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AI and ML techniques combined with simulation for designing and controlling manufacturing processes and systems

László Monostori, Botond Kádár, Zsolt Viharos, Isrvan Mezgár, Péter Stefán
<span title="">2000</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
(AI) and ML side, artificial neural networks, heuristic search, simulated annealing, and agent-based techniques are put into action.  ...  In the paper different architectures with partly self-developed simulation packages are described illustrating the benefits of combining simulation and machine learning (ML) techniques in manufacturingintelligence  ...  A part of the work was covered by the Nat. Comm. for Techn.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1474-6670(17)38046-1">doi:10.1016/s1474-6670(17)38046-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/stl3khb5qrf3xklth43y5h5hcm">fatcat:stl3khb5qrf3xklth43y5h5hcm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20050504034651/http://www.sztaki.hu:80/~viharos/homepage/Publications/2000_IFAC_MANUF_SYMP/mim_2000_c.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4b/ae/4baef1c8a4421ab5480b746d0e767c86366ca7a4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1474-6670(17)38046-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Combined Use of Simulation and ΑΙ/Machine Learning Techniques In Designing and Manufacturing Processes and Systems

Laszlo Monostori, Botond Kadar, Zsolt Janos Viharosy, lstvan Mezgar, Peter Stefan
<span title="">2000</span> <i title="Walter de Gruyter GmbH"> Journal for Manufacturing Science and Production </i> &nbsp;
In the paper different architectures with partly self-developed simulation packages are described illustrating the benefits of combining simulation and machine learning (ML) techniques in manufacturing  ...  From the artificial intelligence (AI) and ML side, artificial neural networks, heuristic search, simulated annealing, and agent-based techniques are put into action.  ...  A part of the work was covered by the Nat. Comm. for Techn.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/ijmsp.2000.3.2-4.111">doi:10.1515/ijmsp.2000.3.2-4.111</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7bmlipnl2fd2tgtb3wwgh6xl6u">fatcat:7bmlipnl2fd2tgtb3wwgh6xl6u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20050824035031/http://www.sztaki.hu:80/~viharos/homepage/Publications/2000_CIRP_DESIGN_SEM/CIRP_sem_design_haifa_c.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3c/ae/3caeabad6fb9539c40c71339b21fde57f78337b9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/ijmsp.2000.3.2-4.111"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> degruyter.com </button> </a>

DES Configurators for Rapid Virtual Prototyping and Optimisation of Manufacturing Systems

Csaba Haraszkó, István Németh
<span title="">2015</span> <i title="Periodica Polytechnica Budapest University of Technology and Economics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/traa3jfctrdyzmd3pf4nkx4aly" style="color: black;">Periodica Polytechnica: Mechanical Engineering</a> </i> &nbsp;
The major technical objectives of the project were to develop a cladistics based classification system of manufacturing systems, and to develop several software tools to support the rapid design, simulation  ...  -the DES models of the manufacturing system alternatives will be automatically created. The layout prototypes are based on a cladistics classification of manufacturing systems.  ...  Baldwin who was the cladistics expert of the COPERNICO project, and for Alessandro Mazzon who facilitated the development and testing of the Stop&Go DES configurator based on a real industrial problem.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3311/ppme.7888">doi:10.3311/ppme.7888</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f3srqqxbdrgz3mqs63t3q4yk4u">fatcat:f3srqqxbdrgz3mqs63t3q4yk4u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921201701/https://pp.bme.hu/me/article/download/7888/6804" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d0/6d/d06d85bbc96a0f2e77f426898e5ffefc6073f1d2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3311/ppme.7888"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A Novel Framework for Simulation-based Optimisation of Maintenance Systems

