基于SA-ELM的爆破震动速度预测

针对爆破震动速度与其影响因素之间的复杂非线性,结合模拟退火算法(SA)的全局寻优性,提出了一种新的SA-ELM算法.以矿山周边建筑物爆破震动实测数据作为训练样本,选取总药量、最大段药量、测点与爆破点距离、地面震动特性、建筑物震动特性等8个影响因素作为输入变量,建立了爆破震动速度预测的SA-ELM模型.模型训练值和预测值与实测值的均方误差(MSE)分别为0.20和3.26,平均相对误差控制在5％以内,显示出该模型具有良好的训练精度和泛化能力.对比传统ELM模型,SA-ELM模型不但提高了精度和泛化能力,而且降低了隐层节点数变化对训练结果的影响,提高了模型的稳定性.     

嘉陵江重庆磁器口段藻类生长模拟研究

藻类生长有一个适合的流速,即临界流速,在其他条件相同的情况下,处于临界流速状态的藻类生长更快.在藻类生长模型中,引人流速影响函数,数值模拟嘉陵江重庆城区磁器口河段2007年2月-7月的藻类生长情况,模拟结果与实测结果吻合较好.研究结果表明.流速在0.03-0.05 m/s比较适合研究河段的藻类生长.     

Dry deposition velocity of total suspended particles and meteorological influence in four locations in Guangzhou, China

Dry deposition velocity of total suspended particles (TSP) is an effective parameter that describes the speed of atmospheric particulate matter deposit to the natural surface. It is also an important indicator to the capacity of atmosphere self-depuration. However, the spatial and temporal variations in dry deposition velocity of TSP at different urban landscapes and the relationship between dry deposition velocity and the meteorological parameters are subject to large uncertainties. We concurrently investigated this relationship at four different landscapes of Guangzhou, from October to December of 2009. The result of the average dry deposition velocity is (1.49 ± 0.77), (1.44 ± 0.77), (1.13 ± 0.53) and (1.82 ± 0.82) cm/sec for urban commercial landscape, urban forest landscape, urban residential landscape and country landscape, respectively. This spatial variation can be explained by the difference of both particle size composition of TSP and meteorological parameters of sampling sites. Dry deposition velocity of TSP has a positive correlation with wind speed, and a negative correlation with temperature and relative humidity. Wind speed is the strongest factor that affects the magnitude of TSP dry deposition velocity, and the temperature is another considerable strong meteorological factor.We also find out that the relative humidity brings less impact, especially during the dry season. It is thus implied that the current global warming and urban heat island effect may lead to correlative changes in TSP dry deposition velocity, especially in the urban areas.     

不同出口结构旋流板分离器内流场的数值模拟

基于Fluent软件,采用雷诺应力（RSM）湍流模型对不同出口结构分离器内气相旋流流场进行了数值模拟。模拟结果表明：分离器出口角度Ф变化对流场的影响显著,出口直径H变化对流场的影响甚微;有出口装置分离器内的切向速度均有所增加,最大切向速度向轴心方向移动。     

太湖水质时空分布特征及内源释放规律研究

将太湖 2 0 0 1～ 2 0 0 2年的水质监测数据与空间数据相结合 ,采用基于因子分析的主成分分析方法将太湖的水质参数概括为 5个主成分 ,提取并反证了湖泊水质各个主成分的科学内涵 ,分别为 :水体营养指数 (F1)、富营养化指数 (F2 )、水体溶解氧指数 (F3 )、水体色度指数 (F4)和水体酸碱指数 (F5 ) ;研究了各主成分的空间分布特征和随时间的变化规律 .在室内环形水槽内模拟了水动力条件下太湖底泥的起动规律 ,得到了太湖底泥在 3种不同起动标准 (个别动、少量动、普遍动 )下的起动流速 ,并利用泥沙起动的理论模型给予了验证 ,最后得出太湖底泥在 3种不同起动标准下的起动流速分别为 :3 7.9cm·s- 1 ,46 7cm·s- 1 ,5 9 8cm·s- 1 .通过考察上覆水中TN、TP浓度的变化 ,建立了底泥中TN、TP释放率与水体流速的定量化关系 .并将太湖水量水质的同步监测资料应用在数学模型中 ,解决了以往模型中底泥释放率取为常数的不足 ,取得了较好的效果     

