Research on the Performance Evaluation Method for Cold Chain Logistics of Agriculture Products Based on BP Neural Network Mode
نویسنده
چکیده
Based on BP neural network model, this paper aims at evaluating the performance of cold chain logistics of agriculture products. This paper analyses on the basis of the fresh business' current situation of cold chain logistics, sums up the bottleneck of China's cold chain logistics of agriculture products operation, provides competitive and practical fresh electric cold chain distribution mode in the current cold chain mode of operation and discusses the related problems. The evaluation method is effective to prevent cross contamination of agricultural products, ensure the health, safety and quality of any link from farm to table, and give consumers safe diet to improve people's health level.
منابع مشابه
Performance evaluation of chain saw machines for dimensional stones using feasibility of neural network models
Prediction of the production rate of the cutting dimensional stone process is crucial, especially when chain saw machines are used. The cutting dimensional rock process is generally a complex issue with numerous effective factors including variable and unreliable conditions of the rocks and cutting machines. The Group Method of Data Handling (GMDH) type of neural network and Radial Basis Functi...
متن کاملAn Ant Colony approach to forward-reverse logistics network design under demand certainty
Forward-reverse logistics network has remained a subject of intensive research over the past few years. It is of significant importance to be issued in a supply chain because it affects responsiveness of supply chains. In real world, problems are needed to be formulated. These problems usually involve objectives such as cost, quality, and customers' responsiveness and so on. To this reason, we ...
متن کاملDeveloping a Mixed Integer Quadratic Programing Model with Integer Numbers for Designing a Dynamic closed-loop Logistics Network
Logistics Network Design includes network configuration decisions having long-standing influences on other tactical and operational decisions. Recently, regarding environmental issues and customer awareness and global warming closed-loop supply chain network design is taken into consideration. The proposed network for the integrated forward and reverse logistics is developed by formulating a cy...
متن کاملPredicting air pollution in Tehran: Genetic algorithm and back propagation neural network
Suspended particles have deleterious effects on human health and one of the reasons why Tehran is effected is its geographically location of air pollution. One of the most important ways to reduce air pollution is to predict the concentration of pollutants. This paper proposed a hybrid method to predict the air pollution in Tehran based on particulate matter less than 10 microns (PM10), and the...
متن کاملCold Chain Logistics Monitoring System with Temperature Modeling
Cold chain logistics guarantees the quality and freshness of some especial agriculture products. At present cold chain logistics monitoring system can just monitor single point of the temperature in the cold chain vehicle body, it cannot estimate the space temperature distribution of cold chain vehicle body. This paper introduces a cold chain logistics monitoring system based on ARM Linux. The ...
متن کامل