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1.
用计算机模拟方法对气体传感器阵列进行模拟,并建立相应软件,用该软件研究由CO,CH4,C2H5OH,i-C4H10四种气体组成的混合气体体系,并对气体传感器阵列测得的信号与混合气体浓度之间的关系进行深入的研究.用人工神经网络法和多元线性回归分析法对模拟获得的数据处理,建立传感器阵列数学模型,并对两种模型进行比较,以找出最优的预报数学模型,用于预报实际体系  相似文献   

2.
有机玻璃敏感膜氯化氢气体传感器的研究   总被引:1,自引:0,他引:1  
研究了石英压电晶体有机玻璃敏感膜,测定氯化氢气体的化学传感器,可获得良好的线性响应及其气敏特性,传感器测定氯化氢气体在1×10-6~18.5×10-6的范围内呈良好线性,传感器稳定性好,其它气体的干扰少,进一步研究,可用于现场监测.  相似文献   

3.
基于径向基函数神经网络法识别变压器油中微量特征气体   总被引:3,自引:0,他引:3  
研究了采用气敏阵列与神经网络技术检测混合气体浓度的一种新方法,并将其应用于探测变压器油中微量特征气体.实验检测了φ(H2) 为0 ~5 ×10 - 6 和φ(C2 H2) 为1 ×10 - 6 ~13 ×10 - 6 的混合气体,结果测得氢气绝对误差最大值为0 .17 ×10 - 6 ,乙炔绝对误差最大值为0 .53 ×10 - 6 .可见,该方法有效地提高了气敏元件的选择性,使混合气体浓度测量的准确性显著提高  相似文献   

4.
本文研究了高灵敏度显色剂meso-四(4-磺酸苯基)卟啉(TPPS4)与Fe(Ⅲ)、Co(Ⅱ)、Cu(Ⅱ)、Zn(Ⅱ)共显色条件以及应用偏最小二乘(PLS)法同时测定四组份的方法,获得满意的结果.本文还定义了未知样品与标准样之间的相关系数Qr,通过Qr值的大小预报未知样测试结果的准确性.  相似文献   

5.
研究开发了CEDOS(Chemometrics—basedExperimentalDesignandOptimizationSystemforOrganicSynthesis,计量化学试验设计与优化有机合成系统)。它借助潜因回归算法如偏最小二乘(PLS)、主成份回归(PCR)等技术及试验设计与优化方法对有机合成进行响应面优化,获得良好结果。  相似文献   

6.
用微盘电极研究了二茂铁衍生物的电化学行为及电催化氧化二氢烟酰胺腺嘌吟二核苷酸(NADH)。用微电极测定了二茂铁衍生物(磺酸基二茂铁,乙酰基二茂铁,羧酸基二茂铁,α-羟乙基二茂铁,α,α'-二经乙基二茂铁)的扩散系数(分别为3.4×10 ̄(-6),6.9×10 ̄(-6),1.7×10 ̄(-6).6.2×10 ̄(-7),1.5×10 ̄(-6)cm ̄2/s)及乙酞基二茂铁电催化氧化NADH的催化速率常数(4.68×10 ̄3(mol/L) ̄(-1))。探讨了温度、pH及β-环糊精的络合效应对催化反应的影响。  相似文献   

7.
应用高效液相色谱与偏最小二乘法相结合研究了奶粉和豆粉混合食物中蛋白质同时分离测定的方法。在酸性介质中蛋白质水解为氨基酸,用衍生试剂衍生水解产物,并且用高效液相色谱分离及定量氨基酸。各种蛋白质水解的17种主要氨基酸的比例不同,用偏最小二乘法(PLS)预测混合食物中奶粉和豆粉蛋白质的含量。另外还讨论了偏最小二乘法中各参数的取值对未知样品预报结果准确度的影响。将该法用于模拟混合食物中奶粉和豆粉的分离预测相对误差为6.65%和2.58%,标准偏差为2.4%和4.7%。  相似文献   

8.
针对常规多元回归模型无法克服预报因子间复相关性的问题,提出了基于偏最小二乘回归的洪水预报方法.通过结合遗传算法与偏最小二乘回归来进行因子筛选,对筛选后的因子采用Bootstrap方法进行检验,再建立基于偏最小二乘回归的预报模型.实例分析结果表明,该方法建立的洪水预报模型结构简单,能依据给定目标进行因子筛选,有助于克服水...  相似文献   

