葡萄酒信息存储与分析平台研发

发布时间：2019-01-27 22:00

【摘要】：葡萄酒行业在中国有着较长的发展历史,但是葡萄酒的产量、质量整体仍然落后于西方国家。运用互联网思维,对相同地区的葡萄酒业的整个产业链进行信息化管理,使葡萄酒企业能从葡萄种植、葡萄酒生产中优化葡萄酒的产量、质量,从葡萄酒的销售情况中做出正确的市场决策,这对于提高中国葡萄酒企业的竞争力来说,意义十分重大。宁夏贺兰山东麓的自然条件非常适合葡萄的生长,这里云集了许多葡萄酒庄,本文将以此地为研究背景进行系统设计与开发。本系统采用B/S架构,使用MySQL将收集到的酒庄的葡萄种植及葡萄酒生产信息进行存储;采用Echarts实现对提取的关键数据的统计分析可视化;运用多元线性回归算法、BP神经网络算法及ARIMA算法进行挖掘,指导葡萄的种植,葡萄酒的酿造;整个操作都在JavaWeb设计的界面中进行,操作方便。系统分为六个功能模块,其中:数据处理模块,负责数据的存储与提取;信息查询模块,提供葡萄、葡萄酒、葡萄酒庄的重要数据的查询;统计分析模块,负责葡萄病虫害、产量,葡萄酒产量、销量的情况的展示;预测推荐模块,提供施肥量、葡萄酒质量的预测;用户信息模块,实现用户信息修改的操作;系统管理模块,实现用户权限控制及分配的操作。
[Abstract]:The wine industry in China has a long history of development, but the overall output and quality of wine still lags behind the Western countries. Using Internet thinking, the whole industry chain of wine industry in the same area is managed by information technology, so that wine enterprises can optimize the output and quality of wine from grape planting and wine production. It is very important to make the right market decision from the wine sales situation to improve the competitiveness of Chinese wine enterprises. The natural conditions in the eastern foot of Helan Mountain in Ningxia are very suitable for grape growth. The system uses B / S structure, uses MySQL to store the information of grape planting and wine production in winery, uses Echarts to realize the visualization of statistical analysis of the key data extracted. Multiple linear regression algorithm, BP neural network algorithm and ARIMA algorithm are used to mine grape to guide grape planting and wine brewing. The whole operation is carried out in the interface of JavaWeb design, and the operation is convenient. The system is divided into six functional modules: data processing module, which is responsible for data storage and extraction; Statistical analysis module, responsible for grape pests, production, wine production, sales of the display; forecasting recommended module to provide fertilizer, wine quality prediction, user information module, to achieve user information modification operation; The system management module realizes the operation of user rights control and assignment.
【学位授予单位】：宁夏大学
【学位级别】：硕士
【学位授予年份】：2017
【分类号】：TP311.52

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