三峡库区大气活性氮组成及干沉降通量

为了解三峡库区腹地大气中活性氮的组成及干沉降通量,于2015年每个季节选取代表性月份在万州城区采集了气体和颗粒物样品.利用离子色谱法测定氮素浓度,同时结合大叶阻力模型模拟计算的干沉降速率值,估算了不同形态氮素的干沉降通量.结果表明,HNO₃的干沉降速率值最大,年均值为0.39cm/s,约为其它氮素的3~8倍.NO₂和NH₃是大气活性氮的主要赋存形态,年均浓度值分别为（11.7±3.9）和（11.0±5.3）μg N/m³,两者之和约占总无机氮浓度的80%.万州城区总无机氮干沉降总量为8.5kg N/（hm²·a）,其中氧化态氮（NO₂、HNO₃、颗粒态NO₃^-）和还原态氮（NH₃、颗粒态NH₄⁺）干沉降通量分别为3.5,5.0kg N/（hm²·a）,占干沉降总量的41.4%和58.6%.因此,为有效控制三峡库区腹地的氮素污染,应重点关注NH₃的减排.     

藻类生长的水动力学因素影响与数值仿真

为了定量研究水动力条件对藻类生长影响,选择微囊藻进行了室内扰动实验.通过维持光照、温度、营养盐等生境因子的一致性,调整振荡器转速,研究了不同扰动强度对藻类生长规律的影响;提出了"水动力影响参数a"对藻类生长公式进行了修正,以内江为例建立了二维非稳态藻类生长模型.对不同方案下内江藻类暴发特征进行了预测分析.结果表明,水动力条件对藻类生长影响明显,低流速有利于藻类生长,而在静止与高流速条件下,藻类生长受到抑制;内江引航道节制闸关闭后,流速减缓,藻类易于暴发,可能发生水华的水域面积约2.5 km2,占总面积的36.8%;完全静止状态以及节制闸开启后内江水动力条件改善条件下,藻类暴发程度有所减小,可能发生水华面积分别为0.78 km2和0.18 km2.     

中空纤维膜脱气工艺处理给水的试验研究

研究了中空纤维膜脱气工艺,测定了在不同的液相流速、流量下,膜的氧传质系数、脱氧脱二氧化碳的效率变化以及膜管的放置方式对脱气效率的影响。     

The explosion of non-nano iron dust suspension in the 20-l spherical bomb

The understanding of dust explosion is still incomplete because of the lack of reliable data and accurate models accounting for all the physic-chemical aspects. Besides, most of the experimental data available in the current literature has been accumulated on the 20-l spherical bomb tests, which gives coarse results for the pressure history that cannot be easily converted into fundamental combustion parameters. Nevertheless, the large amount of experimental data available in the spherical bomb is attractive. In this work, the explosion of non-nano iron dust in the standard spherical vessel is analyzed, aiming at evaluating the burning velocity from the theoretical point of view and the simple experiments performed by the standard explosion tests. The choice of iron is of relevance because its adiabatic flame temperature is below the boiling temperature of both the reactants and oxidized gaseous, liquid, or solid (intermediate and final) products and for the negligible particle porosity, which instead is typical of organic dust. Therefore, a non-nano iron dust explosion can be reconducted to a reduced mechanism since heterogeneous (surface) combustion may be determinant, and the diffusion mechanism for oxygen is the only relevant. The laminar burning velocity is strongly dependant on the particle diameter, whereas little effects are due to the dust concentration. The reported final value was found in agreement with typical limiting laminar burning velocity, adopted for the estimation of flammability limits.