Intelligent Recommendation Strategy for Selection and Matching of Agricultural Machinery to Improve the Level of Raw Grain Harvesting and Storage Industry Chain
The level of agricultural mechanization is an important symbol of agricultural modernization.In order to realize the modernization of the raw grain collection and storage industry chain and ensure the safety of grain quantity and quali-ty,it is necessary for new agricultural operators to build the integrated service system of the raw grain collection and stor-age supply chain with the support of the government,so as to improve the modernization level of agricultural machinery and the supporting level of modern agricultural machinery in all links of the raw grain collection and storage supply chain.Based on this,first of all,through the questionnaire survey,the basic characteristics of the new agricultural business en-tities in the main production areas of the three northeastern provinces,the level of using modern agricultural machinery in all links of the raw grain collection and storage supply chain,and the characteristics of hosting services were obtained.Secondly,identified the bottleneck problems,including the overall low level of application of modern agricultural machin-ery in the collection and storage industry chain,the urgent need to solve the optimization of the allocation of modern ma-chinery in the whole process of mechanization and the collection,storage and sales chain in the raw grain collection and storage industry chain,and the low enthusiasm of the new agricultural business entities to serve the raw grain collection and storage industry chain with modern agricultural machinery.Finally,the first was to put forward the intelligent recom-mendation strategy for the selection and matching of agricultural machinery to improve the level of agricultural machinery,which was characterized by building a database for the selection and matching of agricultural machinery,using the combi-nation of deep learning algorithms,and more scientific recommendation of the selection and matching of agricultural ma-chinery in line with economic and ecological benefits;The second was to put forward a benefit compensation mechanism for the government to ensure that the new agricultural operators serve the raw grain collection and storage industry chain with modern agricultural machinery,including supporting the village collective economic organizations to run cooperatives and enterprise-type family farms in the form of special subsidies,transfer payments,etc.,to achieve land standardiza-tion and standardization of agricultural machinery teams;Encourage new agricultural operators to implement the support-ing standards of modern agricultural machinery in all links of the collection and storage supply chain by replacing compen-sation with awards.
raw grain harvesting and storage industry chainmodern agricultural machineryagricultural modernization
国家科技期刊平台
NSTL
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