基于数据驱动模型的分布式电源气象环境监测系统

Data-driven-model-based Distributed-source-powered Meteorological Environment Monitoring System

鉴于目前某些气象环境监测系统存在成本较高、方法灵活性较差的问题,提出基于数据驱动模型的分布式电源气象环境监测系统。首先,基于数据驱动模型对分布式电源气象环境监测系统进行硬件选型。其次,对提出的气象环境监测系统进行软件设计,该阶段的设计包括气象环境数据库与无线通信模块的设置,以稳定气象环境监测系统的运行状态。最后,对提出的气象环境监测系统进行测试,测试结果显示风速传感器和光照传感器驱动模块能够满足风速和光照强度最大误差分别在2 m/s和0.5 kLux的系统测试要求,证明所提出的气象环境监测系统的性能较好。

Due to high cost and poor flexibility of currently prevailing meteorological environment monitoring systems,a data-driven-model-based distributed-source-powered meteorological environment monitoring system was studied in the present work.First based on a data-driven model,hardware type selection for distributed-source-powered meteorological environment monitoring system was conducted.Second the software including configuration of meteorological environment database and wireless communication module and stabilized operational status was designed.Finally a system test was conducted showing that wind speed sensor and light sensor driver module can meet the requirements of system testing with maximum errors of wind speed and light intensity of 2 m/s and 0.5 kLux,respectively,and that the designed system has good performance.