基于随机森林的飞机长着陆预警方法

为降低飞机冲出跑道事故造成的人员伤亡和财产损失,以长着陆事件为研究对象,探讨1种有效的长着陆事件预警方法。提出应用随机森林模型对长着陆事件进行预警,给出模型的特征筛选、构建及评价方法,并使用实际飞行数据验证模型有效性。结果表明:基于随机森林的飞机长着陆预警模型精确率为88.41%,召回率为87.14%,模型可以有效对长着陆事件进行预警。     

A numerical study on the feasibility and efficiency of point smoke extraction strategies in large cross-section shield tunnel fires using CFD modeling

The strategy of smoke control is of high importance for the design process of tunnels, especially for long and large cross-section tunnels. The South Hongmei Rd. Tunnel (SHT) located in Shanghai, China, is a 3.39 km long shield TBM (tunnel boring machine) tunnel with an external diameter of 14.5 m. The point smoke extraction system was proposed initially as the main ventilation strategy during a tunnel fire. To investigate the fire characteristics in the tunnel and develop appropriate smoke control strategies, a series of numerical 3D Computation Fluid Dynamics (CFD) simulations were conducted. Three fire scenarios, namely 5 MW, 20 MW and 50 MW, were modeled to evaluate the point extraction system. The gas temperatures, the stratification of the smoke, air temperature, minimum visibility etc., during the smoke spreading of a fire were analyzed. Based on the results of the simulation, the smoke extraction strategies according to fire scale and fire location were proposed for fire extinguishing. It was found that the three-point extraction opening strategy can control the smoke better than two-point extraction opening strategy under various fire scales, especially under serious fire scenario. From the results, damper openings ranged at closer intervals were found more efficient in two-point extraction system. Besides, placing the damper openings in the longitudinal direction can improve the efficiency of smoke extraction. It also results in reduction of the quantity of prefabricated members of duct slab and the process of assembly will be simplified during the construction.     

山区乡村房屋模型洪水冲击试验研究

洪水对山区乡村房屋冲击作用的试验研究成果,可为山区乡村房屋的抗洪设计和抗洪能力评价提供依据。试验主要研究到溃口不同距离处的乡村房屋所受的洪水冲击作用。采用3种开洞率模型进行试验,研究洪水在不同距离、不同开洞率的情况下对房屋结构的冲击荷载分布、冲击力大小以及冲击弯矩的影响,得出了荷载分布规律和冲击力、冲击弯矩的变化规律。研究结果表明,迎水面冲击荷载沿水平方向的变化无明显规律,沿竖直方向随着高度的增大而逐渐减小;冲击力随着房屋到溃口距离的增大而增大,而开洞率对其影响不明显;冲击弯矩、冲击作用力随着距离的增大而增大,随着开洞率的增大而减小。     

Long‐Term Trends of Nutrients and Sediment from the Nontidal Chesapeake Watershed: An Assessment of Progress by River and Season

To assess historical loads of nitrogen (N), phosphorus (P), and suspended sediment (SS) from the nontidal Chesapeake Bay watershed (NTCBW), we analyzed decadal seasonal trends of flow‐normalized loads at the fall‐line of nine major rivers that account for >90% of NTCBW flow. Evaluations of loads by season revealed N, P, and SS load magnitudes have been highest in January‐March and lowest in July‐September, but the temporal trends have followed similar decadal‐scale patterns in all seasons, with notable exceptions. Generally, total N (TN) load has dropped since the late 1980s, but particulate nutrients and SS have risen since the mid‐1990s. The majority of these rises were from Susquehanna River and relate to diminished net trapping at the Conowingo Reservoir. Substantial rises in SS were also observed, however, in other rivers. Moreover, the summed rise in particulate P load from other rivers is of similar magnitude as from Susquehanna. Dissolved nutrient loads have dropped in the upland (Piedmont and above) rivers, but risen in two small rivers in the Coastal Plain affected by lagged groundwater input. In addition, analysis of fractional contributions revealed consistent N trends across the upland watersheds. Finally, total N:total P ratios have declined in most rivers, suggesting the potential for changes in nutrient limitation. Overall, this integrated study of historical data highlights the value of maintaining long‐term monitoring at multiple watershed locations.     

