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基于七个运行参数建立煤粉锅炉NO_x排放模型(英文)
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作者 yue-lan wang Zeng-yi MA +5 位作者 Hai-hui YOU Yi-jun TANG Yue-liang SHEN Ming-jiang NI Yong CHI Jian-hua YAN 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2018年第4期315-328,共14页
目的:采用最小二乘支持向量机建立煤粉锅炉NO_x排放模型,即建立输入参数与NO_x之间的关系。合理选择输入参数不仅会降低模型的复杂度,而且会提高模型的精度。为此,本文探讨各输入参数对模型的影响,并最终保留合适数量的输入参数建立NO_... 目的:采用最小二乘支持向量机建立煤粉锅炉NO_x排放模型,即建立输入参数与NO_x之间的关系。合理选择输入参数不仅会降低模型的复杂度,而且会提高模型的精度。为此,本文探讨各输入参数对模型的影响,并最终保留合适数量的输入参数建立NO_x排放模型。创新点:1.采用最小二乘支持向量机建立NO_x排放模型;2.通过敏感性分析确定模型的最终输入参数。方法:1.根据专家知识及运行经验确定NO_x排放模型的初始输入参数(图2);2.根据锅炉的运行历史数据,采用最小二乘支持向量机建立NO_x排放模型;3.采用敏感性分析方法确定NO_x排放模型的最终输入参数(图11),并用其进行建模以验证模型的有效性。结论:1.采用最小二乘支持向量机建立的1000 MW超超临界前后墙对冲锅炉NO_x排放模型,可靠性和精度较高;2.经过敏感性分析,NO_x排放模型的输入参数由初始的33个降为7个,模型的复杂度降低且精度提高。 展开更多
关键词 氮氧化物 煤粉锅炉 最小二乘支持向量机 输入参数 敏感性分析
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Role of Glutamine in the Mediation of E-cadherin, p120-catenin and Inflammation in Ventilator-induced Lung Injury 被引量:7
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作者 Jian-Lei Qiu Bai-Ling Song +2 位作者 Yu-Juan wang Fu-Tao Zhang yue-lan wang 《Chinese Medical Journal》 SCIE CAS CSCD 2018年第7期804-812,共9页
Background: Ventilator-induced lung injury (VILI) is commonly associated with barrier dysfunction and inflammation reaction. Glutamine could ameliorate VILI, but its role has not been fully elucidated, This study e... Background: Ventilator-induced lung injury (VILI) is commonly associated with barrier dysfunction and inflammation reaction. Glutamine could ameliorate VILI, but its role has not been fully elucidated, This study examined the relationship between inflammatory cytokines (interleukin JILl-6, tumor necrosis factor [TNF]-α, and IL-10) and adherens junctions (E-cadherin, p 120-catenin), which were ameliorated by glutamine in VILI, both in vitro and in vivo. Methods: For the in vivo study, 30 healthy C57BL/6 mice weighing 25-30 g were randomly divided into five groups with random number table (n = 6 in each group): control (Group C); low tidal volume (Group L); low tidal volume + glutamine (Group L + G); high tidal volume (Group H); and high tidal volume + glutamine (Group H + G). Mice in all groups, except Group C, underwent mechanical ventilation for 4 h. For the in vitro study, mouse lung epithelial 12 (MLE- 12) cells pretreated with glutamine underwent cyclic stretching at 20% for 4 h. Cell lysate and lung tissue were obtained to detect the junction proteins, inflammatory cytokines, and lung pathological changes by the Western blotting, cytokine assay, hematoxylin and eosin staining, and immunofluorescence. Results: In vivo, compared with Group C, total cell counts (t= -28.182, P 〈 0.01), the percentage of neutrophils (t = -28.095, P 〈 0.01), IL-6 (t = -28.296, P 〈 0.01 ), and TNF-α(t = - 19.812, P 〈 