人工神经网络在矿井多水源识别中的应用

以焦作矿区水化数据为例,选用Na++K+、Ca2+、Mg2+、Cl-、SO2-4、HCO-36种水化离子浓度作为识别矿井水源的依据,运用Matlab软件分别建立BP神经网络与Elman神经网络的矿井多水源识别模型。应用结果表明:与静态的BP神经网络相比,在结构上增加承接层的Elman神经网络在训练和仿真中拟合能力更强,识别精度更高和泛化能力更好;矿井地下水随着地下开采与扰动具有动态性,将具有非线性动态特征的Elman神经网络应用于矿井多水源的识别,对准确判断突水来源和分析地下水运移规律具有一定的辅助和指导意义。     

运动对2,3,7,8-四氯二苯并二恶英急性暴露大鼠肝脏抗氧化能力的影响

观察8周中等强度游泳运动对2,3,7,8-四氯二苯并二恶英(2,3,7,8-tetrachlorodibenzo-p-dioxin,2,3,7,8-TCDD)急性暴露大鼠肝脏氧化应激的影响。以8周龄雄性Sprague Dawley大鼠为研究对象,将大鼠随机分为玉米油静养组(NC组)、玉米油运动组(EC组)、TCDD静养组(NT)和TCDD运动组(ET组)。将TCDD溶于玉米油中,NT和ET组大鼠按照10μg·kg-1(以单位体重计)腹腔注射TCDD,NC和EC组大鼠注射等量玉米油。正式实验开始后,EC和ET组大鼠进行运动(尾部负重5%游泳30min),每周运动5 d,共8周,NC和NT组大鼠不进行任何运动干预。8周后,称重并宰杀大鼠,收集血清和肝组织样本,待测血清天门冬氨酸氨基转移酶(AST)、丙氨酸氨基转移酶(ALT)的活性;肝组织丙二醛(MDA)含量,超氧化物歧化酶(SOD)、过氧化氢酶(CAT)以及谷胱甘肽过氧化物酶(GSH-Px)的活性。将数据进行多因素方差分析,结果表明,染毒可升高大鼠血清AST的活性,增加肝脏MDA的含量,降低肝脏SOD、CAT和GSH-Px的活性;运动可降低大鼠肝脏GSH-Px的活性;染毒后运动可减少肝脏MDA的含量,升高肝脏SOD、CAT和GSH-Px的活性。研究表明,TCDD急性暴露可导致大鼠肝细胞功能受损,导致大鼠肝脏发生氧化应激。8周有氧运动改善TCDD急性暴露诱导的肝细胞损伤,改善肝脏氧化应激,这可能是运动改善TCDD肝毒性的机制之一。     

应急场景下个体生理指标变化研究

搭建了应急场景下个体反应测试系统,利用BSL数据采集仪测试了35名样本人员应急前后收缩压、舒张压、心率、呼吸速率等生理指标的变化特征,并对个体应急处置能力进行了评估。结果表明:应急场景下,个体生理指标与其应急处置能力有密切关系,专业知识及工作经验越丰富的被测试者其各生理指标波动越小、应急处置指数也越小。研究结果可为企业员工应急处置能力的评估和提高提供依据。     

炼厂含油污泥与石油焦共成浆性及其影响因素

我国所加工的原油重质化和劣质化现象日益严重,导致以高硫石油焦、含油污泥为代表的副产物产量大幅增加,对生态环境构成了潜在威胁. 为利用成熟的水煤浆气化工艺对废物无害化处理,进行了炼厂含油污泥与石油焦制备高性能混合浆液的研究. 采用干磨湿配制浆工艺,考察了含油污泥与石油焦的共成浆性,分析了石油焦粒度分布、含油污泥添加量、温度、pH等对成浆性的影响. 结果表明:石油焦颗粒疏水性较强、比表面积小,其单独成浆时最佳粗细颗粒质量比为5.5∶4.5;含油污泥与石油焦共成浆时,其最佳添加量为3.0%;在30℃,pH为7~9条件下,可制得表观黏度低于1000mPa·s,稳定时间超过48h,流动性较好的混合浆液,可满足水煤浆气化无害化工艺的进料要求.      

不同类型区农用地整治对农田生产能力的影响

以产能提高为核心的农用地整治已上升为国家层面的重要战略之一。通过建立农用地整治影响下的农田生产能力估算模型,定量评价湖北省内平原、丘陵及山地3种不同类型区农用地整治对农田生产能力的影响,结果表明:①农用地整治后,山地型整治区农田生产能力提高168.91%,丘陵型整治区提高57.78%,平原型整治区提高38.32%;②平原型整治区基础设施要素提高最大,为78.62%;丘陵型整治区水资源要素提高最大,为75%;山地型整治区基础设施要素提高最大,为199.12%;③总体上,基础设施要素对农田生产能力的贡献率都最大。建议国家农用地整治在政策上适当增加对山地型和丘陵型整治区的重视,项目区应合理配套农村居民点整治工程,并尽量避免生态损失。     