考虑串孔影响的穿层水力扩孔合理冲煤量研究

在煤层增透方面,穿层水力扩孔冲出煤量主要依据经验以及遵循“能冲尽冲”的原则,致使串孔现象严重,针对这一问题,采用理论分析、数值模拟结合工程试验的方法,阐明了串孔致因机理和串孔前后扩孔孔硐内负压损失分布特征,构建了考虑吸附膨胀应力和Klinkenberg效应的扩孔孔硐附近煤体瓦斯流动流-固耦合数学模型,利用Comsol软件,模拟了不同冲煤量下扩孔孔硐附近煤体所受应力分布和煤体渗透率的变化情况。研究结果表明:随着煤体不断被冲出,孔硐有效抽采半径相对变化率呈现衰减趋势;扩孔孔硐附近最大主应力呈现先急剧减小再增大,然后降低直至原始应力大小的趋势;渗透率的变化趋势与最大主应力恰好相反;扩孔孔硐周围煤体渗透率的增加主要受煤体的径向位移所控制,孔硐周围煤体大幅径向位移会产生串孔现象,渗透率虽得到大幅度提高,但瓦斯抽采效果和安全采掘很难保证,需要厘定出水力扩孔合理冲出煤量。     

两种复合早强剂对煤矿封孔水泥早强效果影响的研究

基于矿井复杂环境对封孔水泥提出的要求,引入２-丙烯酰胺基-２-甲基丙磺酸（AMPS）并复合聚羧酸减水剂,三乙醇胺（TEA）作为有机组分,氯化钠（氯化钙）为无机组分,模拟井下高湿环境,通过正交试验,考察了两种有机无机复合早强剂的制备。并通过SEM,TG和XRD等手段着重研究了两种复合早强剂水化3d对封孔水泥抗压强度的影响。结果表明,当氯化钠复合早强剂组分为氯化钠3%,三乙醇胺0.05%,聚羧酸0.3%,AMPS1%时;氯化钙复合早强剂组分为氯化钙1.5%,三乙醇胺0.04%,聚羧酸0.2%,AMPS1%时早强效果最好,抗压强度比基准组分别提高了328%和217%。     

泄漏孔形状对液化石油气泄漏扩散的影响

基于液化石油气的特点,建立了有限空间内部发生泄漏扩散的物理模型,模拟了液化石油气泄漏扩散的过程,通过模拟结果分析其扩散规律,并对比当泄漏孔形状分别为正方形、圆形、三角形时液化石油气扩散过程的变化以及对所形成的的爆炸危险区域的影响。监测点1（0.8,0.3,0）,点2（2.4,0.3,2.5）,点3（0,0.3,1.5）,点4（2,0.3,3）的浓度变化,找出报警器的最佳安放位置。结果表明:泄漏时间相同,丙烷的扩散范围从大到小依次为三角形孔口、圆形孔口、正方形孔口,爆炸危险区域也与泄漏孔形状有关,三角形孔口的危险区域范围最广,其次是圆形泄漏孔,正方形泄漏孔的范围最小,点1处的丙烷浓度增长幅度较大,浓度较高,可以更早达到报警浓度。     

电磁屏蔽织物孔洞区域金属纤维排列特征分析

本文介绍了电磁屏蔽织物孔洞区域金属纤维排列对屏蔽效能的影响,通过提取孔洞区域金属纤维,并与正常织物中金属纤维的排列进行对比,给出了定量表述金属纤维特征的参数,如密度、取向度和整齐度等,描述了孔洞区域金属纤维的排列特征。根据定量表述参数,结合织物样品屏蔽效能测试结果,对比金属纤维参数不同的织物样品屏蔽效能测试结果,得出孔洞区域金属纤维的密度、取向度和整齐度不同,有孔洞织物屏蔽效能也不同的结论。     

基于Phase2的不同配比充填体厚度的数值模拟研究

在充填体作用机理,稳定性分析与监测,爆破地震效应,静动态特性及损伤理论等方面的研究基础上,依托安庆铜矿高阶段大直径深孔采矿法第一步骤采场的充填现状,采用Phase2软件建立了多种数值分析模型对不同灰砂比充填体厚度的充填效果进行数值模拟研究,并进行了多方案技术经济对比分析。研究结果表明:灰砂比为1∶4,1∶8,1∶10对应充填体厚度分别为10,24,22 m时,为最优方案。该充填体厚度可为矿山采场充填配比设计、充填管理及充填质量提供技术参考。     

铁路长大隧道健康状况远程监测诊断装备系统研究

基于服役期铁路长大隧道健康状况劣化影响因素分析,结合隧道衬砌结构特点和健康状况监测实际,采用智能传感、信息融合、故障诊断技术,构建集监测、诊断、评估于一体的长大隧道健康状况远程监测诊断装备系统。研究系统的软硬件设施及其布设技术,建立长大隧道健康状况综合评估体系,给出健康诊断量化评估标准。以国内某铁路长大隧道为例,对其健康状况实施远程监测与诊断分析。结果表明,该条服役隧道健康问题的主要影响因素为隧道衬砌漏水、隧道衬砌裂缝、隧道衬砌变形、隧道衬砌剥落等病害,尤以隧道衬砌变形最为严重,健康等级为4级。