海上风力发电机组运行数据实时分析系统

Real-Time Analysis System of Offshore Wind Turbine Data

文章介绍了海上风机发电机机组运行数据实时分析系统,对风电场前期运行数据进行实时分析,实现对开发设计相关指标的验证及优化。加强机组运行效果监控,开发适用于研发人员适用的数据分析系统平台。数据分析平台开发内容主要包括:机组设备运行效果数据分析、性能评估;对机组运行关键数据进行自动分析,提供时序图、散点图等可视化展示。挖掘关键部件异常状态数据;对不同机组相同数据横向对比分析,提供二维、三维、雷达图等可视化展示。风机控策略执行异常识别,转矩策略分析、偏航误差分析。对机组累积数据自动分析,按照机组开发需求模式提供机组运行报告。故障触发时间点机组状态数据关联存储及分析。

The operating data analysis technology of the offshore fans generator set is introduced,and realtime analysis of the wind field operating data is performed in real time,and the verification and optimization of the development and design related indicators are achieved.Strengthen the operation effect monitoring of the unit to avoid special development of data analysis system platforms applicable to R&D personnel.The development content of the data platform includes:data analysis and performance evaluation of unit equipment operation effects;Automatic analysis of key data operation of the crew,providing visual display such as timing diagrams and scattered dots.Digital data of key components of the key components;The horizontal comparison analysis of the same data of different units is available,providing visual display such as two-dimensional,three-dimensional,and radar charts.Fan control strategy execution abnormal identification,torque strategy analysis,polarization error analysis.Automatic analysis of the accumulated data of the crew,and provide the unit operation report according to the unit development requirements mode.Data associated and analyzed by fault trigger time point units.