广州市园林绿化植物苗木对二氧化硫和二氧化氮吸收能力分析

采用人工模拟熏气法,研究了36种广州市园林绿化植物对SO2和NO2气体吸收净化能力,以系统聚类分析方法为依据,将参试植物的吸收净化能力划分为强性、较强、中等、较弱及弱5个等级。结果显示,在不同SO2质量浓度（0.259和0.448 mg.m-3）环境下,黄槐、鸡冠刺桐、红花银桦、木棉、红千层、大花紫薇、复羽叶栾树吸收SO2能力具有强或较强的能力,而罗汉松、竹柏、深山含笑、乐昌含笑、观光木、樟树、阴香、双翼豆、印度紫檀、大花五桠果、长芒杜英、五月茶、海南蒲桃、芒果、海南红豆、糖胶树和幌伞枫吸收SO2能力表现为较弱或弱;在NO2质量浓度（0.149和0.428 mg.m-3）环境下,黄槐、黄葛榕、红花银桦、红千层、麻楝、复羽叶栾树、大花紫薇和小叶榄仁吸收净化NO2能力为较强或强,而深山含笑、五月茶、芒果、海南红豆、糖胶树和桂花叶片对NO2吸收能力表现为较弱或弱。在不同SO2和NO2浓度环境下,黄槐、红花银桦、红千层、复羽叶栾树和大花紫薇叶片对SO2和NO2吸收净化能力表现为强或较强,而深山含笑、五月茶、芒果、海南红豆、糖胶树叶片对SO2和NO2吸收净化能力为较弱或弱。研究结果为珠三角城市功能型园林植物选择和广东生态景观林带建设提供科学依据。     

煤矿作业人员系统风险知觉能力量化分析

为了定量分析煤矿作业人员风险知觉能力,采用Wickens模型分析风险知觉能力和人因失误作用关系,基于此,结合模糊痕迹理论,提出了基于三角模糊数的信号检测理论,从危险信号辨识敏感性(α)和反应偏好(β)两个指标对煤矿作业人员风险知觉能力进行评价。以某煤矿机电作业人员为例,设计调查问卷,并利用基于三角模糊数的信号检测理论对机电作业人员风险知觉能力进行分析。结果表明,所提出方法可用于评价煤矿井下作业系统中人员的风险知觉能力,能为提升煤矿作业人员风险知觉能力提供参考。     

民用机场消防指挥员决策能力分析

为研究民用机场消防指挥员决策能力,根据专家意见及相关规章、文件的规定,筛选出文化素质、身体素质、心理素质等18项影响机场消防指挥员决策能力的要素,并采用问卷调查的方式进行调研。运用SPSS 21.0对问卷进行信度分析、效度分析及因子分析,确定民用机场消防指挥员决策能力指标体系。根据该指标体系构建民用机场消防指挥员决策能力结构方程模型,运用Amos 17.0计算各变量的路径系数,进而得到各指标的权重,避免了人为打分方法确定权重的主观性。研究结果为分析民用机场消防指挥员决策能力提供更加准确、合理、可信的评价方法。     

How do leadership motives affect informal and formal leadership emergence?

To what extent and in what ways do leadership motives of potential leaders predict their informal and formal leadership assignments? To address these questions, we conducted two studies in a military setting. In the first study (n = 215), we examined a mediated‐moderation model in which we hypothesized that the motivation to lead (MTL) of candidates to an elite unit would predict their teamwork behaviors and their tendency to emerge as leaders of their peers. We further hypothesized that cognitive ability would interact with MTL to predict teamwork behaviors and that teamwork behaviors would mediate the relationship between this interaction and leadership emergence. In Study 2, we followed up 60 candidates who were selected to the unit and examined whether MTL would predict the extent to which they achieved formal leadership roles. The findings of Study 1 supported the hypotheses included in the moderated mediation model. In Study 2, as expected, MTL predicted formal leadership emergence. We discuss several theoretical implications of these findings. Copyright © 2012 John Wiley & Sons, Ltd.     

Multiple dimensions of work-related risk factors and their relationship to work ability among industrial workers in Iran

Objectives. The present study was designed to investigate the simultaneous effects of physical, psychosocial and other work-related risk factors on the work ability index (WAI) score among industrial workers. Methods. This study used a cross-sectional design with a questionnaire survey. A total of 280 workers were included in the study. Data were collected using three questionnaires including the Persian version of the WAI, the Persian version of the job content questionnaire and an author-developed measure (to assess work-related factors, health-related factors and socio-demographic characteristics). Results. The majority of the participants were young, but they had poor WAI scores (mean 37.3?±?6.4) and 44.3% of them had poor or moderate work ability. Occupational accidents and injuries were found to be the strongest predictors of WAI scores. Additionally, there was a strong association between WAI scores and supervisor support, skill discretion, occupational training, sleep quality, work nature and educational level. Conclusions. Intervention programs should focus on improving supervisor support, sleep quality, job skills and knowledge and on decreasing physical and mental work demands. Additionally, implementing a comprehensive occupational health and ergonomics program for controlling and reducing hazardous working environments and occupational injury rates should be considered.