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1.
用遗传算法拟合电力系统负荷短期预测的非线性模型 总被引:2,自引:0,他引:2
本文运用遗传算法,根据河北省1985—1990年春节期间每小时用电量的统计数字,建立了非线性回归模型(Gompertdz),结果表明,遗传算法性能良好,可望成为电力系统各种非线性模型辨识的有效手段。 相似文献
2.
人工神经网络方法预测气相色谱保留值 总被引:8,自引:2,他引:8
本文运用一典型的人工神经网络模型-“反向传播“模型的改进形式,研究了诱导效应指数I,摩尔折射度Ro,疏水亲脂参数IgP,以及分子联通性指数与气象色谱保留行为的关系,实现了对色谱保留植的预测。神经网络预测模型的最大相对误差不超过8.7%。结果表明,该方法性能良好,可望成为色谱保留值预测的有效手段。 相似文献
3.
4.
Xiaobin Wang Xincan Fu Min Chen An Wang Jinghua Yan Yudong Mei Mengqi Wang Chunlong Yang 《中国化学快报》2019,30(7):1419-1422
A series of novel 1,3,5-thiadiazine-2-thione derivatives bearing a hydrazide moiety were designed, synthesized and evaluated for their biological activities against phytopathogenic fungi. The antifungal bioassays indicated that the title compound 5b impressively displayed the obvious selectivity and specificity aganist Rhizoctonia solani (Rs) in vitro and in vivo. The above researches provide a significant reference for the further structural optimization of 1,3,5-thiadiazine-2-thione derivatives bearing a hydrazide moiety as potential fungicides. 相似文献
5.
Three novel perylene polyimides (PPIs) containing p‐n diblock units were designed and synthesized for use in dye‐sensitized mesoporous TiO2 solar cells. They all dissolve in m‐cresol and N‐methyl‐2‐pyrrolidone (NMP). Their visible light absorption, electrochemical and photoelectrochemical properties were systematically studied. The polyimides have band gap energies of 2.16, 2.19 and 2.25 eV deduced from ultraviolet–visible absorption spectra, and electron affinity (Ea) and ionization potential (IP) of ?3.93 and 6.10 eV for PPI1, ?3.94 and 6.13 eV for PPI2, ?3.93 and 6.59 eV for PPI3, respectively, deduced from cyclic voltammogram. Experimental data show that introduction of 4,4′‐bisaminetriphenylamine cannot only greatly enhance optic‐electro conversion efficiency, but also enhance the dissolubility which in favorable for making the devices. The relationship of structure and properties of PPI is discussed and the mechanism of photocurrent generation is explained. Copyright © 2004 John Wiley & Sons, Ltd. 相似文献
6.
尼龙—6/丙烯酸接枝膜的结构与性能 总被引:3,自引:0,他引:3
应用IR确定了尼龙-6与丙烯酸接枝反应的接枝点位于尼龙大分子酰胺键的N原子上,用X射线衍射研究了接枝膜的结晶状况,探讨了接枝率对接枝膜的电阻、离子交换容量、强度等性能的影响. 相似文献
7.
A novel polyimide (PI) based on 2,6-bis(p-aminophenyl)-benzo[1,2-d;5,4-d′]bisoxazole has been synthesized via a conventional two-stage procedure with bis(ether anhydrides) (HQDPA). The intermediate poly(amic acid) had inherent viscosities of 1.70 dl/g and could be thermally converted into light yellow polyimide film. The resulted polyimide showed excellent thermal stability, and the glass transition temperatures (Tg) were above 283 °C, the 5% weight loss temperature of the polymer was at 572 °C in N2. The thermal degradation of the polyimide was studied by thermogravimetric analysis (TGA) in order to determine the actual reaction mechanisms of the decomposition process. The activation energy of the solid-state process was determined using Flynn-Wall-Ozawa method, which does not require knowledge of the reaction mechanism, which resulted to be 361.36 kJ/mol. The activation energy of different mechanism models and pre-exponential factor (A) were determined by Coats-Redfern method. Compared with the value obtained from the Ozawa method, the actual reaction mechanism obeyed nucleation and growth model, Avrami-Erofeev function (A3) with integral form g(X) = [−ln(1−X)]3. 相似文献
8.
ZHANG Xingwen HU Lijiang HUANG Yudong SUN Dezhi & SUN Yi . Department of Applied Chemistry Harbin Institute of Technology HUANG Yudong Harbin China . Department of Environmental Engineering Harbin Institute of Technology Harbin China . Department of Experimental Mechanics Harbin Institute of Technology Harbin China 《中国科学B辑(英文版)》2004,47(5):388-395
Silsesquioxanes (SSO) or polyhedral oligomericsilsesquioxanes (POSS) are generally prepared frommolecular precursors using the hydrolytic condensa-tion of trialkoxysilane, RSi(OR')3. They are organic/inorganic hybrid nanostructural blocks with theircomplete general formula Tn(T = RSiO1.5, n = 1,2, …), and the incomplete generic formula is Tn-(OH)x(OR')y[x, y = 0, 1, 2, …, T= RSiO1.5 ?(x+y)/2n][1,2].Each VSSO, possessing a certain structural formulaand molecular weight, may h… 相似文献
9.
Dawei Jiang Lei Cheng Yudong Xue Chao Chen Chaochao Wang Guoliang Yang An Xu Youjun Yang Yun Gao Weian Zhang 《Chemical science》2020,11(33):8785
The frontier of nitric oxide biology has gradually shifted from mechanism elucidation to biomanipulation, e.g. cell-proliferation promotion, cell-apoptosis induction, and lifespan modulation. This warrants biocompatible nitric oxide (NO) donating materials, whose NO release is not only controlled by a bioorthogonal trigger, but also self-calibrated allowing real-time monitoring and hence an onset/offset of the NO release. Additionally, the dose of NO release should be facilely adjusted in a large dynamic range; flux and the dose are critical to the biological outcome of NO treatment. Via self-assembly of a PEGylated small-molecule NO donor, we developed novel NO-donating nanoparticles (PEG-NORM), which meet all the aforementioned criteria. We showcased that a low flux of NO induced cell proliferation, while a high flux induced cell oxidative stress and, ultimately, death. Notably, PEG-NORM was capable of efficiently modulating the lifespan of C. elegans. The average lifespan of C. elegans could be fine-tuned to be as short as 15.87 ± 0.29 days with a high dose of NO, or as long as 21.13 ± 0.41 days with a low dose of NO, compared to an average life-span of 18.87 ± 0.46 days. Thus, PEG-NORM has broad potential in cell manipulation and life-span modulation and could drive the advancement of NO biology and medicine.Schematic illustration of modulating the longevity of the C. elegans by PEG-NORM nanoparticles. 相似文献
10.
A recently proposed dynamical method [A. Laio and M. Parrinello, Proc. Natl. Acad. Sci. U.S.A. 99, 12562 (2002)] allows us to globally sample the free energy surface. This approach uses a coarse-grained non-Markovian dynamics to bias microscopic atomic trajectories. After a sufficiently long simulation time, the global free energy surface can be reconstructed from the non-Markovian dynamics. Here we apply this scheme to study the T=0 free energy surface, i.e., the potential energy surface in coarse-grained space. We show that the accuracy of the reconstructed potential energy surface can be dramatically improved by a simple postprocessing procedure with only minor computational overhead. We illustrate this approach by conducting conformational analysis on a small organic molecule, demonstrating its superiority over traditional unbiased approaches in sampling potential energy surfaces in coarse-grained space. 相似文献