PSO和SVM混合算法确定太湖入湖河流水质主要影响因子

以影响太湖入湖河流水质的24个因子值为研究对象，将PSO算法与SVM算法相结合。PSO算法用于优化SVM算法的参数c和g，以利于快速、高效地确定c和g的全局最优值；SVM算法基于最优的c和g，分别以24，21，18，15，12，9和6个因子作为特征向量预测水质的污染程度。结果表明，当特征向量为9个影响因子时预测率最高。其参数c=18.56，g=1.35，对应的预测率为：全局预测率92.59%，重度污染水质预测率88.89%，轻度污染水质预测率94.45%。因此，通过PSO和SVM混合算法，可以确定影响太湖入湖河流水质的主要因子，利用这些主要因子对水质进行预测预警，不但可以节省时间，而且可以得到精确的结果。     

填埋场中亚硝酸还原酶测定条件的优化

填埋垃圾中的含氮化合物经一系列生物脱氮作用,最终使得填埋场中的氮素得以消减,在这一过程中亚硝酸还原酶起着十分重要的作用。以填埋场中的填埋垃圾为研究对象,在土壤亚硝酸还原酶测定方法的基础上,对亚硝酸还原酶活性测定条件进行了优化。结果表明,填埋垃圾中的亚硝酸还原酶活性测定的最优条件为:垃圾样品风干温度25℃,2mL的1%NaNO2溶液和2.5 mL的1%葡萄糖溶液,抽气5 min,置于25℃的培养箱中培养24 h。优化后的测定条件相对标准偏差(RSD)小于1.27%,表明该方法具有较高的灵敏度和精密度。     

An imprecise fuzzy risk approach for water quality management of a river system

Uncertainty plays an important role in water quality management problems. The major sources of uncertainty in a water quality management problem are the random nature of hydrologic variables and imprecision (fuzziness) associated with goals of the dischargers and pollution control agencies (PCA). Many Waste Load Allocation (WLA) problems are solved by considering these two sources of uncertainty. Apart from randomness and fuzziness, missing data in the time series of a hydrologic variable may result in additional uncertainty due to partial ignorance. These uncertainties render the input parameters as imprecise parameters in water quality decision making. In this paper an Imprecise Fuzzy Waste Load Allocation Model (IFWLAM) is developed for water quality management of a river system subject to uncertainty arising from partial ignorance. In a WLA problem, both randomness and imprecision can be addressed simultaneously by fuzzy risk of low water quality. A methodology is developed for the computation of imprecise fuzzy risk of low water quality, when the parameters are characterized by uncertainty due to partial ignorance. A Monte-Carlo simulation is performed to evaluate the imprecise fuzzy risk of low water quality by considering the input variables as imprecise. Fuzzy multiobjective optimization is used to formulate the multiobjective model. The model developed is based on a fuzzy multiobjective optimization problem with max–min as the operator. This usually does not result in a unique solution but gives multiple solutions. Two optimization models are developed to capture all the decision alternatives or multiple solutions. The objective of the two optimization models is to obtain a range of fractional removal levels for the dischargers, such that the resultant fuzzy risk will be within acceptable limits. Specification of a range for fractional removal levels enhances flexibility in decision making. The methodology is demonstrated with a case study of the Tunga–Bhadra river system in India.     

基于韦伯-费希纳定律的空气质量普适韦伯指数公式

在适当设定各项空气污染物浓度"参照值"cj0的基础上,用相应于"参照值"cj0的污染物的"规范值"xj作为基于韦伯-费希纳(W-F)定律空气质量指数公式中的污染刺激量。由于各污染物同级标准的浓度"规范值"xjl差异不大,从而可以认为各污染物的韦伯指数公式等效于一个具有共同适用的韦伯常数α的W-F指数公式,并采用粒子群(PSO)算法优化得出α,得到对7项空气污染物皆适用的空气质量普适韦伯指数公式。该公式应用于多个实例分析,并与多种其它评价方法的评价结果比较表明,空气质量普适韦伯指数公式具有简单、实用和直观的特点。     

