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

IF 2.1 4区 环境科学与生态学 Q3 ECOLOGY
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 ,&nbsp;Shi Qiang Liu ,&nbsp;Dewang Chen ,&nbsp;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 ,&nbsp;Shi Qiang Liu ,&nbsp;Dewang Chen ,&nbsp;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}
引用次数: 0

摘要

目前,煤炭港口码头面临着容量有限、煤炭品牌多、价格不确定、需求波动等诸多挑战。为了降低库存成本,提高港口码头与煤矿场地在复杂现实条件下的可持续性,本文提出了一种两梯次装配库存模型。在这种两级装配结构中,来自港口码头的补给信息指导几个矿区确定其库存水平和生产目标。为了解决这个库存模型,我们开发了一种改进的wagner - whtin (W-W)算法,通过结合煤炭品位控制和碳排放成本等几个因素来优化需求响应型订购决策,并支持智能港口运营。计算结果验证了所提出的两梯队库存为降低碳价格如何定量地导致产量增加提供了新的见解,从而影响港口码头和矿区的库存水平。本研究提出了多级库存管理的理论基础,并为提高煤炭港口码头的可持续性提供了实践建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
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
Regional Studies in Marine Science
Regional Studies in Marine Science Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
3.90
自引率
4.80%
发文量
336
审稿时长
69 days
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.
×
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