00004 fatcat:tg7mnvp26ng65kp23dsjrjqnsi

A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins

Alberto Villalonga, Elisa Negri, Giacomo Biscardo, Fernando Castano, Rodolfo E. Haber, Luca Fumagalli, Marco Macchi
2021 Annual Reviews in Control  
A B S T R A C T Nowadays, one important challenge in cyber-physical production systems is updating dynamic production schedules through an automated decision-making performed while the production is running  ...  This paper presents a framework for decentralized and integrated decision-making for re-scheduling of a cyber-physical production system, and the validation and proofof-concept of the proposed method in  ...  Acknowledgments This work was partially supported by the H2020 projects "Platform enable KITs of Artificial Intelligence for an Easy Uptake of SMEs  ... 
doi:10.1016/j.arcontrol.2021.04.008 fatcat:eabhhgkvpfbobiup72e5sgl5ji

Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview

Róbert Csalódi, Zoltán Süle, Szilárd Jaskó, Tibor Holczinger, János Abonyi, Renke Han
2021 Complexity  
Cyber-physical systems allow for the horizontal and vertical integration of these production systems as well as the exploitation of the benefits via optimization tools.  ...  This systematic review presents content from 900 articles on Industry 4.0 and optimization as well as 388 articles on Industry 4.0 and scheduling.  ...  Acknowledgments is work was supported by the TKP2020-NKA-10 Project financed under the 2020-4.1.1-TKP2020 ematic Excellence Programme by the National Research, Development and Innovation Fund of Hungary  ... 
doi:10.1155/2021/6621235 fatcat:mvsxvo4bjnadlohiwmjd4frgfy

Agent-Based Simulation Approach for Occupational Safety and Health Planning: A Case of Electroplating Facilities

Alexander Leiden, Sebastian Thiede, Christoph Herrmann
2020 SNE Simulation Notes Europe  
This paper shows an integrated simulation framework to model industrial automated electroplating lines and the interaction with involved shopfloor workers as part of a cyber-physical production system.  ...  industry to monitor the OSH situation.  ...  The authors thank the cooperation partner eiffo eG for providing the industrial data for the case study.  ... 
doi:10.11128/sne.30.tn.10537 fatcat:5rmfq7vj4jgzniadiom4biechq

A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms

E. Negri, H. Davari Ardakani, L. Cattaneo, J. Singh, M. Macchi, J. Lee
2019 IFAC-PapersOnLine  
The advent of Industry 4.0 technologies and in particular the Cyber-Physical Systems, Digital Twins and pervasive connected sensors is transforming many industries, among which smart scheduling is one  ...  This paper contributes to the research on scheduling by proposing a framework to include equipment health predictions into the scheduling activity and embedding a fieldsynchronized Equipment Health Indicator  ...  other monitors the energy consumption.  ... 
doi:10.1016/j.ifacol.2019.10.024 fatcat:ypjdinlpnjfztgwnbj4c2so3ae

Table of contents

2019 IEEE Internet of Things Journal  
Hu 2264 REGULAR ISSUE PAPERS An Energy Efficient Hybrid MAC Protocol With Dynamic Sleep-Based Scheduling for High Density IoT Networks . J. Li, Z. Zhao, R. Li, and H.  ...  Buyya 2400 Robust Energy-Efficient Resource Allocation for IoT-Powered Cyber-Physical-Social Smart Systems With Virtualization .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/jiot.2019.2908315 fatcat:bunrlcg6m5ge5m6426453bwfq4
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