神经网络与模拟退火算法结合的锅炉低NOx燃烧优化

对某600MW燃煤电站锅炉进行了多工况热态NO_x排放特性测量,在利用多层前向神经网络对该锅炉的NO_x排放特性进行建模的基础上,将神经网络模型与模拟退火全局优化算法相结合,实现了锅炉的低NO_x燃烧的优化,计算得到可获得低NO_x排放浓度的具体燃烧配风方案.文中对2种不同退火参数的模拟退火算法进行了比较,结果说明采用T₀=50K,α=0.6的参数可以获得较好的寻优效果.本文研究结果为实现大型电站锅炉低NO_x燃烧控制的在线优化技术打下了基础.     

再生水补给型城市景观水体的水生生物群落特征—以圆明园为例

为了解圆明园水环境生态和生物多样性现状,掌握圆明园生态修复区长期恢复状况,于2017年对圆明园水系末端长春园开展水质、大型水生植物、蜻蜓目(Odonata)昆虫、鱼类(Piscium)和软甲动物(Malacostraca)的调查.结果表明:圆明园经过园区内水生生物群落的净化作用,水质基本达到地表Ⅲ类～Ⅳ类水体标准,属于...     

北京市2009年8月大气颗粒物污染特征

为研究2008年8月北京奥运会1a之后北京市大气颗粒物的污染特征,于2009年8月对北京市大气颗粒物PM10、PM2.5样品进行采集,测量其质量浓度并对其中的水溶性离子组分进行分析.研究发现2009年8月北京市大气颗粒物PM10、PM2.5质量浓度日均值分别为176.9μg/m3和102.5μg/m3.PM10质量浓度比2008年观测值上升了180%,比2007年降低了10%; PM2.5质量浓度比2008年观测值上升了126%,比2007年上升了31%.水溶性离子是大气颗粒物的重要组分,分别占PM10和PM2.5质量浓度的43%和61%.对比发现,污染天气条件下PM2.5/PM10和NO3-/SO42-比值升高,移动源是北京地区主要的污染物来源.风向风速和降水等天气条件对颗粒物质量浓度有很大影响,其中0.5~1.0m/s的东南风条件下大气颗粒物污染最为严重.     

高温碱间歇式处理对互花米草厌氧发酵特性的影响

以互花米草为原料,采用中温(35±1)℃批式发酵的方式,考察了NaOH高温碱间歇式处理对互花米草厌氧消化过程的影响.结果表明,互花米草一次发酵至产气停止,单位TS产气量为263mL/g,发酵过程中出现酸化现象, pH值最低为5.17.二次发酵原料为一次发酵后的固体残余物,主要组分为可分解有机物以及一些难分解有机物,过程中未出现酸化现象, pH值经短暂下降后很快稳定在7.5左右,累积产气量在一次发酵的基础上提高了46%.互花米草单位TS产气量为383mL/g.消化液中有机酸乙酸含量最大,丙酸和丁酸含量相当.     

Influence of Polyol Plasticizers on the Properties of Polyvinyl Alcohol Films Fabricated by Melt Processing

In this work, high-alcoholysis polyvinyl alcohol (PVA) films were fabricated by melt processing and the plasticizing effect of compound polyol plasticizers on PVA were investigated with X-ray diffraction (XRD), differential scanning calorimetry (DSC), rheological measurements, mechanical tests etc. Hydrogen bonding interactions occurred between PVA and plasticizer. With the increase of plasticizer, the flowability of PVA was improved and reached the maximum value at the plasticizer of 20%. Glass transition temperature (T _g) and melting point (T _m) decreased with the increase of plasticizer content. For the heterogeneous nucleation effect of plasticizer, new polymorph of PVA formed. The viscosity was sensitive to the shear rates. The incorporation of plasticizers into PVA resulted in the increase of elongation at break and impact strength, as well as the decrease of tensile strength.     

