基于视频分析的空管员违规行为识别方法*

为利用视频数据对空管员违规行为进行智能化分析,降低不安全事件发生率,提出2阶段的违规行为识别模型（AR-ResNeXt）,基于实地调研构建空管员视频数据集,利用最小化动态多实例学习损失函数和中心损失函数,获得违规行为检测的判别特征表示,结合异常回归网络和ResNeXt网络,完成对空管员违规行为的时序区间检测与动作分类。研究结果表明:AR-ResNeXt模型在自制数据集中,其帧级AUC达到82.9%,分类准确率达到87.8%,可准确识别空管员发生违规行为的时序区间并进行分类,研究结果可为保障空中交通安全奠定基础。     

TiO2/g-C3N4在泡沫陶瓷表面的负载及光催化空气净化性能增强

以市售P25(TiO_2)和g-C_3N_4为原料,以多孔氧化铝泡沫陶瓷为载体,进行了负载型光催化组件的设计与环境应用.运用浸渍提拉-热处理法制备负载P25/g-C_3N_4的泡沫陶瓷组件,对其微结构进行了表征测试,并将其应用于空气中NO的去除.结果表明,P25/g-C_3N_4在氧化铝泡沫陶瓷表面负载牢固,P25/g-C_3N_4禁带结构匹配有利于光生电荷的分离.研究了P25/g-C_3N_4比例对光催化性能的影响,当g-C_3N_4占P25的量为30%时,负载组件的光催化性能最佳,对NO的去除率达到79.6%.在5次循环反应后,负载型光催化剂表现出良好的稳定性.本研究为P25/g-C_3N_4复合光催化剂的空气净化应用提供了思路和技术基础.     

Long-term joint effect of nutrients and temperature increase on algal growth in Lake Taihu, China

To study how global warming and eutrophication affect water ecosystems, a multiplicative growth Monod model, modified by incorporating the Arrhenius equation, was applied to Lake Taihu to quantitatively study the relationships between algal biomass and both nutrients and temperature using long-term data. To qualitatively assess which factor was a limitation of the improved model, temperature variables were calculated using annual mean air temperature (AT), water temperature (WT), and their average temperature (ST), while substrate variables were calculated using annual mean total nitrogen (TN), total phosphorus (TP), and their weighted aggregate (R), respectively. The nine fitted curves showed that TN and AT were two important factors influencing algal growth; AT limited growth as algal photosynthesis is mainly carried out near the water surface; N leakage of phytoplankton and internal phosphorus load from sediment explains why TN was the best predictor of peak biomass using the Monod model. The fitted results suggest that annual mean algal biomass increased by 0.145 times when annual mean AT increased by 1.0℃. Results also showed that the more eutrophic the lake, the greater the effect AT had on algal growth. Subsequently, the long-term joint effect of annual temperature increase and eutrophication to water ecosystems can be quantitatively assessed and predicted.     

膜生物反应器中膜的最佳反冲洗周期

将解吸分为平衡解吸和完全解吸两种类型，对水环境中含油泥沙上油分子的解吸特性进行了研究，通过试验，分析了解吸平衡时的吸附等温线及平衡解吸量随清水解吸液用量变化的规律，同时也对含油泥沙发生完全解吸时的最大解吸量和极限残留量进行了研究，并得出了它们随泥沙粒径变化的规律。     

三维电极方法降解模拟废水COD机理研究

采用细胞色素C法和Ti(Ⅳ ) 5 Br PADAP法证实了三维电极降解废水COD过程中有活性物质H2 O2 及·OH自由基的存在 ;采用红外光谱对废水处理前后的有机物结构进行了研究。并对三维电极方法降解废水COD的机理进行了探讨     

介质阻挡放电等离子体分解CO_2

温室效应导致全球变暖已成为全球性的环境问题之一.采用放电等离子体法转化CO2,不仅可消纳温室气体,缓解全球变暖的巨大影响,还可制备化工原料CO和O2.充分利用了C1(含1个碳原子的化合物分子)资源,对高频同轴式介质阻挡放电等离子体分解纯CO2进行了研究.结果发现:在采用不锈钢光滑内电极,放电间隙为2.0mm,注入功率为180W,气体流量为170mL/min的条件下,CO2转化率可达18.2%,CO和O2产率分别为10.1%和4.7%;增大注入功率,减小气体流量、选择合适的放电间隙和内电极形式,均有利于提高CO2转化率,获得更多的CO和O2.     

不同通风方式对污泥堆肥的影响

采用2种通风方式和5种调理剂进行污泥堆肥,堆温均能顺利达到设定温度(60℃),并能保持一段高温期,堆肥产品的卫生学指标达到了无害化国家标准.同采用正压强制通风相比,采用自然通风与正压强制通风相结合方式,堆温上升迅速,能耗更低.但正压强制通风能加快堆料含水率的降低和有机质的降解.堆料含水率能极大地影响污泥堆肥过程,堆料的含水率不宜超过80%,在污泥堆肥过程中不必对堆料的pH值进行调整.     

Sulfur-containing amino acid methionine as the precursor of volatile organic sulfur compounds in algea-induced black bloom

After the application of methionine, a progressive and significant increase occurred in five volatile organic sulfur compounds (VOSCs): methanethiol (MeSH), dimethyl sulfide (DMS), dimethyl disulfide (DMDS), dimethyl trisulfide (DMTS) and dimethyl tetrasulfide (DMTeS). Even in the untreated control without a methionine addition, methionine and its catabolites (VOSCs, mainly DMDS) were found in considerable amounts that were high enough to account for the water’s offensive odor. However, blackening only occurred in two methionine-amended treatments. The VOSCs production was observed to precede black color development, and the reaching of a peak value for total VOSCs was often followed by water blackening. The presence of glucose stimulated the degradation of methionine while postponing the occurrence of the black color and inhibiting the production of VOSCs. In addition, DMDS was found to be the most abundant species produced after the addition of methionine alone, and DMTeS appeared to be the most important compound produced after the addition of methionine+glucose. These results suggest that methionine acted as an important precursor of the VOSCs in lakes suffering from algea-induced black bloom. The existence of glucose may change the transformation pathway of methionine into VOSCs to form larger molecular weight compounds, such as DMTS and DMTeS.     

天然气净化厂冷却塔风机驱动方式改造简论

文章介绍长庆油田第一天然气净化厂冷却塔风机驱动设备的改造情况。分析了长庆油田第一天然气净化厂冷却塔电机驱动方式存在的不足和原因,提出了改进对策和实施方案,论述了水轮机驱动方式改造工程在经济、节能降耗、环保、安全、高效等方面的优点,值得在油气田生产应用中推广。     

挥发性油藏回注气井控因素分析及措施

文章明确了挥发性油藏天然气回注井控的安全环保关键因素;量化了低渗挥发性油藏天然气回注注入能力,确定注入端各节点安全生产压力分布,攻关相关配套工艺设备,实现安全有效注入;开展室内实验和PVT相态拟合,分析注天然气后天然气和原油性质变化规律,创新非混相驱组分数值模拟参数优化方法,开展带人工压裂裂缝的组分数值模拟,精准确定压力场分布,降低计量及监测不准带来的安全隐患;明确注气井气窜影响因素,优化注采参数,抑制油井气窜,降低生产风险,实现井控安全情况下的天然气驱环保高效开发。