CAJ | 학술논문

利用郑州1961～2000年的逐月曝辐量和有关气象数据,分析了曝辐量与气象因子的相关关系,应用支持向量机(SVM)方法,确定了影响逐月曝辐量的主要气象因子,建立了月曝辐量的支持向量机计算模型,为太阳能资源的评估方法提供了一种新的技术方法.用1961～2000年的逐月资料对郑州气象站的逐月曝辐量进行训练建模,用2001～2006的资料做评估效果检验,研究结果证明该方法适用于曝辐量的计算和太阳能资源的评估,可应用于同一气候区内无辐射观测的气象台站曝辐量的计算和太阳能资源评估,也可根据月气候预测进行月曝辐量的预估.
이용정주1961～2000년적축월폭복량화유관기상수거,분석료폭복량여기상인자적상관관계,응용지지향량궤(SVM)방법,학정료영향축월폭복량적주요기상인자,건립료월폭복량적지지향량궤계산모형,위태양능자원적평고방법제공료일충신적기술방법.용1961～2000년적축월자료대정주기상참적축월폭복량진행훈련건모,용2001～2006적자료주평고효과검험,연구결과증명해방법괄용우폭복량적계산화태양능자원적평고,가응용우동일기후구내무복사관측적기상태참폭복량적계산화태양능자원평고,야가근거월기후예측진행월폭복량적예고.
The monthly exposure radiat and relevant meteorological data of Zhengzhou from 1961 to 2000 were used to an-alyze the correlation between the month-exposed radiation and weather-related factors. With the method of Support Vector Machine(SVM), we identified the main meteorological factors which effect the month exposure radiant, and establish the model of calculating month exposure radiat. With the monthly information from 1961 to 2000 on the weather station of Zhengzhou to training the model. And with the data from 2001 to 2006 to assessing the model, the Application of SVM methods to calculation of month exposure radiat is appropriate.