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节能与减排背景下鲜活农产品冷链物流运输优化路径研究。

Research on the optimized route of cold chain logistics transportation of fresh products in context of energy-saving and emission reduction.

机构信息

School of Management, Shanghai University of Engineering Science, Shanghai 201620, China.

School of Business Administration, Shanghai Lixin University of Accounting and Finance, Shanghai 201209, China.

出版信息

Math Biosci Eng. 2021 Feb 23;18(2):1926-1940. doi: 10.3934/mbe.2021100.

Abstract

With the level of science and technology, the logistics industry is paying more and more attention to sustainable development. However, the current cold chain logistics industry generally has problems such as backward refrigeration technology, irrational distribution management, and outdated equipment, which make its energy consumption serious and cause severe carbon emission effects on the environment. Optimizing the carbon emission structure of the cold chain logistics industry is the top priority for ensuring the sustainable development of the logistics industry. The circulation of fresh products is mainly through cold chain logistics. However, there are some problems of excessively high cost of the cold chain and easy disconnection during the cold transportation process in Chinese cold chain logistics, which severely restricts the development of Chinese cold chain logistics. Because of the perishability and strong timeliness of distribution of fresh products, inventory costs, penalties, and damage costs need to be considered. Because fresh products should utilize refrigerated transportation, it is also necessary to consider refrigerated costs during transportation and cold storage cost in distribution centers. Based on the goal of the lowest total cost, this paper constructs an integer programming model and analyzes cases. By comparing the simulation results of the genetic algorithm and the hybrid algorithm, it is concluded that the hybrid algorithm is more effective.

摘要

随着科学技术水平的提高,物流行业越来越关注可持续发展。然而,当前冷链物流行业普遍存在制冷技术落后、配送管理不合理、设备陈旧等问题,导致其能源消耗严重,对环境造成严重的碳排放影响。优化冷链物流行业的碳排放结构是确保物流行业可持续发展的重中之重。新鲜产品的流通主要通过冷链物流来实现。然而,中国冷链物流在冷链运输过程中存在成本过高且容易中断的问题,严重制约了中国冷链物流的发展。由于新鲜产品的易腐性和强时效性,需要考虑库存成本、罚款和损坏成本。由于新鲜产品需要利用冷藏运输,因此还需要考虑运输过程中的冷藏成本和配送中心的冷藏成本。基于总成本最低的目标,构建了整数规划模型并进行了案例分析。通过比较遗传算法和混合算法的模拟结果,得出混合算法更有效的结论。

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