9.
偏最小二乘法与人工神经网络耦合的小流域产沙模型   总被引:1,自引:0,他引:1  
针对小流域侵蚀产沙的复杂性,将偏最小二乘回归与人工神经网络耦合,建立了小流域降雨侵蚀产沙检验模型,并应用于小流域降雨侵蚀产沙预报.采用偏最小二乘法对多维自变量中的信息进行组合和提取,从而得到对因变量解释能力最强并可很好概括自变量信息的主成分,有效克服了变量之间的多重相关问题,实现了对高维数据的降维处理.把提取的主成分作为神经网络的输入,提高了网络的学习效率和稳健性.应用结果表明,偏最小二乘神经网络耦合模型的拟合和检验精度均优于偏最小二乘回归模型和人工神经网络模型精度.  相似文献   

10.
近红外光谱定量检测丙烷和异丁烷   总被引:2,自引:0,他引:2  
近红外光谱分析技术结合偏最小二乘法(PLS)对多成分挥发性有机物(VOCs)进行连续的在线监测具有重要意义.用傅里叶变换红外光谱仪(FTIR)分析了丙烷和异丁烷2种挥发性有机物的近红外光谱特征.采用线性回归建模方法——偏最小二乘法在丙烷和异丁烷混合气体的近红外光谱范围(5600~6200cm^-1)内建立了预测模型.基于该模型预测了验证集样品中2种气体的含量,并对模型进行了评价.结果表明,对2种气体浓度的预测比较准确,相对误差基本在5%以内.  相似文献   

11.
Language markedness is a common phenomenon in languages, and is reflected from hearing, vision and sense, i.e. the variation in the three aspects such as phonology, morphology and semantics. This paper focuses on the interpretation of markedness in language use following the three perspectives, i.e. pragmatic interpretation, psychological interpretation and cognitive interpretation, with an aim to define the function of markedness.  相似文献   

12.
The Williston Basin is a significant petroleum province, containing oil production zones that include the Middle Cambrian to Lower Ordovician, Upper Ordovician, Middle Devonian, Upper Devonian and Mississippian and within the Jurassic and Cretaceous. The oils of the Williston Basin exhibit a wide range of geochemical characteristics defined as "oil families", although the geochemical signature of the Cambrian Deadwood Formation and Lower Ordovician Winnipeg reservoired oils does not match any "oil family". Despite their close stratigraphic proximity, it is evident that the oils of the Lower Palaeozoic within the Williston Basin are distinct. This suggests the presence of a new "oil family" within the Williston Basin. Diagnostic geochemical signatures occur in the gasoline range chromatograms, within saturate fraction gas chromatograms and biomarker fingerprints. However, some of the established criteria and cross-plots that are currently used to segregate oils into distinct genetic families within the basin do not always meet with success, particularly when applied to the Lower Palaeozoic oils of the Deadwood and Winnipeg Formation.  相似文献   

13.
王慧 《科技信息》2008,(10):240-240
Wuthering Heights, Emily Bronte's only novel, was published in December of 1847 under the pseudonym Ellis Bell. The book did not gain immediate success, but it is now thought one of the finest novels in the English language. Catherine is the key character of this masterpiece, because everybody and everything center on her though she had a short life. We can understand this masterpiece better if we know Catherine well.  相似文献   

14.
The discovery of the prolific Ordovician Red River reservoirs in 1995 in southeastern Saskatchewan was the catalyst for extensive exploration activity which resulted in the discovery of more than 15 new Red River pools. The best yields of Red River production to date have been from dolomite reservoirs. Understanding the processes of dolomitization is, therefore, crucial for the prediction of the connectivity, spatial distribution and heterogeneity of dolomite reservoirs.The Red River reservoirs in the Midale area consist of 3~4 thin dolomitized zones, with a total thickness of about 20 m, which occur at the top of the Yeoman Formation. Two types of replacement dolomite were recognized in the Red River reservoir: dolomitized burrow infills and dolomitized host matrix. The spatial distribution of dolomite suggests that burrowing organisms played an important role in facilitating the fluid flow in the backfilled sediments. This resulted in penecontemporaneous dolomitization of burrow infills by normal seawater. The dolomite in the host matrix is interpreted as having occurred at shallow burial by evaporitic seawater during precipitation of Lake Almar anhydrite that immediately overlies the Yeoman Formation. However, the low δ18O values of dolomited burrow infills (-5.9‰~ -7.8‰, PDB) and matrix dolomites (-6.6‰~ -8.1‰, avg. -7.4‰ PDB) compared to the estimated values for the late Ordovician marine dolomite could be attributed to modification and alteration of dolomite at higher temperatures during deeper burial, which could also be responsible for its 87Sr/86Sr ratios (0.7084~0.7088) that are higher than suggested for the late Ordovician seawaters (0.7078~0.7080). The trace amounts of saddle dolomite cement in the Red River carbonates are probably related to "cannibalization" of earlier replacement dolomite during the chemical compaction.  相似文献   

