基于支持向量机的管制疲劳检测模型研究

管制疲劳是影响民航安全的重大隐患,准确检测疲劳状态是进行疲劳预警、降低疲劳风险的关键。提出应用支持向量机模型融合多生理参数和眼动指标进行管制疲劳检测,通过MP150多导生理记录仪与眼动仪,采集模拟管制试验中正常与剥夺睡眠状态下被试的试验数据,同时记录其Karolinska疲劳等级和操作绩效。结果表明,RR间期、LF/HF、快慢波比值、PERCLOS和扫视速度均与管制疲劳呈较强相关,利用支持向量机融合五项指标构建管制疲劳检测模型,对于五级疲劳度的识别准确率为78. 1%,判断正常组与剥夺睡眠组的准确率为94. 2%。     

脑力疲劳与非疲劳状态眼动指标的判别

为研究利用眼动指标(注视点个数FC、平均注视时间AFD、平均眼跳幅度ASA、最大瞳孔面积Pupil Max及反应时RD)对脑力疲劳状态进行判定,通过眼动追踪技术,测试了不同脑力疲劳程度的眼动指标值并进行分析。结果表明:1)通过FC、AFD、ASA和Pupil Max四个眼动指标可以判定被试者所处的疲劳状态; 2)当测试者注视点个数FC处于(11,13)区间,平均注视时间AFD处于(328,409)区间,平均眼跳幅度ASA处于(5,7)区间,最大瞳孔面积Pupil Max处于(992,1 124)区间时为非疲劳状态;当FC处于(7,10)区间,AFD处于(263,319)区间,ASA处于(2,4)区间,最大瞳孔面积Pupil Max处于(584,935)时可以认定被试者为疲劳状态。     

含复杂管路的某机构模态参数识别研究

目的获取复杂结构产品的模态参数及动态性能。方法采用基于冲击激励的试件自由模态分析试验,综合分析频响函数曲线幅值,确定局部结构模态频率点,利用半功率带宽法和专用分析软件分别计算模态阻尼比和模态振型。结果识别出影响某机构动态性能关键部件的模态参数。结论发现机构外壳模态频率远离冷却装置频率点,冷却管一阶横向模态由自身结构特性产生,二阶及纵向模态由减压阀模态引起。气体导管的动态特性主要受冷却装置模态的影响。     

ESTIMATION OF THE HIEC1 LOSS PARAMETERS FOR ROUTING THE PROBABLE MAXIMUM FLOOD1

ABSTRACT: Twenty storm events were used to select design values of the HEC1 loss parameters STRTL and CNSTL in order to route the probable maximum flood, PMF, through the Englewood watershed, Ohio. The parameter STRTL represents the initial volume of water lost due to interception and incomplete saturation of the soil prior to the storm. The parameter CNSTL represents a continuous loss rate and depends only on the watershed. When optimized from each storm event, STRTL varied between 0.0 and 3.4 inches with an average of 1.0 inch; CNSTL varied between 0.02 and 0.26 inch/hour, and it followed a normal probability distribution with a mean of about 0.1 inch/hour. The absence of correlation between optimum CNSTL values and each of total rainfall, total loss, and runoff duration supported the selection of the mean CNSTL as a design value. PMF routing through the Englewood watershed revealed that the PMF at the outlet is not sensitive to STRTL, but highly affected by CNSTL variations. The insensitivity to STRTL was due to the presence of a dam at the outlet of the watershed that caused the buildup of water in the watershed, thereby masking the storage effect of STRTL. The peak PMF increased by about 27 percent when the design CNSTL was decreased to 0.05 inch! hour, and decreased by about 18 percent when the design CNSTL was increased to 0.15 inch/hour.     

Old endemics and new invaders: alternative strategies of passerines for living in the Australian environment

Life history parameters of ”old endemics” and ”new invaders” among the Australian passerines were compared, controlling for phylogeny by using current, phylogenetic research methods. Old endemics were found to have significantly smaller clutches and demonstrated significantly more cooperative breeding than the new invaders, whose fledging periods are significantly longer than those of the old endemics. We argue that breeding under conditions of a small annual food increment during the breeding season, as is probably the situtation in Australia, is possible only when clutch size is small, or while breeding cooperatively, or by extending the fledging period. Our data show that the old endemics use the first two options, while the new invaders employ the third. Received: 10 February 1999 / Received in revised form: 10 November 1999 / Accepted: 20 November 1999     

Effects of dietary copper exposure on accumulation,growth, and hematological parameters in Cyprinus carpio

