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A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study
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Using concepts related to natural gas industry and the relations among the components of gas and oil wells, refineries, storage tanks, dispatching, transmission and distribution network, a seven-level supply chain has been offered and presented schematically. The aim of this paper is to optimize a case study using a multi-objective and multi-period model considering maximize the total revenue, minimize the economic and environmental costs, minimize the penalty per underutilized capac-ity and maximize the service level. A small-sized model was verified and solved using an improved augmented 蔚-constraint algorithm to generate Pareto optimal solutions and assessed trade-offs among objectives in order to help decision makers make an optimal decision. To the best of our knowledge, this is the first study that presents a multi-objective optimization model for the resilience and sustainable supply chain." /> <meta name="title" content="A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study" /> <meta name="googlebot" content="NOODP" /> <meta name="citation_title" content="A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study" /> <meta name="citation_author" content="Zamanian, Mohammad Reza" /> <meta name="citation_author_institution" content="Department of management, college of human science, Saveh Branch, Islamic Azad University, Saveh, Iran" /> <meta name="citation_author" content="Sadeh, Ehsan" /> <meta name="citation_author_institution" content="Department of management, college of human science, Saveh Branch, Islamic Azad University, Saveh, Iran" /> <meta name="citation_author" content="Amini Sabegh, Zeinolabedin" /> <meta name="citation_author_institution" content="Department of management, college of human science, Saveh Branch, Islamic Azad University, Saveh, Iran" /> <meta name="citation_author" content="Ehtesham Rasi, Reza" /> <meta name="citation_author_institution" content="Department of Industrial Management, Qazvin Branch, Islamic Azad University, Qazvin, Iran" /> <meta name="citation_abstract" content="In this research, a real case study of the natural gas supply chain has been investi-gated. Using concepts related to natural gas industry and the relations among the components of gas and oil wells, refineries, storage tanks, dispatching, transmission and distribution network, a seven-level supply chain has been offered and presented schematically. The aim of this paper is to optimize a case study using a multi-objective and multi-period model considering maximize the total revenue, minimize the economic and environmental costs, minimize the penalty per underutilized capac-ity and maximize the service level. A small-sized model was verified and solved using an improved augmented 蔚-constraint algorithm to generate Pareto optimal solutions and assessed trade-offs among objectives in order to help decision makers make an optimal decision. To the best of our knowledge, this is the first study that presents a multi-objective optimization model for the resilience and sustainable supply chain." /> <meta name="citation_id" content="2805" /> <meta name="citation_publication_date" content="2020/02/01" /> <meta name="citation_date" content="2020-02-01" /> <meta name="citation_journal_title" content="International Journal of Supply and Operations Management" /> <meta name="citation_issn" content="23831359" /> <meta name="citation_volume" content="7" /> <meta name="citation_issue" content="1" /> <meta name="citation_firstpage" content="51" /> <meta name="citation_lastpage" content="75" /> <meta name="citation_publisher" content="Kharazmi University" /> <meta name="citation_doi" content="10.22034/ijsom.2020.1.4" /> <meta name="DC.Identifier" content="10.22034/ijsom.2020.1.4" /> <meta name="citation_abstract_html_url" content="http://www.ijsom.com/article_2805.html" /> <meta name="citation_pdf_url" content="http://www.ijsom.com/article_2805_cbdbaac0ee627d988afa7f7b6da8e8bf.pdf" /> <meta name="DC.Title" content="A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study" /> <meta name="DC.Source" content="International Journal of Supply and Operations Management" /> <meta name="DC.Date" content="01/02/2020" /> <meta name="DC.Date.issued" content="2020-02-01" /> <meta name="DC.Format" content="application/pdf" /> <meta name="DC.Contributor" content="Zamanian, Mohammad Reza" /> <meta name="DC.Contributor" content="Sadeh, Ehsan" /> <meta name="DC.Contributor" content="Amini