欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
采用支持向量机（SVM）方法对太阳总辐射值进行了估算,并与传统的线性方法进行了对比分析。对于日太阳总辐射估算,SVM方法的均方根误差为2.27（MJ·m-2）/d,平均百分比误差为22%;而对于月太阳总辐射估算,SVM方法的均方根误差约为21（MJ·m-2）/month,平均百分比误差低于5%。SVM方法提供了一种高精度估算太阳总辐射的新途径。
英文摘要：
In this paper,the support vector machine（SVM） method was employed for the global solar radiation estimation and the estimation result was compared with that generated with the traditional linear method.For the daily global solar radiation estimation,the RMSE by the SVM method is 2.27（MJ·m-2）/day and the MAPE is 22%;while for the monthly global solar radiation estimation,the RMSE by the SVM method is about 21（MJ·m-2）/month and the MAPE is less than 5%.The SVM method provides an alternative for global solar radiation estimation with high precision.
同期刊论文项目
同项目期刊论文
Small-signal modelling and analysis of wind turbine with direct drive permanent magnet synchronous g
Pulse width modulation AC/DC converters with line current harmonics minimisation and high power fact
Zero-Voltage-Switching PWM Full-Bridge Converter Employing Auxiliary Transformer to Reset the Clampi
Symmetrical short circuit current characteristics of doubly fed induction generator wind turbine wit
Full Feedforward of Grid Voltage for Discrete State Feedback Controlled Grid-Connected Inverter With
Multiple-Complex Coefficient-Filter-Based Phase-Locked Loop and Synchronization Technique for Three-
Improved current regulation of three-phase grid-connected voltage-source inverters for distributed g
Flexible Control of Three-Phase Distributed Generation Systems for Voltage Rise Mitigation in Microg
期刊信息
位置：