基于Hadoop的生物质能源工程数据资源管理平台

Data Resource Management Platform of Biomass Energy Engineering Based on Hadoop

针对我国生物质能源工程信息化程度比较低的现状,结合当今流行的大数据处理技术,基于Hadoop开源框架设计并且实现了生物质能源工程数据资源管理平台.介绍了平台的主要功能模块,包括生物质能源工程的管理、监测指标的管理、实时监测、反欺诈模型的管理、统计分析等.对平台建设中的关键技术包括数据获取、大数据存储、大数据处理、负载均衡等做了深入研究.旨在将物联网技术,互联网技术和大数据处理技术与生物质能源工程有机的结合起来,提高生物质能源工程的信息化水平,保障生产安全,优化工艺流程,实现效益最大化,为同类工程的建设提供理论和实践依据.

In view of the current situation of China＇s relatively low informatization level of biomass energy engineering,we combine today＇s popular big data processing technology, design and implement a biomass energy engineering data resource management platform based on Hadoop open source framework. This paper introduces the main function modules of the platform, including the management of biomass energy engineering, the management of monitoring indicators, real-time monitoring, the management of anti-fraud model, statistical analysis, etc. In-depth research on key technologies of platform construction has been carried out, including data acquisition, big data storage, big data processing, load balancing, and so on. Combining Internet of Things technology, Internet technology, and big data processing technology with biomass energy engineering organically, we can improve the informatization level of biomass energy engineering, ensure the production safety, optimize the manufacturing process, and maximize the benefits, thus provide theoretical and practical basis for the construction of similar projects.