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基于电量-功率的多模态映射的长预见期光伏集群功率预测
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作者 杨茂 孟庆虎 王勃 《电力自动化设备》 EI CSCD 北大核心 2024年第11期60-65,87,共7页
现有光伏功率预测方法的时间尺度大多短于7 d,长预见期时间尺度下建立的时序预测模型的拟合能力难以满足需求。提出一种基于电量-功率多模态映射的长预见期(8~15 d)光伏集群功率预测方法。对天气进行分型并提取粗粒度下的光伏出力特性,... 现有光伏功率预测方法的时间尺度大多短于7 d,长预见期时间尺度下建立的时序预测模型的拟合能力难以满足需求。提出一种基于电量-功率多模态映射的长预见期(8~15 d)光伏集群功率预测方法。对天气进行分型并提取粗粒度下的光伏出力特性,在此基础上对细粒度电量进行预测;基于出力特性构建约束,将预测电量还原为功率,实现长预见期下光伏功率的有效预测。将所提方法应用于甘肃某光伏集群,预测精度提升了6.58个百分点,在实现长预见期预测的同时,提高了可靠性。 展开更多
关键词 长预见期光伏集群功率预测 电量预测 天气特征预测 日净空功率曲线 电量重构
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Fault Reconfiguration of Shipboard Power System Based on Triple Quantum Differential Evolution Algorithm 被引量:5
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作者 王丛佼 王锡淮 +2 位作者 肖健梅 陈晶 张思全 《Journal of Shanghai Jiaotong university(Science)》 EI 2016年第4期433-442,共10页
Fault reconfiguration of shipboard power system is viewed as a typical nonlinear and multi-objective combinatorial optimization problem. A comprehensive reconfiguration model is presented in this paper, in which the r... Fault reconfiguration of shipboard power system is viewed as a typical nonlinear and multi-objective combinatorial optimization problem. A comprehensive reconfiguration model is presented in this paper, in which the restored loads, switch frequency and generator efficiency are taken into account. In this model, analytic hierarchy process(AHP) is proposed to determine the coefficients of these objective functions. Meanwhile, a quantum differential evolution algorithm with triple quantum bit code is proposed. This algorithm aiming at the characteristics of shipboard power system is different from the normal quantum bit representation. The individual polymorphic expression is realized, and the convergence performance can be further enhanced in combination with the global parallel search capacity of differential evolution algorithm and the superposition properties of quantum theory. The local optimum can be avoided by dynamic rotation gate. The validity of algorithm and model is verified by the simulation examples. 展开更多
关键词 quantum differential evolution algorithm ternary coding dynamic rotation gate shipboard power system fault reconfiguration
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Charge doping effect on σ-π conjugated copolymers
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作者 YANG LuQing SHANG Yan ZHANG Hui SUN Miao LIU Bo ZHANG GuiLing 《Science China Chemistry》 SCIE EI CAS 2011年第6期975-984,共10页
The charge-doping effect on the geometric and the electronic structures of organosilicon oligomers nSix(C=C)+y has been studied using density functional theory. Charge-doping can significantly lower the excitation ene... The charge-doping effect on the geometric and the electronic structures of organosilicon oligomers nSix(C=C)+y has been studied using density functional theory. Charge-doping can significantly lower the excitation energies. Interchain hole hopping mainly occurs between the π-conjugated units. A doped nSix(C=C)+y oligomer can undergo a structural rearrangement. The simulated UV/vis absorption peak of the rearranged structure is located at higher energy than the non-rearranged one. The hole transfer rate is significantly decreased if a doped molecule undergoes a rearrangement. These results offer a basis to explain previously observed experimental phenomena. 展开更多
关键词 organosilicon oligomers theoretical calculation charge-doping
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