Sabegh, Zeinolabedin" /> <meta name="DC.Contributor" content="Ehtesham Rasi, Reza" /> <meta name="og:title" content="A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study" /> <meta name="og:description" content="In this research, a real case study of the natural gas supply chain has been investi-gated. Using concepts related to natural gas industry and the relations among the components of gas and oil wells, refineries, storage tanks, dispatching, transmission and distribution network, a seven-level supply chain has been offered and presented schematically. The aim of this paper is to optimize a case study using a multi-objective and multi-period model considering maximize the total revenue, minimize the economic and environmental costs, minimize the penalty per underutilized capac-ity and maximize the service level. A small-sized model was verified and solved using an improved augmented 蔚-constraint algorithm to generate Pareto optimal solutions and assessed trade-offs among objectives in order to help decision makers make an optimal decision. 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<h1 class="margin-bottom-20 size-18 ltr"><span class="article_title bold"> A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study</span></h1> <div> <div class="margin-bottom-3"> </div> <p class="margin-bottom-3">Document Type : Case Study</p> <p class="padding-0" style="margin:12px -2px 0 -2px"><strong>Authors</strong></p> <ul class="list-inline list-inline-seprator margin-bottom-6 ltr"> <li class="padding-3"> <a href="./?_action=article&au=118206&_au=Mohammad+Reza++zamanian">Mohammad Reza zamanian</a> <sup><a href="#aff1" >1</a></sup> </li> <li class="padding-3"> <a href="./?_action=article&au=118208&_au=Ehsan++Sadeh">Ehsan Sadeh</a> <sup><a href="mailto:e.sadeh@yahoo.com" data-toggle="tooltip" data-placement="bottom" title="Email to Corresponding Author"><i class="fa fa-envelope-o" ></i></a></sup> <sup><a href="#aff1" >1</a></sup> </li> <li class="padding-3"> <a href="./?_action=article&au=118209&_au=Zeinolabedin++Amini+Sabegh">Zeinolabedin Amini Sabegh</a> <sup><a href="#aff1" >1</a></sup> </li> <li class="padding-3"> <a href="./?_action=article&au=102564&_au=Reza++Ehtesham+Rasi">Reza Ehtesham Rasi</a> <sup><a href="#aff2" >2</a></sup> </li> </ul> <p class="margin-bottom-3 ltr" id="aff1"> <sup>1</sup> Department of management, college of human science, Saveh Branch, Islamic Azad University, Saveh, Iran </p> <p class="margin-bottom-3 ltr" id="aff2"> <sup>2</sup> Department of Industrial Management, Qazvin Branch, Islamic Azad University, Qazvin, Iran </p> <div class="margin-bottom-3 ltr" id="ar_doi" title="DOI"><i class="ai ai-doi size-25 text-orange"></i> <span dir="ltr"><a href="https://dx.doi.org/10.22034/ijsom.2020.1.4">10.22034/ijsom.2020.1.4</a></span></div> <p style="margin:12px -2px 0 -2px"><strong>Abstract</strong></p> <div class="padding_abstract justify ltr">In this research, a real case study of the natural gas supply chain has been investi-gated. Using concepts related to natural gas industry and the relations among the components of gas and oil wells, refineries, storage tanks, dispatching, transmission and distribution network, a seven-level supply chain has been offered and presented schematically. The aim of this paper is to optimize a case study using a multi-objective and multi-period model considering maximize the total revenue, minimize the economic and environmental costs, minimize the penalty per underutilized capac-ity and maximize the service level. A small-sized model was verified and solved using an improved augmented ε-constraint algorithm to generate Pareto optimal solutions and assessed trade-offs among objectives in order to help decision makers make an optimal decision. To the best of our knowledge, this is the first study that presents a multi-objective optimization model for the resilience and sustainable supply chain.