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基于EMD的时标特征提取方法及其在短期电力负荷预测中的应用 被引量:11
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作者 邓翱 金敏 《计算机应用研究》 CSCD 北大核心 2018年第10期2952-2955,共4页
为凸显负荷波动的随机性、周期性和相关趋势,通过探求负荷变化机理显著提升预测精度,提出了一种基于EMD的负荷波动机理研究方法。首先对负荷进行EMD分解,得到随机、周期和趋势分量;然后分析各分量的变化规律与候选影响因素的关联关系,... 为凸显负荷波动的随机性、周期性和相关趋势,通过探求负荷变化机理显著提升预测精度,提出了一种基于EMD的负荷波动机理研究方法。首先对负荷进行EMD分解,得到随机、周期和趋势分量;然后分析各分量的变化规律与候选影响因素的关联关系,推导负荷变化机理,提取时标特征值;最后进行特征的去冗余。该方法创新点是能提取出特征值的时标特性。以广东省负荷数据集作为预测案例研究,对比实验研究结果表明了所提方法的有效性。 展开更多
关键词 时标特性 特征提取 经验模式分解 短期负荷预测
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Reactor Network Synthesis Based on Instantaneous Objective Function Characteristic Curves 被引量:2
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作者 张治山 赵文 +2 位作者 王艳丽 周传光 袁希钢 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2003年第4期436-440,共5页
It is believed that whether the instantaneous objective function curves of plug-flow-reactor (PFR) and continuous-stirred-tank-reactor (CSTR) overlap or not, they have a consistent changing trend for complex reactions... It is believed that whether the instantaneous objective function curves of plug-flow-reactor (PFR) and continuous-stirred-tank-reactor (CSTR) overlap or not, they have a consistent changing trend for complex reactions (steady state, isothermal and constant volume). As a result of the relation of the objective functions (selectivity or yield) to the instantaneous objective functions (instantaneous selectivity or instantaneous reaction rate), the optimal reactor network configuration can be determined according to the changing trend of the instantaneous objective function curves. Further, a recent partition strategy for the reactor network synthesis based on the instantaneous objective function characteristic curves is proposed by extending the attainable region partition strategy from the concentration space to the instantaneous objective function-unreacted fraction of key reactant space. In this paper, the instantaneous objective function is closed to be the instantaneous selectivity and several samples are examined to illustrate the proposed method. The comparison with the previous work indicates it is a very convenient and practical systematic tool of the reactor network synthesis and seems also promising for overcoming the dimension limit of the attainable region partition strategy in the concentration space. 展开更多
关键词 reactor network synthesis instantaneous objective function PARTITION
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BACKSIDE EFFECT OF BISTATIC AIRBORNE CLUTTER CHARACTERISTICS AND ITS APPLICATIONS IN GMTI
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作者 Ning Wei Liao Guisheng 《Journal of Electronics(China)》 2006年第2期211-215,共5页
An interesting clutter characteristic of bistatic radars is presented, which is named as backside effect. In such an effect, the range-dependent ground clutter spectrum can be easily aligned, and Space-Time Adaptive P... An interesting clutter characteristic of bistatic radars is presented, which is named as backside effect. In such an effect, the range-dependent ground clutter spectrum can be easily aligned, and Space-Time Adaptive Processing (STAP) is to be more applicable and effective for the Ground Moving Target Indication (GMTI) in bistatic systems. The backside effect is proved by the numerical calculation method and explained in point of the geometry. At last a new spectrum aligning method is induced, i.e., ADC and Rotation (ADCR), which can gain a further performance improvement on GMTI. 展开更多
关键词 Bistatic airborne radar Clutter characteristic Backside effect Ground Moving Target Indication(GMTI) Space-Time Adaptive Processing (STAP)
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