The influence of dietary copper (Cu) exposure on accumulation, growth, and hematological parameters was investigated in Cyprinus carpio after sub-chronic ingestion of 0, 250, 500, 750 or 1000?mg?kg^?1 for 60 days. The profile of Cu accumulation among tissues in C. carpio was dependent on the exposure period and Cu concentration. Liver of C. carpio was the predominant storage tissue and the order of Cu accumulation in tissues was liver?>?intestine?> gill?>?kidney?>?muscle. Cu concentration at >125?mg?kg^?1 reduced growth rate, and was inversely related to growth. The RNA?:?DNA ratios were not affected by exposure and there was no correlation between growth rate and RNA?:?DNA ratio in liver and muscle. There were no significant effects of exposure on blood parameters except for magnesium. Cu exposure time and dose increased the serum glutamic-oxaloacetic transaminase (SGOT) and serum glutamic-pyruvic transaminase (SGPT) activity levels.     

朱集矿13-1煤瓦斯参数规律研究

为了采取合理的瓦斯抽采技术,实现矿井安全高效开采,对朱集矿13-1煤瓦斯基本参数进行了现场和实验室测定,得出了瓦斯含量、瓦斯压力、放散初速度,透气性系数、坚固性系数等参数,并对测定结果进行了理论分析,得出了这些参数的基本规律.结果表明:随着开采深度的增加,在一定深度范围内,其瓦斯压力、瓦斯含量呈线性增长,瓦斯压力与瓦斯含量都比较大；煤层钻孔瓦斯衰减系数较大,该煤层的透气性系数较小,D、K值小于其临界值,可判断出该煤层为难抽煤层且有突出危险性.     

合肥地区不同类型源头溪流暂态存储能力及氮磷滞留特征

为揭示合肥地区不同类型源头溪流暂态存储能力及氮磷吸收滞留的基本特征,在城区和城郊筛选4条典型源头溪流,并以NH4Cl、KH2PO4为添加营养盐,以Na Cl为保守型示踪剂,开展现场示踪实验.在此基础上,利用OTIS模型水文参数(D、A、As和α),计算暂态存储指标(Ts、Tc、Ls、Rh和F200med),进而开展暂态存储能力分析,并以NH+4-N和SRP一阶吸收系数(λ、λs)解析氮磷滞留特征.结果表明:4条溪流水体的α值均处于10-4~10-3数量级;各溪流Tc基本都显著超过Ts,意味着这些溪流水体溶质滞留效应主要来自主渠道流动水体,而不是暂态存储区;根据Tc、Ts、Ls和Rh等指标,得到各源头溪流暂态存储能力排序为:二十埠河二级支流二十埠河一级支流十五里河源头段关镇河支渠;4条源头溪流主渠道流动水体与暂态存储区的NH+4-N、SRP滞留特征存在很大的差异,并且二十埠河一、二级支流和十五里河均不同程度出现λ-NH+4、λs-NH+4为负值的现象,意味着这些水体对于NH+4-N既具有短期存储作用,也起着"源"的作用.     

多点法测定可燃物质自燃特性的可靠性研究

多点法是一种新提出的自热反应动力学分析方法。采用实验研究和理论分析相结合的方式对多点法的操作过程以及实验结果的可靠性展开研究。通过构建一维导热系统、采用不同形式的热电偶布设方式,对烟叶粉末的自燃临界环境温度、活化能以及反应热与指前因子的乘积等参数进行了测定。研究表明:所构建的一维系统能较好地模拟一维导热;热电偶的分布方式对测量结果有较大影响,对称分布状况下,温度结果与经典的F-K对称模型一致;多点法相比于传统方法省时省力,测定结果有较好的线性拟合相关度,求解的动力学参数较为可靠。     

不同控烟方式下火灾烟气运动演化规律比较分析

为优化选择与确定最优控烟方式,最大限度地减少人员伤亡和财产损失,利用火灾场模拟软件FDS对南宁市某地下超市火灾烟气的运动过程进行数值模拟,分别探讨了自然排烟、机械排烟、喷水灭火系统、机械排烟与喷水灭火复合系统4种火灾场景下烟气的运动过程,揭示出不同场景下火灾烟气的运动演化规律.结果表明,与自然排烟相比,机械排烟对于降低CO(低0.21％)和CO2(低2.6％)体积分数效果明显,能有效阻止O2(高1.8％)体积分数与能见度降低(延缓120 s);喷水灭火系统能有效降低烟气温度(降低200℃),在一定程度上抑制O2(高1.0％)体积分数的降低;机械排烟与喷水灭火复合系统能有效降低CO(低0.24％)和CO2(低3.4％)体积分数及烟气温度(降低270℃),还能阻止O2(高3.2％)体积分数与能见度降低(延缓160s);机械排烟、喷水灭火系统均对地下超市火灾烟气蔓延有较强的阻碍作用,但每个独立系统的控烟效果远不及机械排烟与喷水灭火复合系统明显.