Research on fault diagnosis for reciprocating compressor valve using information entropy and SVM method

A method of compressor valve fault diagnosis using information entropy and SVM is proposed in this paper. The main obstacle in the fault diagnosis focuses on the low non-linear pattern recognition performance and small sample number. Therefore, the information entropy, which is flexible and tolerant to the non-linearity problem, is applied to analyze the characteristic of the signals. SVM is employed in the fault classification because of its superiority in dealing with smaller sample problem. The information entropy features and the optimization test of the SVM model are detailed analyzed. The experiment shows the good performance of the information entropy SVM method in compressor valve fault diagnosis.     

Levels and regional trends of persistent organochlorines and polybrominated diphenyl ethers in Asian breast milk demonstrate POPs signatures unique to individual countries

Human breast milk samples collected in 2007–2008 from four countries, Vietnam (Hanoi), China (Beijing), Korea (Seoul) and Japan (Sendai, Kyoto and Takayama), were analyzed for persistent organic pollutants (POPs) such as dichlorodiphenyltrichloroethane and its metabolites (DDTs), chlordane-related compounds (CHLs), hexachlorocyclohexanes (HCHs), hexachlorobenzene (HCB), polychlorinated biphenyls (PCBs) and polybrominated diphenyl ethers (PBDEs). Comparing with previous surveys, the present study indicates that the DDTs in breast milk from China and Vietnam had gradually decreased during the last decade, but were still 5–10 times higher than those in other nations. The ratios of p,p′-DDE/p,p′-DDT and o,p′-DDT/p,p′-DDT were higher in Beijing than in the other countries, suggesting that there is less fresh intake of commercial DDT products and a possible exposure to dicofol in China. CHL and PCB levels were relatively higher in mothers from Japan, whereas β-HCH and HCB were more common in Chinese women. In Japan, it is suspected that mothers in the urban/coastal area (Sendai) were more continuously exposed to organochlorine pesticides (OCPs) than mothers in the rural/inland area (Takayama). In addition, OCP levels in primiparae were significantly higher than those in multiparae from Japan and Korea. These indicate that both parity and regional factors are major determinants of the levels of OCPs and PCBs in human milk. On the other hand, higher concentrations of PBDEs were observed in mothers' milk from Korea. The congener was dominated by BDE-47 (43–54%), followed by BDE-153 (23–33%) in all regions except for Beijing where BDE-28 (23%) was relatively abundant. In Japanese breast milk, regional and parity-dependent distributions were not observed for PBDEs. Among PBDE congeners, age-dependency was observed for BDE-153, which was negatively correlated (p < 0.05) to the age of mothers in Kyoto (17 participants were housewives), while it increased with age in Sendai (10 participants were clerks). No such correlation was seen for BDE-47, indicating that BDE-47 was ingested and assimilated via different kinetics or routes from BDE-153 in Japan.     

基于CGE模型的能源税政策影响分析

在能源-环境-经济(3E)研究领域中,CGE模型得到了广泛的应用.本文通过一个10部门静态可计算一般均衡(CGE)模型定量分析中国实施能源税对经济、能源、环境以及各生产部门的影响.模型以2002年为基准年,研究设定5个情景,包括一个基准情景和四个能源税征收情景.模型模拟分析表明,征收能源税对国民经济总量增长有轻微影响;与此同时,能源税政策有利于减少能源需求量,降低能源强度,减少煤炭在能源合成品中的份额,对能源结构的改善有一定作用,并可促进产业结构的调整,有利于减少二氧化碳和二氧化硫的排放量,改善环境质量.在实施的过程中,可以采用渐进提高税率,并在征收能源税的同时,降低所得税(用能源税收入替代其它税种的收入)以及减免行政性收费等方式,实现税制的绿化,且可避免对国民经济和居民生活产生明显冲击.     

TiO2/NiFe2O2磁性纳米光催化剂的制备及其光催化性能研究

先用水热法制备了纳米级NiFe2O2磁核,然后采用均匀沉淀法在NiFe2O2磁核表面包覆TiO2,制备了一种新型磁性纳米光催化剂TiO2/NiFe2O2通过实验确定了制备TiO2/NiFe2O2的最佳Ti/Ni(摩尔比)为30/1,用X射线衍射(XRD)、透射电子显微镜(TEM)、紫外-可见(UV-Vis)漫反射、热重-差示扫描量热分析(TG-DSC)、磁力学测试等手段对其进行了表征.以甲基橙的水溶液为模拟污染物,评价了TiO2/NiFe2O2的光催化性能,在光照2 h后,甲基橙的脱色率可达98.5%.研究结果表明,TiO2/NiFe2O2是一种可重复使用的高效光催化剂.     

