An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand
Thailand is one of the countries with the economy depends primarily on an agriculture sector. As a result of the government campaign, the country's milk consumption has been continually increasing. Cow milk is produced by farmers of private organizations and dairy cooperatives. A medium-sized d...
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th-mahidol.876062023-06-24T00:20:49Z An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand Sarttra T. Mahidol University Computer Science Thailand is one of the countries with the economy depends primarily on an agriculture sector. As a result of the government campaign, the country's milk consumption has been continually increasing. Cow milk is produced by farmers of private organizations and dairy cooperatives. A medium-sized dairy cooperative with only a pasteurization plant is in the interest of this study, with the majority of farmer members being smallholders. According to the preliminary study, one of the primary issues is a lack of systematic management of the total cattle herd structure, which results in either an overabundance or a shortage of milk. This research proposes a novel way to supply management that is responsive to the demand for products at any given time, as well as a simplified herd structure management, by resolving the problem in a medium-sized dairy cooperative in Thailand using Mixed Integer Linear Programming (MILP). Based on historical cooperative data and secondary technical farming data, the experimental results of Lingo19 demonstrated that a focused dairy cooperative can increase its total profit and improve the systematic relationship between supply and demand by maintaining the optimal cooperative herd structure. 2023-06-23T17:20:49Z 2023-06-23T17:20:49Z 2023-08-01 Article Computers and Industrial Engineering Vol.182 (2023) 10.1016/j.cie.2023.109355 03608352 2-s2.0-85161645878 https://repository.li.mahidol.ac.th/handle/123456789/87606 SCOPUS |
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Computer Science Sarttra T. An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand |
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Thailand is one of the countries with the economy depends primarily on an agriculture sector. As a result of the government campaign, the country's milk consumption has been continually increasing. Cow milk is produced by farmers of private organizations and dairy cooperatives. A medium-sized dairy cooperative with only a pasteurization plant is in the interest of this study, with the majority of farmer members being smallholders. According to the preliminary study, one of the primary issues is a lack of systematic management of the total cattle herd structure, which results in either an overabundance or a shortage of milk. This research proposes a novel way to supply management that is responsive to the demand for products at any given time, as well as a simplified herd structure management, by resolving the problem in a medium-sized dairy cooperative in Thailand using Mixed Integer Linear Programming (MILP). Based on historical cooperative data and secondary technical farming data, the experimental results of Lingo19 demonstrated that a focused dairy cooperative can increase its total profit and improve the systematic relationship between supply and demand by maintaining the optimal cooperative herd structure. |
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Mahidol University Sarttra T. |
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title |
An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand |
title_short |
An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand |
title_full |
An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand |
title_fullStr |
An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand |
title_full_unstemmed |
An optimal approach for supply and demand management with the consideration of cattle herd structure management: A case study of medium-size dairy cooperative in Thailand |
title_sort |
optimal approach for supply and demand management with the consideration of cattle herd structure management: a case study of medium-size dairy cooperative in thailand |
publishDate |
2023 |
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https://repository.li.mahidol.ac.th/handle/123456789/87606 |
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1781413890285895680 |