In this paper,using the input-output model,the author first calculated the CO 2 emissions embodied in exports of China in 2002 and 2007.Then,the author empirically analyzed problems existing in the composition of expo...In this paper,using the input-output model,the author first calculated the CO 2 emissions embodied in exports of China in 2002 and 2007.Then,the author empirically analyzed problems existing in the composition of exported products and analyzed its possible reasons.The research results of this paper are as follows:Since China's entry into WTO,the CO 2 emissions embodied in exports of China have been increasing rapidly;the value of exported products of high-carbon emissions industries accounts for a relatively higher proportion to China's total exports value because China's carbon intensive products have a certain competitive advantage.Additionally,this paper has put forward relevant suggestions based on these results.展开更多
文摘针对选择性催化还原(selective catalytic reduction,SCR)脱硝系统反应过程复杂,在工况变化时存在非线性、大惯性和强干扰性的特点,难以建立准确的出口NO_x排放浓度模型。利用核偏最小二乘法具有解决变量众多且存在严重相关的非线性工业过程建模的优点,首先引入正交信号校正(orthogonal signal correction,OSC)对相空间重构后的样本进行预处理,剔除与建模无关的信息;然后利用组合核偏最小二乘法(combination kernel partial least squares,CKPLS)具有较好的学习能力和泛化能力的特点,提出OSC-CKPLS方法提高模型性能;最后采用滑动窗口更新,并反馈补偿修正模型。对2个标准数据集进行仿真,分别验证CKPLS、OSC和OSC-CKPLS能够提高模型性能;并对SCR脱硝系统现场数据验证了本文方法的有效性。
基金funded by 2011 the Humanities and Social Sciences Research Program of Education Ministry of P.R.China (Grant No.11YJA790229)
文摘In this paper,using the input-output model,the author first calculated the CO 2 emissions embodied in exports of China in 2002 and 2007.Then,the author empirically analyzed problems existing in the composition of exported products and analyzed its possible reasons.The research results of this paper are as follows:Since China's entry into WTO,the CO 2 emissions embodied in exports of China have been increasing rapidly;the value of exported products of high-carbon emissions industries accounts for a relatively higher proportion to China's total exports value because China's carbon intensive products have a certain competitive advantage.Additionally,this paper has put forward relevant suggestions based on these results.