Peipei Ding , Shi Qiang Liu , Dewang Chen , Erhan Kozan
{"title":"含煤矿的可持续港口码头的需求响应两级装配库存管理模型","authors":"Peipei Ding , Shi Qiang Liu , Dewang Chen , Erhan Kozan","doi":"10.1016/j.rsma.2025.104177","DOIUrl":null,"url":null,"abstract":"<div><div>Nowadays, coal port terminals face considerable challenges such as limited storage capacity, multiple coal brands, uncertain prices and fluctuating demand rates. In this study, a two-echelon assembly inventory model is proposed to reduce inventory costs and improve sustainability of a port terminal together with coal mining sites under complex real-world constraints. In such a two-echelon assembly structure, replenishment information from a port terminal guides several mining sites to determine their inventory levels and production targets. To solve this inventory model, we develop an improved Wagner-Whitin (W-W) algorithm to optimize demand-responsive ordering decisions and support smart port operations by incorporating several factors such as coal grade control and carbon emission costs. Computational results validate that the proposed two-echelon inventory provides new insights on how lower carbon prices can quantitatively lead to increased production, which in turn affects inventory levels at a port terminal and mining sites. This study advances the theoretical foundation of multi-echelon inventory management and provides practical suggestions to enhance sustainability of coal port terminals.</div></div>","PeriodicalId":21070,"journal":{"name":"Regional Studies in Marine Science","volume":"86 ","pages":"Article 104177"},"PeriodicalIF":2.1000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A demand-responsive two-echelon assembly inventory management model for a sustainable port terminal with coal mining sites\",\"authors\":\"Peipei Ding , Shi Qiang Liu , Dewang Chen , Erhan Kozan\",\"doi\":\"10.1016/j.rsma.2025.104177\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Nowadays, coal port terminals face considerable challenges such as limited storage capacity, multiple coal brands, uncertain prices and fluctuating demand rates. In this study, a two-echelon assembly inventory model is proposed to reduce inventory costs and improve sustainability of a port terminal together with coal mining sites under complex real-world constraints. In such a two-echelon assembly structure, replenishment information from a port terminal guides several mining sites to determine their inventory levels and production targets. To solve this inventory model, we develop an improved Wagner-Whitin (W-W) algorithm to optimize demand-responsive ordering decisions and support smart port operations by incorporating several factors such as coal grade control and carbon emission costs. Computational results validate that the proposed two-echelon inventory provides new insights on how lower carbon prices can quantitatively lead to increased production, which in turn affects inventory levels at a port terminal and mining sites. This study advances the theoretical foundation of multi-echelon inventory management and provides practical suggestions to enhance sustainability of coal port terminals.</div></div>\",\"PeriodicalId\":21070,\"journal\":{\"name\":\"Regional Studies in Marine Science\",\"volume\":\"86 \",\"pages\":\"Article 104177\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-04-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Regional Studies in Marine Science\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352485525001689\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Regional Studies in Marine Science","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352485525001689","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECOLOGY","Score":null,"Total":0}
A demand-responsive two-echelon assembly inventory management model for a sustainable port terminal with coal mining sites
Nowadays, coal port terminals face considerable challenges such as limited storage capacity, multiple coal brands, uncertain prices and fluctuating demand rates. In this study, a two-echelon assembly inventory model is proposed to reduce inventory costs and improve sustainability of a port terminal together with coal mining sites under complex real-world constraints. In such a two-echelon assembly structure, replenishment information from a port terminal guides several mining sites to determine their inventory levels and production targets. To solve this inventory model, we develop an improved Wagner-Whitin (W-W) algorithm to optimize demand-responsive ordering decisions and support smart port operations by incorporating several factors such as coal grade control and carbon emission costs. Computational results validate that the proposed two-echelon inventory provides new insights on how lower carbon prices can quantitatively lead to increased production, which in turn affects inventory levels at a port terminal and mining sites. This study advances the theoretical foundation of multi-echelon inventory management and provides practical suggestions to enhance sustainability of coal port terminals.
期刊介绍:
REGIONAL STUDIES IN MARINE SCIENCE will publish scientifically sound papers on regional aspects of maritime and marine resources in estuaries, coastal zones, continental shelf, the seas and oceans.