A. Alrabghi, A. Tiwari
<span title="2016-03-15">2016</span> <i title="DAAAM International"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/iq3almejkrhflkjq7w5nogqhcu" style="color: black;">International Journal of Simulation Modelling</a> </i> &nbsp;
Simulation based optimisation has a high potential in supporting maintenance managers to make the right decisions in complex maintenance systems.  ...  The purpose of the current study is to address this gap by developing a novel framework that supports decision making for maintenance in manufacturing systems.  ...  ACKNOWLEDGMENTS The authors would like to thank the Ministry of Education in Saudi Arabia for funding this research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2507/ijsimm15(1)2.316">doi:10.2507/ijsimm15(1)2.316</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fwgoh66m4fff5kytzychaclubq">fatcat:fwgoh66m4fff5kytzychaclubq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922030511/https://dspace.lib.cranfield.ac.uk/bitstream/1826/10230/3/Novel_framework_for_simulation_based_optimisation_of_maintenance_systems-2016.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e8/89/e88939dd82553d15cbffcc26ef5516de7596a1b7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2507/ijsimm15(1)2.316"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

An integrated and adaptive decision-support framework for high-tech manufacturing and service networks

P Lendermann, S J Turner, M Y H Low, B P Gan, N Julka, L P Chan, W T Cai, L H Lee, E P Chew, S Y Teng, L F McGinnis
<span title="">2007</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/svsat7pzavfsfez5l32sv3kkbu" style="color: black;">Journal of Simulation</a> </i> &nbsp;
The overall architecture of the framework outlines how commercial simulation packages and web-service based business process application components would have to be connected through a commercial application  ...  This article describes the results of one of the ten pilot programmes under the Integrated Manufacturing and Service Systems (IMSS) initiative pursued by the Agency for Science, Technology and Research  ...  ACKNOWLEDGEMENTS This pilot programme was funded by the Agency for Science, Technology and Research (A*STAR) in Singapore under the Industrial IT -Integrated Manufacturing and Service Systems initiative  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1057/palgrave.jos.4250016">doi:10.1057/palgrave.jos.4250016</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kne7vhsgg5anjl22qbgzhqhdca">fatcat:kne7vhsgg5anjl22qbgzhqhdca</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808235926/http://web.mysites.ntu.edu.sg/yhlow/public/Shared%20Documents/papers/wsc05-imss.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/71/3c/713c475fd44f247be54528a8533087f6cf35deb4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1057/palgrave.jos.4250016"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Hybrid, AI- and simulation-supported optimisation of process chains and production plants

L. Monostori, Zs.J. Viharos
<span title="">2001</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/r3twawdeqzai7kkk6gordgg4qi" style="color: black;">CIRP annals</a> </i> &nbsp;
A block-oriented framework for modelling and optimisation of process chains is introduced and its applicability is shown by the results of the optimisation of cutting processes.  ...  The paper illustrates how the framework can support the simulation-based optimisation of whole production plants.  ...  The approach was regarded as a valuable tool for the manufacturing system design problem, guiding the highly iterative design process and hence reducing the required number of simulations by a simple and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0007-8506(07)62138-6">doi:10.1016/s0007-8506(07)62138-6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pmjjc56rbrg7dgrg3ipugw75d4">fatcat:pmjjc56rbrg7dgrg3ipugw75d4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20050504041226/http://www.sztaki.hu:80/~viharos/homepage/Publications/2001_CIRP_ANNALS/cirp_2001_GA_c.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/37/b5/37b5c80dbc0b48f4d1b64c1d52f6cadd73a79488.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0007-8506(07)62138-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Multi-objective evolutionary simulation-optimisation of a real-world manufacturing problem

Anna Syberfeldt, Amos Ng, Robert I. John, Philip Moore
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4sjb7nqjorgzpacntrkrap3eke" style="color: black;">Robotics and Computer-Integrated Manufacturing</a> </i> &nbsp;
For these problems, simulation can be a powerful tool for system analysis and optimisation.  ...  Multi-objective evolutionary simulation-optimisation of a real-world manufacturing problem. 25(6): 926-931 http://dx.  ...  The authors gratefully acknowledge the Knowledge Foundation for the provision of research funding and the industrial partner company Volvo Aero in Sweden for their support in this study.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rcim.2009.04.013">doi:10.1016/j.rcim.2009.04.013</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vuby6eajhbftde7s3xeeicmdee">fatcat:vuby6eajhbftde7s3xeeicmdee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921211827/http://his.diva-portal.org/smash/get/diva2:272110/FULLTEXT01" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/87/e4/87e494d3e10660b64ea707221d05c70d60692b56.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rcim.2009.04.013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Energy Efficiency Optimisation in Heat Treatment Process Design [chapter]

