基于“互联网+”的风电运营监控中心研究与应用  

Research and Application of Wind Power Operation Monitoring Center Based on‘Internet+’

作　　者：尹诗 于晓东[2] 李宁 张松松 YIN Shi;YU Xiaodong;LI Ning;ZHANG Songsong(ZhongNeng Power-Tech Development Co.,LTD,Beijing 100034;College of Control and Computer Engineering,North China Electric Power University,Beijing,102206 China)

机构地区：[1]中能电力科技开发有限公司,北京100034 [2]华北电力大学控制与计算机工程学院,北京102206

出　　处：《风力发电》2018年第5期6-11,共6页Wind Power

摘　　要：风能是最早利用也是最多的新能源发电方式之一。随着风力发电机组装机规模不断扩大,风电企业对生产运营及设备管控提出了更高的要求。为更好的客观评价风电企业运营管控状况,各大运行商相继建立了风电生产运营监控中心实现对下辖风电企业进行精细化管理。传统的风电生产运营监控系统以实时数据库作为底层数据存储,以单台硬件作为系统后台计算资源。伴随着计算指标,尤其数据存储的增加,传统的数据存储架构已满足不了当前系统建设的需要。文章提出了基于“互联网+”的风电运营监控中心,基于“互联网+”的风电移动运营监控中心是利用微信、大数据、数据挖掘、html5等互联网技术结合风电运营业务建设的一体化运营平台。在此基础上开展风电运营大数据分析,深入挖掘机组的发电性能和设备大部件运行缺陷,提高风电场生产与设备管理水平,实现风电场的优化运行与管理。wind energy is one of the earliest and most used new energy sources.With the continuous expansion of wind turbine installation scale,wind power enterprises put forward higher requirements for production,operation and equipment management and control.In order to objectively evaluate the operation and control status of wind power enterprises,the major operators have established wind power production and operation monitoring center to achieve fine management of wind power enterprises under their jurisdiction.Traditional wind power production and operation monitoring system uses real-time database as the underlying data storage,and single hardware as the system background computing resources.With the increase of computing index,especially data storage,the traditional data storage architecture cannot meet the needs of current system construction.Based on the“Internet+”wind power operation monitoring center,the wind power mobile operation monitoring center based on“Internet”is an integrated operation platform combining WeChat,big data,data mining,Html5 and other Internet technologies combined with the construction of wind power operation business.The large data technology is used to collect,store,process,exchange and integrate the real-time data of wind turbine,boost station,gateway meter and wind tower in wind farm.On this basis,the large data analysis of wind power operation is carried out,and the generator performance and operation defects of large parts of equipment are excavated in depth,so as to improve the production and equipment management of wind farm.Rationale to achieve optimal operation and management of wind farms.

关 键 词：风电运营监控 互联网+ HADOOP 数据挖掘 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]