Modelling supply chain network for procurement of food grains in India

被引:39
|
作者
Mogale, D. G. [1 ,2 ]
Ghadge, Abhijeet [2 ]
Kumar, Sri Krishna [1 ]
Tiwari, Manoj Kumar [1 ]
机构
[1] Indian Inst Technol Kharagpur, Dept Ind & Syst Engn, Kharagpur, W Bengal, India
[2] Cranfield Univ, Sch Management, Ctr Logist & Supply Chain Management, Cranfield, Beds, England
关键词
food supply chain; modelling and optimisation; food grains; clustering; genetic algorithm; procurement; GENETIC ALGORITHM; DECISION-MAKING; LOADING STATIONS; MANAGEMENT; TRANSPORTATION; SUSTAINABILITY; FRAMEWORK; STORAGE; UNCERTAINTY; OPERATIONS;
D O I
10.1080/00207543.2019.1682707
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The procurement of food grains from farmers and their transportation to regional level has become decisive due to increasing food demand and post-harvest losses in developing countries. To overcome these challenges, this paper attempts to develop a robust data-driven supply chain model for the efficient procurement of food grains in India. Following the data collected from three leading wheat producing Indian regions, a mixed-integer linear programming model is formulated for minimising total supply chain network costs and determining number and location of procurement centres. The NK Hybrid Genetic Algorithm (NKHGA) is employed to cluster the villages, along with a novel density-based approach to optimise the supply chain network. Sensitivity analysis indicates that policymakers should focus on creating an adequate number of procurement centres in each surplus state, well before the start of the harvesting season. The study is expected to benefit food grain supply chain stakeholders such as farmers, procurement agencies, logistics providers and government bodies in making an informed decision.
引用
收藏
页码:6493 / 6512
页数:20
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