0.01 ) in bronchoalveolar lavage (BAL) fluid, lung injury scores (t = -6.708, P 〈 0.01), and the wet-to-dry ratio (t = - 15.595, P 〈 0.01 ) were increased in Group H; IL- 10 in BAL fluid (t = 9.093, P 〈 0.01 ) and the expression of E-cadherin (t= 10.044, P 〈 0.01) and p120-catenin (t = 13.218, P 〈 0.01) were decreased in Group H. Compared with Group H, total cell counts (t - 14.844, P 〈 0.01 ), the percentage of neutrophils (t = 18.077, P 〈 0.0 l ), IL-6 (t - 18.007, P 〈 0.01 ), and TNF-α (t =1 0.171, P 〈 0.01 ) in BAL fluid were decreased in Group H + G; IL-10 in BAL fluid (t - -7.531, P 〈 0.01 ) and the expression of E-cadherin (t = - 14.814, P 〈 0.01 ) and p 120-catenin (t = -9.114, P 〈 0.01 ) were increased in Group H + G. In vitro, compared with the nonstretching group, the levels of IL-6 (t = 21.111, P 〈 0.01 ) and TNF-α (t - 15.270, P 〈 0.01 ) were increased in the 20% cyclic stretching group; the levels of IL- 10 (t = 5.450, P 〈 0.01 ) and the expression of E-cadherin (t = 17.736, P 〈 0.01 ) and p 120-catenin (t = 16.136, P 〈 0.01 ) were decreased in the 20% cyclic stretching group. Compared with the stretching group, the levels of IL-6 (t = 11.818, P 〈 0.01) and TNF-α (t = 8.631, P 〈 0.01 ) decreased in the glutamine group; the levels of IL- 10 (t = 3.203, P 〈 0.05) and the expression of E-cadherin (t= 13.567, P 〈 0.01) and p 120-catenin (t = -10.013, P 〈 0.01) were increased in the glutamine group. Conclusions: High tidal volume mechanical ventilation and 20% cyclic stretching could cause VIM. Glutamine regulates VIM by improving cytokines and increasing the adherens junctions, protein E-cadherin and p 120-catenin, to enhance the epithelial barrier function. 展开更多
关键词 Adherens Junctions GLUTAMINE Inflammatory Cytokines Ventilation-induced Lung Injury
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术后认知功能障碍与脑氧饱和度及血浆β-淀粉样蛋白的关系(英文) 被引量:6
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作者 Xi-ming LI Ming-tao SHAO +1 位作者 Jian-juan wang yue-lan wang 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2014年第10期870-878,共9页
研究目的:探讨腹腔镜胰体尾切除术患者术后认知功能障碍(POCD)的发生与脑氧饱和度(rSO2)及血浆β-淀粉样蛋白(Aβ)水平的相关性。创新要点:POCD的发生机制与rSO2及Aβ有一定的相关性;rSO2较基础值下降的最大百分数(rSO2,%max)>10.2%... 研究目的:探讨腹腔镜胰体尾切除术患者术后认知功能障碍(POCD)的发生与脑氧饱和度(rSO2)及血浆β-淀粉样蛋白(Aβ)水平的相关性。创新要点:POCD的发生机制与rSO2及Aβ有一定的相关性;rSO2较基础值下降的最大百分数(rSO2,%max)>10.2%有可能发生POCD,因此,rSO2监测可能是预测POCD发生的有效工具;Aβ可能是发生POCD敏感的生化预警指标。研究方法:择期行腹腔镜胰十二指肠切除术患者50例,于术前1天和术后7天分别行简明精神状态量表(MMSE)、数字广度、数字符号、循迹连线、词汇流畅性(VFT)和单词辨认神经心理测验。分别于麻醉诱导前(t0)、气腹开始前(t1)、气腹120 min(t2)、气腹240 min(t3)、气腹480 min(t4)、气腹结束(t5)及术毕24 h,抽取颈内静脉血3 ml,采用酶联免疫法(ELISA)方法测定Aβ含量。术中利用近红外光谱技术(NIRS)连续监测rSO2,并计算术中rSO2平均值(2rSO)、术中rSO2最小值(rSO2,min)和rSO2,%max。重要结论:POCD的发生与rSO2及Aβ有关;危险因素可能有老年、低教育水平、较高基础体温、rSO2下降、CO2蓄积、血浆Aβ升高等;rSO2监测有可能是POCD的有效预测工具之一;Aβ有可能是发生POCD敏感的生化预警标志物之一。 展开更多
关键词 术后认知功能障碍 局部脑氧饱和度 Β-淀粉样蛋白
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