Retrospective assessment of air quality management practices in Taiwan

In 1995, Taiwan's Environmental Protection Administration (EPA/TW) instituted a policy of levying emission taxes on polluters in order to combat the rampant national issue of pollution. Since that time, pollution control strategies, tightening exhaust emission standards for industry, improvements in fuel quality, and new stricter vehicle emission standards, etc., have been implemented. This study evaluates the effectiveness of these measures and examines the improvement of Taiwan's air quality. In this paper, we conduct a detailed analysis of change in the concentrations of pollutants (SO₂, NO_x and particulate matter [PM]) between two three-year periods (from 1996 to1998 and from 2000 to 2002). The pollution levels were generally lower in the latter period. Concentrations at 14 EPA/TW stations in central Taiwan were simulated and source apportionment analyses in three of Central Taiwan's largest cities were conducted using a trajectory transfer-coefficient air quality model. Correlation coefficients (r) between simulations and observations for the monthly means of the concentrations of SO₂, NO_x, PM_2.5 and PM₁₀ during the study periods at the 14 stations are 0.56, 0.63, 0.70 and 0.31, respectively. The sulfur control policy greatly reduced SO₂ concentration island-wide, a stringent emission standard put into place for gasoline vehicles reduced NO_x concentration along highways, and an emissions tax placed on construction sites, as well as a regular program for road-dust sweeping, reduced primary particulate matter. Among all of the pollution abatement policies implemented, the most effective method for reducing PM_2.5 concentrations in the three largest cities involved the reduction of fine ammonium sulfate aerosols from point sources (56–63% of net PM_2.5 reduction). The next largest reduction was attributed to a diminishment in primary PM_2.5 emanating from point sources (27–56% of net PM_2.5 reduction). Secondary particulate matter, especially sulfate, was reduced from distances up to 150 km leeward of major pollution point sources such as Taichung Power Plant.     

围隔中水华控制实验

目前我国很多湖泊和水库处于富营养化状态,其显著表现之一是微囊藻(Microcystis)在湖泊生态系统中恶性生长,形成水华,使水体群落结构恶化,湖泊水产品产量降低,湖泊丧失旅游价值,尤其严重的是影响了自来水厂的正常运行。 许多学者对控制微囊藻的生长进行过研究,其中最主要的方法是减少营养元素(主要是磷、氮进入湖泊的控制),对流域的点污染源和面污染源进行控制。这种方法耗资大,就我国的经济承受能力而言,短期内还很难全面实行。生物控制方法有引入微囊藻致病微生物或引入捕食微囊藻的浮游动物和鱼类,但目前仅处在实验室阶段。在以供水为主要功能的水体中,用化学方法控制微囊藻生长是使用比较广泛的方法。近年来,人们虽然试验了一万余种有机化合物的杀藻作用,但最常用的化学除藻剂仍是硫酸铜。这些除     

城市工业行业能源消费强势等级划分方法及应用

工业是能源消费的主要源头,城市是能源消费的主要场所,划分城市工业行业能源消费强势等级,有利于锁定城市能源消费重点行业,为中国城市化、工业化进程中的产业能源管理提供必要信息.在回顾工业能源消费基本关系基础上,确定了工业行业能源消费贡献率、经济贡献率和能源效率作为能源消费基本参数.以中国总体水平作为比较基准,界定了能源消费距离指数基本概念.按照距离指数数值的大小将工业行业能源消费等级划分为从巨大强势到巨大弱势之间的9个不同等级,指出了应关注的工业行业能源消费等级类型.以重庆为例,演示了工业行业能源消费强势等级划分方法的应用,确定了重庆主要工业行业在能源消费方面强势等级,找出了能源管理中值得特别关注的工业行业.     

镉对河南华溪蟹肝胰腺线粒体自由基代谢的影响

为了探明镉对线粒体自由基代谢的毒性机理,采用急性毒性实验方法,研究了不同浓度镉(Cd2+)对河南华溪蟹(Sinopotamon henanen肝胰腺组织线粒体抗超氧阴离子(O2.-)能力、抑制羟自由基(.OH)产生能力、过氧化氢(H2O2)和一氧化氮(NO)含量及一氧化氮合成(NOS)活力的影响.具体实验设置5个Cd2+浓度组(7.25、14.50、29.00、58.00和116.00mg.L-1),分别在24、48、72和96h时对自由基代的相关指标进行测定.结果显示,Cd2+对线粒体自由基代谢的影响表现出时间和浓度效应关系.随着Cd2+浓度的增加和处理时间的延长O2.-能力、抑制.OH产生能力逐渐降低,但H2O2含量逐渐增高,NO含量和NOS活力的变化基本趋于一致,即随着Cd2+浓度的增加和处理间的延长先上升后下降.因此,线粒体中抗O2.-和抑制.OH产生能力、H2O2和NO含量及NOS活力可以作为重金属污染水生生物毒性效应指示物.     

东江流域主要支流溶解性有机质污染特征初探

溶解性有机质（DOM）是天然水体的重要组成部分,其组分构成及含量能够反映河流污染特征。研究利用三维荧光光谱技术对2014年3—4月东江流域8条一级支流下游DOM的荧光组分进行分析。通过寻峰法和平行因子分析（PARAFAC）识别出两种类腐殖质组分（Peak A和Peak B）和两种类蛋白质组分（Peak C和Peak D）;并结合常规水质指标,探索各支流的主要污染源,为东江流域水质管理提供科学依据。结果表明：1)东江流域淡水河和石马河两种类蛋白质显著高于其他支流,两种类腐殖质出现缺失现象。2）8条支流样点的DOM中,Peak C、Peak D与各常规水质参数相关性显著,说明东江流域DOM能够较好地反映水质情况。3）东江流域中上游支流自然生境良好,受到人为活动影响强度低。中游支流受农业及工业的双重污染,类腐殖质及类蛋白质的含量较上游河流有显著增加。下游支流受人为活动影响剧烈,河岸带自然生境破坏严重,河岸固化,使得类腐殖质缺失;工业废水及生活污水大量排放,类蛋白质含量显著上升。4）与国内外其他河流相比,东江流域各支流、珠江干流广州河段及河口、辽河流域太子河均呈现以类蛋白质为主要组分,与长江流域以及国外河流存在显著差异,说明东江流域人类产生的有机污染严重,亟须治理。