混凝土泵送机械大数据挖掘与应用

Big data mining and application of concrete pumping machinery

基于混凝土机械设备的施工数据、业务和生产数据,通过数据清洗和识别技术、业务模型和算法分析技术、数据可视化展示技术,构建了混凝土泵送机械的大数据分析平台,分析了全国相关设备的开工率、市场和发展趋势,并进行了市场预测,实现了动态维护保养、故障统计和实时预警,实现了大数据驱动生产、市场和服务的应用。未来可通过大数据驱动实现工程机械的智能化的转型和发展。

The data cleaning and recognition technology, business model and algorithm analysis technology, data visualization display technology were used to build the big data analysis platform, based on the working data and business data of concrete machinery. The goal to analysis the construction rate and market analysis of all the equipment in China were achieved, also the developing trend and market forecast were made, and dynamic maintenance, fault statistics and real-time warning were also achieved. The purpose of data driven production, market and service were realized, and the transformation and development of intelligent of construction machinery can be realized through big data drive in the near future.