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Some new trends of intelligent simulation optimization and scheduling in intelligent manufacturing

Xinyu Li, Chunjiang Zhang
2020 Service Oriented Computing and Applications  
Future trends of intelligent simulation optimization and scheduling With the rapid development of a new generation of information technology (such as cloud computing, Internet of Things, big data, mobile  ...  Simulation optimization and scheduling in intelligent manufacturing has made fruitful achievements both in theory and practice [1, 2] .  ... 
doi:10.1007/s11761-020-00299-6 fatcat:tywfkjdf3fbwhijdeaojvseynq

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  
The model simulation experiment of intelligent dispatching cloud platform was carried out, and some enterprises in intelligent manufacturing workshop were taken as examples to verify the superiority of  ...  The emerging digital twin technology is an intelligent technology that makes full use of multimodels, big data, and interdisciplinary knowledge, which provides some new approaches for the field of the  ...  In addition, simulate the new production scheduling plan in the virtual workshop, optimize the new production scheduling plan, make it meet the production requirements, and finally determine the production  ... 
doi:10.1155/2021/8823273 fatcat:e7tdf475zfhkroukp7k3bpi64y

Research on Cloud Manufacturing Resource Allocation in Distributed Computing Environment

Yubin Wang, Jingyi Bo, Guolin Li
2015 International Journal of Grid and Distributed Computing  
With the rapid development of network information technology, manufacturing presents a development trend of networking, virtualization, intelligence and servitization.  ...  In order to In order to better allocate cloud manufacturing in a rational way, we need to introduce a new theory and expand the research perspective, a new framework and scheduling method to determine  ...  Therefore, sharing and optimal configuration in Cloud Manufacturing Resource Scheduling System Architecture In a CMfg system, various manufacturing resources and abilities can be intelligently sensed  ... 
doi:10.14257/ijgdc.2015.8.3.24 fatcat:nfa6vc6hgfffjmefwa7wgusli4

Research on Modeling and Scheduling Methods of an Intelligent Manufacturing System Based on Deep Learning

Xiaoyi Lan, Hua Chen, Yuanpeng Zhang
2021 Wireless Communications and Mobile Computing  
The scheduling of the intelligent manufacturing system should integrate intelligent scheduling of part processing and intelligent planning of product assembly, which is suitable for intelligent scheduling  ...  Under the background of intelligent manufacturing, the modeling and scheduling of an intelligent manufacturing system driven by big data have attracted increasing attention from all walks of life.  ...  Conflicts of Interest The authors do not have any possible conflicts of interest. Acknowledgments This study was supported without any funding.  ... 
doi:10.1155/2021/4586518 fatcat:qjtnhj3gwjcp3gkjbjkw4icudq

The Second World Congress on Intelligent Manufacturing Processes and Systems

1996 Journal of Intelligent Manufacturing  
doi:10.1007/bf00124835 fatcat:zeq3enf7mbgs3mtk34cfnltodq

Distributed scheduling problems in intelligent manufacturing systems

Yaping Fu, Yushuang Hou, Zifan Wang, Xinwei Wu, Kaizhou Gao, Ling Wang
2021 Tsinghua Science and Technology  
After reviewing the papers, in this work, we discuss the research trends of distributed scheduling problems and point out some directions for future studies.  ...  In recent years, many studies have been done on the modeling and optimization of distributed scheduling problems.  ...  Research Status and Trend Distributed scheduling problems in manufacturing systems have become an important research focus over the last few years.  ... 
doi:10.26599/tst.2021.9010009 fatcat:bmdgzjbzr5cs3le32dispcnjai

Intelligent Improvement of Pipeline Centralized Dispatch and Control

Lan Hao, Shao Tiemin, Li Bo, Diao Yu, Liu Miao, Ai Sen
2018 IOP Conference Series: Materials Science and Engineering  
In the first direction of informatization construction, there are 5 routes including central database, office automation, state/trend demo, professional simulation and industrial automation.  ...  In the second direction of intelligence promotion, there are 3 routes including optimization problem, prediction problem and recognition/judgment problem.  ...  The intelligent development, as a new engine of industrial innovation, is carried out with various routes and targets in research and application for different industries.  ... 
doi:10.1088/1757-899x/435/1/012054 fatcat:dgitj4vntrapdg32vihiujq5wa

