迈向全球粮食安全:通过分析转变OCP

A. Becker, Kassem Benabderrazik, D. Bertsimas, Nada Chtinna, Nada El Majdoub, Elham Mahboubi, Driss Lahlou Kitane, Steve Kokkotos, Georgia Mourtzinou, Ilyas Rakhis
{"title":"迈向全球粮食安全:通过分析转变OCP","authors":"A. Becker, Kassem Benabderrazik, D. Bertsimas, Nada Chtinna, Nada El Majdoub, Elham Mahboubi, Driss Lahlou Kitane, Steve Kokkotos, Georgia Mourtzinou, Ilyas Rakhis","doi":"10.1287/inte.2021.1111","DOIUrl":null,"url":null,"abstract":"Humanity relies on cultivated lands to feed itself and thrive. Fertilizers are responsible for 30%–50% of food production, and phosphate, the naturally occurring form of phosphorus, which does not have a substitute, is an essential component of fertilizers. OCP, based in Morocco, is the world’s largest phosphate mining and processing company and therefore plays a critical role in global food security. Over the past decade, OCP, in collaboration with Dynamic Ideas, an analytics consulting company, developed a mixed-integer optimization model to holistically optimize its entire sales and supply chain—from the mines to physical treatments, to chemical facilities, to inventory facilities, and to the port for global distribution. The optimization model brings clarity to a complex supply chain, informs management decisions throughout OCP, and has consistently resulted in an improvement of over 20% in earnings before interest, taxes, depreciation, and amortization (EBITDA) annually. This amounted to over $2.3 billion in the period 2015–2020 (23.6% of the cumulative EBITDA of $9.9 billion over this period). This incremental profitability has fueled OCP’s financing capacity; as a result, OCP is implementing a $20 billion capital expenditures (CAPEX) program. The first phase of the CAPEX program led to the doubling of OCP’s mining capacity and the tripling of its fertilizer production capacity. As a result, OCP increased its fertilizer production capacity by eight million tons in the past decade. The model enabled OCP to produce customized fertilizers that helped improve agricultural yields, which in turn led to increased food production, especially in Africa. The increased production of fertilizers and the availability of customized fertilizers have contributed toward global food security. By demonstrating the interconnectedness of all OCP businesses, the model contributed to creating a culture of collaboration, innovation, and entrepreneurship across the company while breaking the existing silos among departments. This transformation led to the establishment of an analytics-based problem-solving approach throughout OCP and a successful executive education class at the Massachusetts Institute of Technology, thus enriching the university.","PeriodicalId":430990,"journal":{"name":"INFORMS J. Appl. Anal.","volume":"245 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Toward Global Food Security: Transforming OCP Through Analytics\",\"authors\":\"A. Becker, Kassem Benabderrazik, D. Bertsimas, Nada Chtinna, Nada El Majdoub, Elham Mahboubi, Driss Lahlou Kitane, Steve Kokkotos, Georgia Mourtzinou, Ilyas Rakhis\",\"doi\":\"10.1287/inte.2021.1111\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Humanity relies on cultivated lands to feed itself and thrive. Fertilizers are responsible for 30%–50% of food production, and phosphate, the naturally occurring form of phosphorus, which does not have a substitute, is an essential component of fertilizers. OCP, based in Morocco, is the world’s largest phosphate mining and processing company and therefore plays a critical role in global food security. Over the past decade, OCP, in collaboration with Dynamic Ideas, an analytics consulting company, developed a mixed-integer optimization model to holistically optimize its entire sales and supply chain—from the mines to physical treatments, to chemical facilities, to inventory facilities, and to the port for global distribution. The optimization model brings clarity to a complex supply chain, informs management decisions throughout OCP, and has consistently resulted in an improvement of over 20% in earnings before interest, taxes, depreciation, and amortization (EBITDA) annually. This amounted to over $2.3 billion in the period 2015–2020 (23.6% of the cumulative EBITDA of $9.9 billion over this period). This incremental profitability has fueled OCP’s financing capacity; as a result, OCP is implementing a $20 billion capital expenditures (CAPEX) program. The first phase of the CAPEX