Iñigo Mendikoa, Mikel Sorli, Alberto Armijo, Laura Garcia, Luis Erausquin, Mario Insunza, Jon Bilbao, Hakan Friden, Anders Björk, Linus Bergfors, Romualdas Skema, Robertas Alzbutas (+1 others)
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kss7mrolvja63k4rmix3iynkzi" style="color: black;">IFIP Advances in Information and Communication Technology</a> </i> &nbsp;
The work here described is related to the enhancement of existing manufacturing process design methodology and tools with a set of ICT components developed allowing process knowledge based design, simulation  ...  in buildings, however little has yet been developed for manufacturing.  ...  In general, ES is a tool intended for simulation of network system or process, when energy consumption is of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40352-1_17">doi:10.1007/978-3-642-40352-1_17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cxufnujnnzdofccyqzcs6gz6uy">fatcat:cxufnujnnzdofccyqzcs6gz6uy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180727073048/https://link.springer.com/content/pdf/10.1007%2F978-3-642-40352-1_17.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d0/2e/d02e84de991706e7e9d5f74ee8c5fac07a969dff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40352-1_17"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Energy Efficiency Improvement through Optimal Batch Sizing in Job Shop

Samira Alvandi
<span title="2020-09-21">2020</span> <i title="Canadian Center of Science and Education"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dnqawnwqovdj3mqtnnzu4eiaf4" style="color: black;">Modern Applied Science</a> </i> &nbsp;
This research aims to overcome the multi-faceted objectives of small and medium-sized enterprises (SME&rsquo;s) by providing a simulation-optimisation platform that creates the best possible production  ...  plans for optimum results.  ...  at the University of New South Wales for supporting this research project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/mas.v14n10p6">doi:10.5539/mas.v14n10p6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gxjec3xtmfao7nbciguveqgjb4">fatcat:gxjec3xtmfao7nbciguveqgjb4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200925021129/http://www.ccsenet.org/journal/index.php/mas/article/download/0/0/43752/45975" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8a/bb/8abbfc89c2c110a69d1e7b8d0980fd86ec9ffef8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/mas.v14n10p6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Coupling simulation with artificial neural networks for the optimisation of HVAC controls in manufacturing environments

Victoria Jayne Mawson, Ben Richard Hughes
<span title="2020-10-06">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yj4ipyp3l5hpnkze4vegfei4lm" style="color: black;">Optimization and Engineering</a> </i> &nbsp;
Coupling simulation techniques with machine learning algorithms eliminates the requirement for costly and intrusive methods of data collection, providing a method of predicting and optimising building  ...  Based upon predicted energy consumption, potential spikes were identified and manufacturing schedules subsequently optimised to reduce peak energy demand.  ...  HVAC systems have a reactive based control system, based upon CO 2 levels and air temperature, aiming to provide thermal comfort to occupants.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11081-020-09567-y">doi:10.1007/s11081-020-09567-y</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yzy3uwncsbgktdp7jd7n7yrq5u">fatcat:yzy3uwncsbgktdp7jd7n7yrq5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108132246/https://link.springer.com/content/pdf/10.1007/s11081-020-09567-y.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d1/32/d132623a7e70bcfe29c2713e7f5ebfb107313b42.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11081-020-09567-y"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Conceptual Design of a Self-optimising Production Control System

T. Mittag, J. Gausemeier, I. Graessler, P. Iwanek, D. Koechling, M. Petersen
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pg7ahjk7dvd2tinhv7p6przfy4" style="color: black;">Procedia CIRP</a> </i> &nbsp;
In this paper the paradigm of self-optimisation will be transferred to the production control level by using a procedure model to design a self-optimising production control system.  ...  Simultaneously to them, a simulation model will be proposed, that simulates and evaluates suitable strategies.  ...  The demonstrator is based on a simulation model of a generic production system for bicycles and is used to simulate the different effects of the selected reaction strategies deducted by the self-optimising  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procir.2014.10.033">doi:10.1016/j.procir.2014.10.033</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r5dhdkkqrzad7jrjaobyl3n6p4">fatcat:r5dhdkkqrzad7jrjaobyl3n6p4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190415065312/https://core.ac.uk/download/pdf/82348186.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d8/08/d8087255c81213dfec98d2cb3c0e4ee6b62f7ff1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procir.2014.10.033"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

