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Analysis of fuzzy applications in the agri-supply chain: A literature review

机译:农业供应链中模糊应用分析:文献综述

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With the increasing global demand for fresh food, the importance of the mass agri-producing countries has also increased. Agri-production has undergone a significant transformation from traditional practices to precise practices with the help of new technologies such as the IoT, big data, and GIS. However, the impact of such precision on the overall supply chain is insufficient due to the low adaptability of these expensive technologies. Fuzzy logic, known for being able to handle uncertainty in different fields of science and technology, may be able to address the highly uncertain factors of the agri-supply chain, such as the soil content, rainfall, humidity, and production and yield prediction. Thus, this study reviews fuzzy applications in the agri-supply chain considering land suitability, production techniques, irrigation, cold storage deficiencies, transportation, waste management, environmental and sustainability issues, and drought management and establishes an integrated framework. The integrated framework, which aims to analyse the overall supply chain performance, finally concludes that there is a lack of efficient knowledge-based models in the domain. Thus, using collaborative fuzzy applications with big data and GIS with a higher degree of heuristic and meta-heuristic simulations in the agri-supply chain can develop more robust models. (C) 2020 Elsevier Ltd. All rights reserved.
机译:随着全球对新鲜食品的需求越来越多,批量生产国家的重要性也增加了。在IOT,大数据和GIS等新技术的帮助下,农业生产经历了传统实践的重大转型,以确切实践。然而,由于这些昂贵技术的适应性低,这种精度对整体供应链的影响不足。由于能够处理不同的科学和技术领域的不确定性而闻名的模糊逻辑可能能够解决农业供应链的高度不确定因素,例如土壤含量,降雨,湿度和生产和产量预测。因此,这项研究审查了考虑到土地适宜性,生产技术,灌溉,冷库缺陷,运输,废物管理,环境和可持续性问题以及干旱管理以及建立综合框架的模糊应用。综合框架,旨在分析整体供应链绩效,最终得出结论,域中缺乏有效的知识型号。因此,在农业供应链中使用具有大数据和GIS具有更高程度的启发式和元启发式模拟的协同模糊应用可以开发更强大的型号。 (c)2020 elestvier有限公司保留所有权利。

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