摘要
海上风电场数据包括整体规划、工程建设和生产运营等全过程数据信息以及根据过程数据信息所产生的相应管理方法和管理决策信息,根据海上风电场的运维特点对海上风电大数据的范围、分类及技术方法做简单分析,从安全和智慧的角度去推进海上风电场的施工和运维工作。文章提出一种大数据分析方法,将海上风电场所有数据进行统一整合然后进行深入的整理分析,并实际应用到风场的施工和运维工作中,可为海上风电场的施工人员、船只的作业安全提供有效依据。同时将风机主控数据、辅控数据、综合自动化数据、视频监控等数据接入到平台中,为运维人员的故障分析提供全面的数据指导。
The data of offshore wind farm includes the whole process data information such as overall planning,project capital construction and production operation,as well as the corresponding management methods and management decision-making information generated according to the process data information.According to the operation and maintenance characteristics of offshore wind farm,this paper makes a simple analysis on the scope,classification and technical methods of offshore wind power big data,Promote the construction,operation and maintenance of offshore wind farms from the perspective of safety and wisdom.A big data analysis method is proposed,which unifies and integrates all the data of offshore wind farm,then makes in-depth sorting and analysis,and is actually applied to the construction and operation and maintenance of wind farm,which can provide an effective basis for the operation safety of construction personnel and ships of offshore wind farm.At the same time,the main control data,auxiliary control data,integrated automation data,video monitoring and other data of the fan are connected to the platform to provide comprehensive data guidance for the fault analysis of the operation and maintenance personnel.
作者
纪云松
敖立争
刘海南
赵文胜
JI Yunsong;AO Lizheng;LIU Hainan;ZHAO Wensheng(Guangdong Huadian Fuxin Yangjiang Offshore Wind Power Co.,Ltd.,Yangjiang 529500,Guangdong,China)
出处
《船舶工程》
CSCD
北大核心
2022年第S01期93-96,共4页
Ship Engineering
关键词
海上风电
大数据分析
安全和智慧
offshore wind power
big data analysis
safety and wisdom
作者简介
纪云松(1969—),男,高级工程师。研究方向:海上风电场项目建设及管理。