Poly(Ethylene Glycol) Grafted Starch Introducing a Novel Interphase in Poly(Lactic Acid)/Poly(Ethylene Glycol)/Starch Ternary Composites

The main purpose of this study is challenging to dramatically improve the toughness of poly(lactic acid) (PLA)/starch by adding poly (ethylene glycol) (PEG) into the composites and grafting PEG molecules onto the surface of starch particles. It was found that the surface grafting of PEG onto starch induced the presence of PEG-rich regions located around the starch particles, caused by migration and aggregation of free PEG molecules. A novel interphase transition layer between PLA and starch was formed, which showed great ability for cavitation and vested large-scaled plastic deformation to PLA matrix. Further mechanical properties tests indicated the formation of interphase layer significantly increase the elongation at break from 10.2 to 254.5%, and notched impact strength from 1.56 to 2.37?kJ/m² for PLA/PEG/starch ternary composites. The influence of PEG component, ethanol extraction and annealing was also investigated.     

Absence of metallothionein 3 expression in breast cancer is a rare but favorable marker that is under epigenetic control

Cadmium (Cd²⁺), a known carcinogen, mimics the effects of estrogen in the uterus and mammary gland suggesting its possible involvement in the development and progression of breast cancer. This lab showed through analysis of a small set of archival human diagnostic specimens that the third isoform of the classic Cd²⁺ binding protein metallothionein (MT-3) is not expressed in normal breast tissue, but is expressed in some breast cancers and that expression tends to correlate with a poor disease outcome. The goals of this study were to verify that overexpression of MT-3 in a large set of archival human diagnostic specimens tends to correlate with poor disease outcome and define the mechanism of MT-3 gene regulation in the normal breast epithelial cell. The results showed that MT-3 was expressed in approximately 90% of all breast cancers and was absent in normal breast epithelium. The lack of MT-3 staining in some cancers correlated with a favorable patient outcome. High frequency of MT-3 staining was also found for in situ breast cancer suggesting that MT-3 might be an early biomarker for breast cancer. The study also demonstrated that the MCF-10A cell line, an immortalized, non-tumorigenic model of human breast epithelial cells, displayed no basal expression of MT-3, nor was it induced by Cd²⁺. Treatment of the MCF-10A cells with the demethylation agent, 5-aza-2′-deoxycytidine, or the histone deacetylase inhibitor, MS-275, restored MT-3 mRNA expression. It was also shown that the MT-3 metal regulatory elements are potentially active binders of protein factors following treatment with these inhibitors suggesting that MT-3 expression may be subject to epigenetic regulation.     

Determination and QSPR analysis of log Kow and log Koc for fluorine containing benzene derivatives

Octanol‐water partition coefficients (Kow) and soil organic carbon sorption coefficients (Koc) were determined for 14 fluorinated benzene derivatives. Quantitative structure‐property relationships were developed using molecular connectivity indices and quantum chemical parameters to analyze the most significant factors influencing these physico‐chemical properties of the compounds. The substitution by F in benzene derivatives has greater influence on Koc than on Kow.     

高能辐射去除饮用水中邻苯二甲酸酯的影响因素

为提高高能辐射去除邻苯二甲酸脂类化合物(PAEs)的能效,研究了辐射去除的主要影响因素:剂量、射线类型、初始浓度、气氛、pH值、共存物质以及PAE类型(邻苯二甲酸二甲酯,DMP;邻苯二甲酸二乙酯,DEP;邻苯二甲酸二丁酯,DBP).以DMP为研究对象,辐照功效(GD)随PAEs初始浓度增加而增加,但随吸收剂量的增加而下降;辐照存在剂量率效应,在同等剂量下,g 辐照比EB辐照能量利用率更高.不同气氛条件下辐照降解效率顺序为:充O2>饱和空气>充N2;在本试验浓度下,辐射降解的最适初始 pH值是5~10,较低或较高pH值都会降低去除效率;水中阴离子抑制剂存在会降低去除效果.不同类型PAEs辐照去除效率大小依次为DMP,DEP,DBP.