</div> <p class="padding-0" style="margin:12px -2px 0 -2px"><strong>Keywords</strong></p> <ul class="block list-inline list-inline-seprator margin-bottom-6 ltr"> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=144&_kw=Resilience" >Resilience</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=106060&_kw=Sustainable" >Sustainable</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=105097&_kw=Supply+chain" >Supply chain</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=106061&_kw=Multi-Objective" >Multi-Objective</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=6427&_kw=Optimization" >Optimization</a> </li> </ul> </div> <hr> <div class="page_break"></div> <div class="panel"> <div class="panel-heading card-header"> <h4 class="panel-title "> <a data-toggle="collapse" data-parent="#accordions" href="#collapsesRef"><i class="fa fa-plus"></i> References</a> </h4> </div> <div id="collapsesRef" class="panel-collapse collapse"> <div class="panel-body justify"> <div class="padding-3 margin-top-3 ltr justify">Al-Sobhi, S.A., Elkamel, A.,(2015<em>). </em>Simulation and optimization of natural gas processing and production network consisting of LNG, GTL, and methanol facilities, <em>Journal of Natural Gas Science and Engineering</em>, Vol. 23(2), pp. 500–508. </div> <div class="padding-3 margin-top-3 ltr justify">Azadeh, A., Raoofi, Z., Zarrin, M., (2015)<em>. </em>A multi-objective fuzzy linear programming model for optimization of natural gas supply chain through a greenhouse gas reduction. <em>Journal of Natural Gas Science and Engineering</em>, Vol. 26, pp.702–710. </div> <div class="padding-3 margin-top-3 ltr justify">Azadeh, A., Shabanpour, N., Soltanpour Gharibdousti, M., Nasirian, B., (2016)<em>. </em>Optimization of supply chain based on macro ergonomics criteria: A case study in gas transmission unit. <em>Journal of Loss Prevention in the Process Industries</em>, Vol. 43, pp. 332-351. </div> <div class="padding-3 margin-top-3 ltr justify">Azevedo, S. 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Eng</em>, Vol.74, pp. 68–83.</div> </div> </div> </div> </div> </div> <!-- /CENTER --> <!-- LEFT --> <div class="col-lg-3 col-md-3 col-sm-4"> <div class="panel panel-default my_panel-default margin-bottom-10"> <div class="panel-body ar_info_pnl" id="ar_info_pnl_cover"> <div id="pnl_cover"> <div class="row" > <div class="col-xs-6 col-md-6 nomargin-bottom"> <a href="javascript:loadModal('International Journal of Supply and Operations Management', './data/ijsom/coversheet/cover_en.jpg')"> <img src="data/ijsom/coversheet/cover_en.jpg" alt="International Journal of Supply and Operations Management" style="width: 100%;"> </a> </div> <div class="col-xs-6 col-md-6 nomargin-bottom"> <h6><a href="./issue_521_522.html">Volume 7, Issue 1 - Serial Number 1</a><br/>February 2020<div id="sp_ar_pages">Pages <span dir="ltr">51-75</span></div></h6> </div> </div> </div> </div> </div> <!-- Download Files --> <div class="panel panel-default my_panel-default margin-bottom-10 panel-lists"> <div 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in"> <div class="panel-body ar_info_pnl"> <ul class="list-group list-group-bordered list-group-noicon" style="display:block !important;max-height:9999px"> <li class="list-group-item"><a class="tag_a">Article View: <i>2,725</i></a></li> <li class="list-group-item"><a class="tag_a">PDF Download: <i>1,987</i></a></li> </ul> </div> </div> </div> </div> <!-- /LEFT --> </div> </section> <div id="cite-apa" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <!-- Modal Header --> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">APA</h4> </div> <!-- Modal Body --> <div class="modal-body"> <p>zamanian, M., Sadeh, E., Amini Sabegh, Z., & Ehtesham Rasi, R. (2020). A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study. <em>International Journal of Supply and Operations Management</em>, 7(1), 51-75. doi: 10.22034/ijsom.2020.1.4</p> </div> </div> </div> </div> <div id="cite-mla" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <!-- Modal Header --> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">MLA</h4> </div> <!-- Modal Body --> <div class="modal-body"> <p>Mohammad Reza zamanian; Ehsan Sadeh; Zeinolabedin Amini Sabegh; Reza Ehtesham Rasi. "A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study". <em>International Journal of Supply and Operations Management</em>, 7, 1, 2020, 51-75. doi: 10.22034/ijsom.2020.1.4</p> </div> </div> </div> </div> <div id="cite-harvard" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <!-- Modal Header --> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">HARVARD</h4> </div> <!-- Modal Body --> <div class="modal-body"> <p>zamanian, M., Sadeh, E., Amini Sabegh, Z., Ehtesham Rasi, R. (2020). 'A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study', <em>International Journal of Supply and Operations Management</em>, 7(1), pp. 51-75. doi: 10.22034/ijsom.2020.1.4</p> </div> </div> </div> </div> <div id="cite-vancouver" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <!-- Modal Header --> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">VANCOUVER</h4> </div> <!