{"title":"A four-echelon supply chain inventory model for growing items with imperfect quality and errors in quality inspection","authors":"Makoena Sebatjane, Olufemi Adetunji","doi":"10.1007/s10479-023-05501-4","DOIUrl":null,"url":null,"abstract":"<div><p>To safeguard the livelihood of consumers, food producers are required, either by law or regulatory bodies, to inspect their products for quality before selling the products to consumers. This is because food processing, as is the case with most production systems, is not perfect and there is a possibility that some of the processed products do not meet the required quality standard. Likewise, the inspection process is seldom perfect, meaning that it is subject to errors and thus, some of the processed products might be incorrectly classified. In light of this, an inventory model for a four-echelon food processing supply chain is developed. The supply chain has a farming echelon where live items are grown with the possibility that some of them might not survive; a processing echelon where the live items are transformed into processed inventory; an inspection echelon where the processed inventory is classified into good and poorer quality classes under the assumption that the inspection process is subject to type I and type II errors; and a retail echelon where the processed inventory of good quality is sold to consumers. The supply chain is modelled as a profit maximisation problem and a solution procedure for solving the model is proposed. The problem is studied under both centralised and decentralised supply chain structures and from the analysis, the centralised supply chain with a profit-sharing agreement performs better in terms of profit maximisation.</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"335 1","pages":"327 - 359"},"PeriodicalIF":4.4000,"publicationDate":"2023-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10479-023-05501-4.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of Operations Research","FirstCategoryId":"91","ListUrlMain":"https://link.springer.com/article/10.1007/s10479-023-05501-4","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPERATIONS RESEARCH & MANAGEMENT SCIENCE","Score":null,"Total":0}
引用次数: 0
Abstract
To safeguard the livelihood of consumers, food producers are required, either by law or regulatory bodies, to inspect their products for quality before selling the products to consumers. This is because food processing, as is the case with most production systems, is not perfect and there is a possibility that some of the processed products do not meet the required quality standard. Likewise, the inspection process is seldom perfect, meaning that it is subject to errors and thus, some of the processed products might be incorrectly classified. In light of this, an inventory model for a four-echelon food processing supply chain is developed. The supply chain has a farming echelon where live items are grown with the possibility that some of them might not survive; a processing echelon where the live items are transformed into processed inventory; an inspection echelon where the processed inventory is classified into good and poorer quality classes under the assumption that the inspection process is subject to type I and type II errors; and a retail echelon where the processed inventory of good quality is sold to consumers. The supply chain is modelled as a profit maximisation problem and a solution procedure for solving the model is proposed. The problem is studied under both centralised and decentralised supply chain structures and from the analysis, the centralised supply chain with a profit-sharing agreement performs better in terms of profit maximisation.
为了保障消费者的生活,法律或监管机构要求食品生产商在向消费者出售产品之前,必须对产品进行质量检验。这是因为,与大多数生产系统一样,食品加工并不是完美无缺的,有些加工产品有可能不符合规定的质量标准。同样,检验过程也不可能十全十美,这意味着检验过程可能会出现错误,因此,一些加工产品可能会被错误分类。有鉴于此,我们建立了一个四梯队食品加工供应链的库存模型。该供应链有一个种植梯队,负责种植活物,其中一些可能无法存活;一个加工梯队,负责将活物转化为加工存货;一个检验梯队,负责将加工存货分为质量好和质量差两个等级,假设检验过程存在 I 类和 II 类错误;以及一个零售梯队,负责将质量好的加工存货出售给消费者。供应链被模拟为利润最大化问题,并提出了解决该模型的求解程序。在集中式和分散式供应链结构下对该问题进行了研究,从分析结果来看,具有利润分享协议的集中式供应链在利润最大化方面表现更好。
期刊介绍:
The Annals of Operations Research publishes peer-reviewed original articles dealing with key aspects of operations research, including theory, practice, and computation. The journal publishes full-length research articles, short notes, expositions and surveys, reports on computational studies, and case studies that present new and innovative practical applications.
In addition to regular issues, the journal publishes periodic special volumes that focus on defined fields of operations research, ranging from the highly theoretical to the algorithmic and the applied. These volumes have one or more Guest Editors who are responsible for collecting the papers and overseeing the refereeing process.