15.
何延凌 《科技信息》2008,(4):258-258
Language is a means of verbal communication. People use language to communicate with each other. In the society, no two speakers are exactly alike in the way of speaking. Some differences are due to age, gender, statue and personality. Above all, gender is one of the obvious reasons. The writer of this paper tries to describe the features of women's language from these perspectives: pronunciation, intonation, diction, subjects, grammar and discourse. From the discussion of the features of women's language, more attention should be paid to language use in social context. What's more, the linguistic phenomena in a speaking community can be understood more thoroughly.  相似文献   

16.
Location based services is promising due to its novel working style and contents.A software platform is proposed to provide application programs of typical location based services and support new applications developing efficiently. The analysis shows that this scheme is easy implemented, low cost and adapt to all kinds of mobile nework system.  相似文献   

17.
以AC-13级配为基础,将橡胶颗粒代替部分集料掺入混合料中,以低温弯曲试验为评价方法对不同橡胶颗粒掺量下沥青混合料的低温抗裂性进行研究,并引入应变能密度值对混合料的低温抗裂性进行综合评价.试验结果表明:橡胶颗粒沥青混合料试件的破坏微应变均超过2 300,满足冬寒区的技术指标;无论是否掺加橡胶颗粒,随着温度的下降,沥青混合料破坏时的最大弯拉强度增大,弯拉应变降低,劲度模量增大;弯曲应变能密度在胶粒掺量为1%左右时具有较大的弯曲应变能密度值,此时橡胶颗粒沥青混合料具有较好的低温抗裂性.  相似文献   

18.
AcomputergeneratorforrandomlylayeredstructuresYUJia shun1,2,HEZhen hua2(1.TheInstituteofGeologicalandNuclearSciences,NewZealand;2.StateKeyLaboratoryofOilandGasReservoirGeologyandExploitation,ChengduUniversityofTechnology,China)Abstract:Analgorithmisintrod…  相似文献   

19.
理论推导与室内实验相结合,建立了低渗透非均质砂岩油藏启动压力梯度确定方法。首先借助油藏流场与电场相似的原理,推导了非均质砂岩油藏启动压力梯度计算公式。其次基于稳定流实验方法,建立了非均质砂岩油藏启动压力梯度测试方法。结果表明:低渗透非均质砂岩油藏的启动压力梯度确定遵循两个等效原则。平面非均质油藏的启动压力梯度等于各级渗透率段的启动压力梯度关于长度的加权平均;纵向非均质油藏的启动压力梯度等于各渗透率层的启动压力梯度关于渗透率与渗流面积乘积的加权平均。研究成果可用于有效指导低渗透非均质砂岩油藏的合理井距确定,促进该类油藏的高效开发。  相似文献   

20.
Quality traits in wheat (Triticum aestirum L.) were studied by quantitative trait locus (QTL) analysis in a recombinant inbred line (RIL) population, a set of 131 lines derived from Chuan 35050 × Shannong 483 cross (ChSh). Grains from RILs were assayed for 21 quality traits related to protein and starch. A total of 35 putative QTLs for 19 traits with a single QTL explaining 7.99-40.52% of phenotypic variations were detected on 10 chromosomes, 1D, 2A, 2D, 3B, 3D, 5A, 6A, 6B, 6D, and 7B. The additive effects of 30 QTLs were positive, contributed by Chuan 35050, the remaining 5 QTLs were negative with the additive effect contributed by Shannong 483. For protein traits, 15 QTLs were obtained and most of them were located on chromosomes 1 D, 3B and 6D, while 20 QTLs for starch traits were detected and most of them were located on chromosomes 3D, 6B and 7B. Only 7 QTLs for protein and starch traits were co-located in three regions on chromosomes 1D, 2A and 2D. These protein and starch trait QTLs showed a distinct distribution pattern in certain regions and chromosomes. Twenty-two QTLs were clustered in 6 regions of 5 chromosomes. Two QTL clusters for protein traits were located on chromosomes 1D and 3B, respectively, three clusters for starch traits on chromosomes 3D, 6B and 7B, and one cluster including protein and starch traits on chromosome 1D.  相似文献   

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