A Review of Simulation-Based Optimisation in Maintenance Operations

A. Alrabghi, A. Tiwari
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/r2ok75u3w5a3vhsdwqc4z573he" style="color: black;">2013 UKSim 15th International Conference on Computer Modelling and Simulation</a> </i> &nbsp;
There is a need for verifying suggested models through real life case studies.  ...  This paper aims to report the state of the art of research in simulation-based optimisation of maintenance operations by systematically classifying the published literature and outlining various tools  ...  ACKNOWLEDGMENTS The authors would like to thank the Ministry of Higher Education in Saudi Arabia for funding this research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/uksim.2013.27">doi:10.1109/uksim.2013.27</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/uksim/AlrabghiT13.html">dblp:conf/uksim/AlrabghiT13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fueb3oo3pfeafacggehds5qqm4">fatcat:fueb3oo3pfeafacggehds5qqm4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200310053617/https://dspace.lib.cranfield.ac.uk/bitstream/handle/1826/14069/simulation-based_optimisation_in_maintenance_operations-2013.pdf;jsessionid=15F2F481E0C2BF9F79A0251F188B83BF?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6d/9e/6d9ed809e2eca20ed0d5863d51b9652720cc14a0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/uksim.2013.27"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Beyond intelligent manufacturing: A new generation of flexible intelligent NC machines

S. Mekid, P. Pruschek, J. Hernandez
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/omcybfmgv5a3redls67vzs5vfq" style="color: black;">Mechanism and Machine Theory</a> </i> &nbsp;
New challenges for intelligent reconfigurable manufacturing systems are on the agenda for the next generation of machine tool centres.  ...  Sustainability requires a holistic approach to cover not only flexible intelligent manufacture but also product and services activities.  ...  (e) Autonomous optimisation: development of a self-configuring self-optimising control system for autonomous manufacturing, based on the in-process monitoring, characterisation and management of process  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.mechmachtheory.2008.03.006">doi:10.1016/j.mechmachtheory.2008.03.006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f6qggnl5lrbzdet3v55vhscnga">fatcat:f6qggnl5lrbzdet3v55vhscnga</a> </span>
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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
<span title="2020-11-06">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
in Flexible Manufacturing Systems (FMSs).  ...  The proposed system uses discrete event simulation (DES) models enhanced by the Internet-of-Things (IoT) enabled digital integration and employs a nonlinear mixed integer programming Genetic Algorithm  ...  In the related literature, there are a few-number of works involving the simulation-based decision-support systems within the context of manufacturing systems engineering.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20216333">doi:10.3390/s20216333</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33171979">pmid:33171979</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/usqyt42grremjeutedbgmxipxi">fatcat:usqyt42grremjeutedbgmxipxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201109010915/https://res.mdpi.com/d_attachment/sensors/sensors-20-06333/article_deploy/sensors-20-06333.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/d5/65d5b9c729606c7f4ac013f0b56d144b7d2fcca7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20216333"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Heat Treatment Process Energy Efficient Design and Optimisation

I. Mendikoa, M. Sorli, A. Armijo, L. García, L. Erausquin, M. Insunza, J. Bilbao, H. Friden, A. Björk, L. Bergfors, R. Skema, R. Alzbutas (+1 others)
<span title="">2013</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5i4djr4tgnbobnjegejzpw7nny" style="color: black;">Procedia Engineering</a> </i> &nbsp;
This improved design is what the tool here described provides, using knowledge based approach for process design and multivariate optimisation and simulation techniques for process optimisation.  ...  Traditionally this manufacturing process is designed based on experts experience selecting a predefined temperature-time curve provided customer specifications for the resulting steel parts.  ...  In general, ES is a tool intended for simulation of network system or process, when energy consumption is of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.proeng.2013.08.220">doi:10.1016/j.proeng.2013.08.220</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yyxjd6t3fnbpni3pel3mobuh4u">fatcat:yyxjd6t3fnbpni3pel3mobuh4u</a> </span>
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