反渗透膜处理维生素C凝结水的最优工艺条件

针对维生素C生产工艺中产生的凝结水产量大、处理成本高、存储运输困难和营养物质含量偏低等问题，采用反渗透技术对VC凝结水进行处理。实验建立小试规模反渗透膜处理装置，采用无量纲化多元回归分析方法，分析了操作条件指标与渗透水评价指标两套指标体系之间的关系，定量评价了各个操作条件指标对渗透水评价指标的整体影响程度，并在此基础上研究了最佳操作条件的工艺参数。结果表明：建立的无量纲化多元回归分析方法切实有效，在正交实验设计水平范围内，压力、pH和回流比均是多目标系统的影响因子，操作条件指标对渗透水评价指标的整体影响程度大小顺序为：压力〉pH〉回流比〉温度，且各自影响程度所占比例分别为43．02％、29．01％、25．07％和2．89％。各个操作因子对多指标系统的影响是独立的。在只考虑系统收益而不考虑膜污染的情况下，最佳操作条件分别为：温度r=30．65，压力P=1．5MPa，回流比r=0．78，pH=7．475。     

A time‐lagged investigation of the impact of coworker behavior on the effects of demographic dissimilarity

Although it is clear that coworker absenteeism, tardiness, and turnover can influence an employee's actions, scholars have yet to consider the impact of relational demography on the adoption of these behavioral norms. Inspired by social identity, situational strength, and attraction‐selection‐attrition theories, we proposed that individuals who differ from their coworkers in age, sex, or racioethnicity would feel threatened by their outnumbered status and subsequently motivated to be absent, tardy, or more likely to turnover. However, we expected coworker withdrawal behavior to moderate whether or not dissimilar personnel act on these desires. Results from hierarchical multilevel modeling analyses of data from 470 U.S. call center workers nested in 51 work groups revealed that racioethnic dissimilarity was positively related to time‐lagged changes in absenteeism and tardiness as well as heightened turnover likelihood. These effects emerged only among employees whose coworkers engaged in greater withdrawal behavior. Importantly, racioethnically dissimilar employees working in more permissive climates (i.e., those with high levels of coworker absenteeism, tardiness, or turnover) exhibited the greatest increases in absenteeism and tardiness over three months and had the highest supervisor‐rated turnover likelihood. Implications for diversity management are discussed. Copyright © 2015 John Wiley & Sons, Ltd.     

基于灰色-马尔科夫模型的我国能源消费结构优化调整

本文以我国1997—2010年的消费结构数据为基础,运用灰色-马尔科夫链模型对数据进行了分析和预测,然后通过MATLAB预测了我国未来十年的能源消费结构,结合我国政府承诺的非化石能源目标对模型预测结果做了进一步的修正,最后根据能源发展趋势给出了能源消费结构的优化策略。     

露天矿山岩质边坡台阶的平台宽度优化

矿山发生局部破坏的边界条件主要是由台阶的几何特征所决定,台阶边坡几何特征主要有台阶坡面角、台阶高度、台阶的平台宽度和台阶组合4要素。在对整体边坡角优化的同时,同样需要对台阶的宽度进行优化。通过分析台阶边坡特征,计算出不同规模破坏的边界条件,进而对矿山台阶的宽度进行优化。通过对一个矿山边坡算例的优化分析,在不改变整体边坡角的前提下,对台阶宽度进行优化,可以避免某些大规模的台阶破坏可能,提高矿山边坡的稳定性。     

电解铝生产含氟工业烟气湿法吸收治理中试装置设计实现

本文通过对国内外近几年有关电解铝含氟化氢工业尾气净化处理大量的参考文献的分析研究及国内外电解铝生产企业在尾气治理方面的技术应用和尾气净化装置运行状况的调研,结合自己的专业特长和工程经验,建立一套有关电解铝含氟化氢尾气在处理、净化氟化氢方面的技术方案,设计制作一套湿法氟化氢吸收中试装置,从工艺方案优化设计、安全运行、设备设计及选材、自动控制、建立相关的副产物检测方法和后续产物的综合利用等方面进行了研究和探讨。     

基于正交模拟试验的矿用空气幕结构优化

为了降低空气幕的能耗,依据空气动力学理论,建立了以双三次方曲线为整流器外轮廓线的矿用空气幕模型,采用正交模拟试验方法,以出风口速度分布均匀性及阻力损失为评价指标,研究了不同结构参数下矿用空气幕内流场分布规律,计算出矿用空气幕出风口断面的速度分布均匀性参数及压力损失,得到了最优的矿用空气幕结构模型,该模型风流速度均匀性参数为0.038 5,压力损失为98.3Pa.结果表明,压力漩涡的大小及流速滞留区的范围与整流器密切相关.对矿用空气幕出风口速度分布均匀性影响最大的是供风器出风口宽度,其次为导流体中截面半径;对矿用空气幕压力损失影响最大的是供风器出风口宽度,其次为整流器及供风器长度.当导流体为圆锥体时,矿用空气幕的性能最优.