program led to the doubling of OCP’s mining capacity and the tripling of its fertilizer production capacity. As a result, OCP increased its fertilizer production capacity by eight million tons in the past decade. The model enabled OCP to produce customized fertilizers that helped improve agricultural yields, which in turn led to increased food production, especially in Africa. The increased production of fertilizers and the availability of customized fertilizers have contributed toward global food security. By demonstrating the interconnectedness of all OCP businesses, the model contributed to creating a culture of collaboration, innovation, and entrepreneurship across the company while breaking the existing silos among departments. This transformation led to the establishment of an analytics-based problem-solving approach throughout OCP and a successful executive education class at the Massachusetts Institute of Technology, thus enriching the university.\",\"PeriodicalId\":430990,\"journal\":{\"name\":\"INFORMS J. Appl. Anal.\",\"volume\":\"245 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"INFORMS J. Appl. Anal.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1287/inte.2021.1111\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"INFORMS J. Appl. Anal.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1287/inte.2021.1111","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

人类依靠耕地来养活自己和繁荣。肥料占粮食产量的30%-50%,而磷酸盐是磷的自然形式,没有替代品,是肥料的重要组成部分。总部位于摩洛哥的OCP是世界上最大的磷矿开采和加工公司,因此在全球粮食安全方面发挥着关键作用。在过去的十年中,OCP与分析咨询公司Dynamic Ideas合作,开发了一个混合整数优化模型,以全面优化其整个销售和供应链——从矿山到物理处理,到化学设施,到库存设施,再到全球分销的港口。优化模型为复杂的供应链提供了清晰的信息,为整个OCP的管理决策提供了信息,并且每年的利息、税项、折旧和摊销前利润(EBITDA)持续提高20%以上。在2015-2020年期间,这一数字超过23亿美元(占同期99亿美元的累计EBITDA的23.6%)。盈利能力的增加提高了OCP的融资能力;因此,OCP正在实施一项200亿美元的资本支出(CAPEX)计划。资本支出计划的第一阶段使OCP的采矿能力增加了一倍,化肥生产能力增加了两倍。因此,OCP在过去十年中增加了800万吨化肥生产能力。该模型使OCP能够生产定制肥料,帮助提高农业产量,从而增加粮食产量,特别是在非洲。化肥产量的增加和定制肥料的可用性为全球粮食安全做出了贡献。通过展示所有OCP业务之间的相互联系,该模型有助于在整个公司创造一种协作、创新和创业的文化,同时打破了部门之间现有的孤岛。这种转变促使OCP建立了一种基于分析的问题解决方法,并在麻省理工学院成功开设了高管教育课程,从而丰富了这所大学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toward Global Food Security: Transforming OCP Through Analytics
Humanity relies on cultivated lands to feed itself and thrive. Fertilizers are responsible for 30%–50% of food production, and phosphate, the naturally occurring form of phosphorus, which does not have a substitute, is an essential component of fertilizers. OCP, based in Morocco, is the world’s largest phosphate mining and processing company and therefore plays a critical role in global food security. Over the past decade, OCP, in collaboration with Dynamic Ideas, an analytics consulting company, developed a mixed-integer optimization model to holistically optimize its entire sales and supply chain—from the mines to physical treatments, to chemical facilities, to inventory facilities, and to the port for global distribution. The optimization model brings clarity to a complex supply chain, informs management decisions throughout OCP, and has consistently resulted in an improvement of over 20% in earnings before interest, taxes, depreciation, and amortization (EBITDA) annually. This amounted to over $2.3 billion in the period 2015–2020 (23.6% of the cumulative EBITDA of $9.9 billion over this period). This incremental profitability has fueled OCP’s financing capacity; as a result, OCP is implementing a $20 billion capital expenditures (CAPEX) program. The first phase of the CAPEX program led to the doubling of OCP’s mining capacity and the tripling of its fertilizer production capacity. As a result, OCP increased its fertilizer production capacity by eight million tons in the past decade. The model enabled OCP to produce customized fertilizers that helped improve agricultural yields, which in turn led to increased food production, especially in Africa. The increased production of fertilizers and the availability of customized fertilizers have contributed toward global food security. By demonstrating the interconnectedness of all OCP businesses, the model contributed to creating a culture of collaboration, innovation, and entrepreneurship across the company while breaking the existing silos among departments. This transformation led to the establishment of an analytics-based problem-solving approach throughout OCP and a successful executive education class at the Massachusetts Institute of Technology, thus enriching the university.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信