-- Modal Body --> <div class="modal-body"> <p>zamanian, M., Sadeh, E., Amini Sabegh, Z., Ehtesham Rasi, R. A Multi-Objective Optimization Model for the Resilience and Sustainable Supply Chain: A Case Study. <em>International Journal of Supply and Operations Management</em>, 2020; 7(1): 51-75. doi: 10.22034/ijsom.2020.1.4</p> </div> </div> </div> </div> </div> </div> <!-- /MAIN CONTENT --> <!-- Subscribe --> <section class="alternate padding-xxs"> </section> <!-- /Subscribe --> <!-- FOOTER --> <div class="container"> <footer id="footer"> <div class="scrollup" id="scroll" href="#"><span></span></div> <div class="row"> <div class="col-md-2"> <!-- Links --> <h4 class="">Explore Journal</h4> <ul class="footer-links list-unstyled"> <li id="fli_home"><a href="./">Home</a></li> <li id="fli_about"><a href="./journal/about">About Journal</a></li> <li id="fli_Edb"><a href="./journal/editorial.board">Editorial Board</a></li> <li id="fli_submit"><a href="./author">Submit Manuscript</a></li> <li id="fli_contactus"><a href="./journal/contact.us">Contact Us</a></li> <li id="fli_glossary"><a href="./journal/glossary">Glossary</a></li> <li id="fli_order_hrdj"><a href="./journal/subscription.form">Hard Copy Subscription</a></li> <li id="fli_sitemap"><a href="./sitemap.xml?usr">Sitemap</a></li> </ul> <!-- /Links --> </div> <div class="col-md-3"> <!-- Latest News --> <h4 class="">Latest News</h4> <ul class="footer-posts list-unstyled"> <li> <a href="./news?newsCode=173">SD of ISC: Sustainable Development of Intelligent Supply Chains based on Trends and Future Directions: Application of Novel Solution Techniques</a> <small class="ltr">2023-03-05</small> </li> </ul> <!-- /Latest News --> </div> <div class="col-md-3"> <!-- Footer Note --> <div><p><a title="Linkedin" href="http://www.linkedin.com/company/ijsom?trk=eml-cp_mktg-btn-welcome-20120607%2F"><img src="images/linkedin.jpg" alt="linkedin" /></a></p></div> <!-- /Footer Note --> </div> <div class="col-md-4"> <!-- Newsletter Form --> <h4 class="">Newsletter Subscription</h4> <p>Subscribe to the journal newsletter and receive the latest news and updates</p> <form class="validate" action="" method="post" data-success="Subscription saved successfully." data-toastr-position="bottom-right"> <input type="hidden" name="_token" value="dc4ae5f8493ae9c337eecc8769c4587a1bdbb48a1d215882"/> <div class="input-group"> <span class="input-group-addon"><i class="fa fa-envelope"></i></span> <input type="email" id="email" name="email" required="required" class="form-control required sbs_email" placeholder="Enter your Email" oninvalid="this.setCustomValidity('Enter a valid email address.')" oninput="this.setCustomValidity('')"> <span class="input-group-btn"> <button class="btn btn-primary mybtn" type="submit">Subscribe</button> </span> </div> </form> <!-- /Newsletter Form --> <!-- Social Icons --> <div class="margin-top-20"> <a class="noborder" href="" target="_blank" class="social-icon social-icon-border social-facebook pull-left block" data-toggle="tooltip" data-placement="top" title="Facebook"> <i class="fa fa-facebook-square" aria-hidden="true"></i> </a> <a class="noborder" href="" target="_blank" class="social-icon social-icon-border social-facebook pull-left block" data-toggle="tooltip" data-placement="top" title="Twitter"> <i class="fa fa-twitter-square" aria-hidden="true"></i> </a> <a class="noborder" href="" target="_blank" class="social-icon social-icon-border social-facebook pull-left block" data-toggle="tooltip" data-placement="top" title="Linkedin"> <i class="fa fa-linkedin-square" aria-hidden="true"></i> </a> <a class="noborder" href="./ju.rss" class="social-icon social-icon-border social-rss pull-left block" data-toggle="tooltip" data-placement="top" title="Rss"><i class="fa fa-rss-square" aria-hidden="true"></i></a> </div> </div> </div> <div class="copyright" style="position: relative"> <ul class="nomargin list-inline mobile-block"> <li>© Journal Management System. <span id='sp_crt'>Powered by <a target='_blank' href='https://www.sinaweb.net/'>Sinaweb</a></span></li> </ul> </div> </footer> </div> <!-- /FOOTER --> </div> <!-- /wrapper --> <!-- SCROLL TO TOP --> <a href="#" id="toTop_old"></a> <!-- PRELOADER --> <div id="preloader"> <div class="inner"> <span class="loader"></span> </div> </div><!-- /PRELOADER --> <!-- JAVASCRIPT FILES --> <script type="text/javascript">var plugin_path = './themes/base/front/assets/plugins/';</script> <script type="text/javascript" src="./themes/base/front/assets/js/scripts.js?v=0.02"></script> <!-- user defined scripts--> <!-- Extra Script Scripts --> <script type="text/javascript"> $('ul.nav li.dropdown').hover(function() { if (window.matchMedia('(max-width: 767px)').matches) return; 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