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  
In order to cope with both optimality in batch execution and robustness to unforeseen events such as occurrence of rush orders and degradation of resource capabilities, some of the papers included in this  ...  The book is structured in eight parts, each one grouping a number of chapters describing research in actual domains of the digital transformation in manufacturing and trends in future service and computing  ... 
doi:10.1007/978-3-319-51100-9_1 fatcat:xrjznuzg4jf6laue6pvwlutho4

A Construction Method of Intelligent Manufacturing System under Industry 4.0 Model

Yue Xiao, Zhiqing Zeng, Tongguang Ni
2021 Scientific Programming  
At the same time, in view of the problems of long parameter measurement time and untimely system feedback in the existing koji-making process, an online parameter measurement method based on network optimization  ...  This puts forward the detailed requirements of the industrial intelligent manufacturing system in the data acquisition layer, data storage layer, and analysis and decision support layer and then designs  ...  GJJ151121), the National Natural Science Foundation of China (Grants nos. 52165015 and 51565037), and the Natural Science Foundation of Jiangxi (Grant no. 20181BAB206022).  ... 
doi:10.1155/2021/4775237 fatcat:ppfugs6fgnff3fnxrmbq4me64i

Research on Design of the Smart Factory for Forging Enterprise in the Industry 4.0 Environment

Pei Fengque, Tong Yifei, He Fei, Li Dongbo
2017 Mechanics  
Industrialization and information technology integration faces new opportunities. Intelligent manufacturing is the trend.  ...  On the other hand, a new type of intelligent manufacturing production mode emerges.  ... 
doi:10.5755/j01.mech.23.1.13662 fatcat:fcb2b5oojjcu7kbci3vvcu3ejq

Recent Developments and Future Trends of Industrial Agents [chapter]

Paulo Leitão, Pavel Vrba
2011 Lecture Notes in Computer Science  
This paper presents the current situation of the development and deployment of agent technology, discussing the initiatives and the current trends faced for a wider dissemination and industrial adoption  ...  The agent technology provides a new way to design and engineer control solutions based on the decentralization of control over distributed structures, addressing the current requirements for modern control  ...  The authors would like to thank all the members of the IEEE IES Technical Committee on Industrial Agents for their contribution in the on-going activities and particularly in the compilation of industrial  ... 
doi:10.1007/978-3-642-23181-0_2 fatcat:yoe7z2se5bgx3c6vgk5tecvz3e

Multi-agent based manufacturing: current trends and challenges

Terrin Pulikottil, Luis Alberto Estrada-Jimenez, Hamood Ur Rehman, Jose Barata, Sanaz Nikghadam-Hojjati, Leszek Zarzycki
2021 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )  
In this regard, the current work surveys recent multi-agent based manufacturing approaches and provides a general vision of current trends focusing on frameworks/architectures, complementary technologies  ...  This technological development invokes high levels of communication and computation in the form of an interconnected network of industrial resources.  ...  The aim of this work is to give researchers in manufacturing domain a brief overview of the current trends and challenges in MAS.  ... 
doi:10.1109/etfa45728.2021.9613555 fatcat:wdhgqjg4q5crbemdfdgf5yoyfy

Digital twin-based sustainable intelligent manufacturing: a review

Bin He, Kai-Jian Bai
2020 Advances in Manufacturing  
The digital twin is an emerging technology used in intelligent manufacturing that can grasp the state of intelligent manufacturing systems in real-time and predict system failures.  ...  In addition, the sustainability of intelligent manufacturing is discussed.  ...  In the process of traditional manufacturing to intelligent manufacturing, industrial robots would also usher in a new and greater development.  ... 
doi:10.1007/s40436-020-00302-5 fatcat:ckbvw5si5jffxcdbvaixlrud3e

Review of job shop scheduling research and its new perspectives under Industry 4.0

Jian Zhang, Guofu Ding, Yisheng Zou, Shengfeng Qin, Jianlin Fu
2017 Journal of Intelligent Manufacturing  
in SDS and (2) what are new methods and techniques required for SDS.  ...  The scheduling research needs to shift its focus to smart distributed scheduling modeling and optimization.  ...  and some new algorithms).  ... 
doi:10.1007/s10845-017-1350-2 fatcat:wsvrdighqfg4de3gamrqs46y2u

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  
This article reviews the impact of Industry 4.0 solutions concerning optimization tasks and optimization algorithms, in addition to the identification of the new R&D directions driven by new application  ...  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
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