Development of Wind Farm Operation Experimental Teaching Platform Based on Hadoop
The experimental teaching of wind farm operation is a practical course of combination of theory with real engineering.A virtual loading platform for wind farm operation is constructed.The virtual environment col-lects data of wind farm for nearly 20 years,data reading and analysis are carried out through Hadoop distributed framework platform.The platform realizes the teaching model from data acquisition,data preprocessing,data analysis,data management,model development,model evaluation to model deployment.Through virtual simula-tion technology,four teaching modules of course management,data management,case management and examination management are realized,which solves the problem of students'engineering practice operation,and provides a new teaching mode for wind farm operation experiment.The platform effectively solves the problems of students'lack of engineering practice and improves the teaching effect of wind farm operation experiments.
wind power farm operationvirtual platformdata processingpractical teaching
万方数据
维普
