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机译:具有活跃高斯过程的太阳辐照度点与间隔预测
Univ Macau State Key Lab Internet Things Smart City Macau Peoples R China|Univ Sci & Technol Beijing USTB Sch Comp & Commun Engn Beijing 100083 Peoples R China|City Univ Hong Kong Sch Data Sci Hong Kong Peoples R China;
Univ Sci & Technol Beijing USTB Sch Comp & Commun Engn Beijing 100083 Peoples R China;
Univ Sci & Technol Beijing USTB Sch Comp & Commun Engn Beijing 100083 Peoples R China;
City Univ Hong Kong Sch Data Sci Hong Kong Peoples R China;
Univ Sci & Technol Beijing USTB Sch Comp & Commun Engn Beijing 100083 Peoples R China;
mean square error methods; regression analysis; Gaussian processes; learning (artificial intelligence); autoregressive processes; solar power; feedforward neural nets; power generation planning; power engineering computing; interval forecasting; spatial-temporal information; solar irradiance forecasting; active learning process; ad-hoc input feature set; solar irradiance data; point forecasting; statistical models; data-driven models; normalised mean absolute error; normalised mean bias error; persistence model; autoregressive model; forecasting methods; bootstrap-based extreme learning machine; forecasting reliability; active Gaussian process regression; northwest California; normalised root mean squared error; coefficient of determination; quantile regression; solar power generation;
机译:朝着改进的太阳辐照度预报:引入后处理以根据天气研究和预报模型校正直接的正常辐照度
机译:使用高斯混合模型的数值天气预报模型从数值天气预报模型预测验证表面太阳辐照度的框架
机译:太阳辐照估计人工神经网络点预测模型的分析及预测间隔
机译:朝着改进的太阳辐照度预报:朝鲜半岛太阳辐照度业务数值天气预报模型的评估
机译:用于太阳辐照度预报的高级数字天气预报技术:统计,数据同化和集合预报
机译:基于FunYun-4对地静止卫星的极短期地表太阳辐照度预测
机译:使用高斯混合模型的数值天气预报模型从数值天气预报模型预测验证表面太阳辐照度的框架
机译:利用aCRIm(有源腔辐射计辐照度监测)辐照度数据研究太阳活动区的能量平衡。 1985年5月至1985年10月的半年进展报告