Predicting vehicle fuel consumption patterns using floating vehicle data

The status of energy consumption and air pollution in China is serious. It is important to analyze and predict the different fuel consumption of various types of vehicles under different influence factors. In order to fully describe the relationship between fuel consumption and the impact factors, massive amounts of floating vehicle data were used. The fuel consumption pattern and congestion pattern based on large samples of historical floating vehicle data were explored, drivers'' information and vehicles'' parameters from different group classification were probed, and the average velocity and average fuel consumption in the temporal dimension and spatial dimension were analyzed respectively. The fuel consumption forecasting model was established by using a Back Propagation Neural Network. Part of the sample set was used to train the forecasting model and the remaining part of the sample set was used as input to the forecasting model.     

自适应智能电磁防护材料测试方法研究

目的在强电磁场环境下研究自适应智能电磁防护材料的相变特性。方法针对自适应智能电磁防护材料相变前后电导率的变化范围大、需要强场激励状况,考虑测试系统强场生成、大动态范围、测试精度以及相应的绝缘性和较高的安全性要求,采用电容充放电原理设计强场激励测试电路,搭建绝缘环境,确保操作的安全性和测试数据的可靠性。结果利用测试系统对现有商业化电阻器进行验证试验,得到的特性曲线与理论相一致。结论测试系统能够满足自适应智能电磁防护材料相变特性试验的需求,可获取有效且可靠的测试数据。     

黑龙江及周边中强震前不同参数模型矩加速释放(AMR)现象特征分析

应用时间破裂分析方程中表征地震距释放程度的m值,选取不同空间尺度进行时空扫描研究,得到震前1年以每2个月为时间间隔的空间m值随时间变化的分布图像,运用不同参数设置计算了地震前Benioff累积应变释放特征。通过对比这些变化找出研究区内m值空间分布搜索主震破裂点扫描效果较好的参数模型,尝试性地给出了"矩释放程度空间扫描"方法应用于地震预测的经验指标。并结合与矩加速释放具有相同物理机制的加卸载响应比(Load/Unload Response Ratio)方法进行综合分析,利用这两种方法对地震进行中短期预测,达到两种方法互相检验、相互辅助的目的。考虑到本文仅对6个震例进行研究,无法给出具有统计显著性的结论,所以仍需结合其他方法进行点、线、面的综合分析。     

生物陶粒反应器的氢自养反硝化研究

利用氢自养反硝化生物陶粒反应器处理硝酸盐废水,探讨了生物陶粒反应器中氢自养反硝化生物脱氮的实现过程.考察了水力停留时间、进水硝氮负荷、进水pH值、温度、供氢量等因素对反应器脱氮效果的影响.结果表明,当水力停留时间为24 h和48 h时,反应器对硝酸氮的平均去除率分别达到94.54%和97.47%.在水力停留时间为5~16 h时,NO-3-N去除率随水力停留时间的缩短而降低;进水NO-3-N浓度较低时,NO-3-N的降解速率随其浓度的升高而增大,当NO-3-N浓度大于110mg·L-1时,氢自养反硝化反应受到抑制;中偏碱性环境较酸性或碱性环境更利于反应器对硝酸盐的去除;反应器有较宽的温度适应范围,最适温度为25~30℃;当反应器供氢不足时,脱氮效果明显降低,表明了氢自养反硝化菌对氢气利用的专一性.在整个运行阶段,出水中亚硝酸氮浓度一直保持在较低水平.     

水环境中典型纳米颗粒对菲的吸附特征

以典型三环多环芳烃菲为代表,选取11种典型纳米颗粒对水中不同浓度的菲进行吸附实验,探究水体中的纳米颗粒对菲的吸附特征.结果表明,Freundlich模型对所有样品的拟合结果最好.logKFr值显示,有机膨润土及3种炭黑对菲的吸附作用最强,且远远大于其他纳米颗粒.有机膨润土对菲的吸附表现为线性吸附(n=1.08),而3种炭黑均表现出显著的非线性特征(n＜0.5),且非线性特征随吸附能力的增强而增强,其他几种纳米颗粒均表现出非线性吸附特征(n＜0.9).水中所有的纳米颗粒在与菲作用的过程中,吸附的强弱与颗粒表面电位、粒径及比表面积均无显著相关性,即对于所有纳米颗粒来说,这几种性质并不是决定吸附作用的最主要因素,而吸附剂的化学组成及结构特性可能是引起吸附作用差异的主要原因.     

汽油在西北黄土上吸附特性的研究

通过动力学和热力学吸附实验,研究了汽油在西北地区黄土上的吸附行为,同时研究了提取的天然腐植酸对汽油在黄土上吸附行为的影响.结果表明,汽油在黄土上的吸附在6h内达到平衡.无论是否加入腐植酸,汽油在黄土上的吸附动力学过程均符合Elovich方程,其热力学吸附符合Freundlich方程.腐植酸的存在使汽油在黄土上的吸附能力减小.反应温度从25℃升高到45 C,汽油在土壤上的饱和吸附量从6.300mg·g-1减小到1.365 mg·g-1,表明汽油在黄土上的吸附属于放热反应.溶液pH和土壤粒径的增大,均不利于汽油在黄土上的吸附,溶液pH和土壤粒径越大,其在黄土上的吸附量越小.另外,在室温下对吸附了汽油的土壤样品和纯汽油挥发行为的研究表明,吸附了汽油的土壤样品的汽油挥发比纯汽油慢,其挥发率与时间成对数关系.     

聚磷污泥去除高浓度铅的影响因素研究

利用聚磷活性污泥去除废水中的铅[ρ(Pb2+)=150.0 mg·L-1],研究了反应体系内不同溶解氧状况和初始pH值对污泥除铅的效率和稳定性的影响.结果表明,厌氧条件下,pH 6时,铅的去除率随时间增长呈上升趋势,32 d后铅去除率达99.8%,其中有机物及硫化物结合态铅、残渣态分别占41.8%和52.6%,污泥中铅的稳定性良好.好氧条件下,在相对较短时间内铅的去除率随pH上升而增加,反应2 h时,pH 6、pH 4和pH 2对应的铅的去除率分别为99.9%、96.9%和30.3%;而好氧32 d后pH 6、pH 4和pH 2的污泥中残渣态铅含量分别为3 072.3、4 726.8和2 359.1 mg·kg-1,分别占污泥中总铅的41.8%、65.8%和88.8%.综合考虑除铅率和除铅后污泥稳定性,好氧且pH 4理论上是聚磷污泥除铅的最佳条件.     

Investigation of low-molecular weight organic acids and their spatiotemporal variation characteristics in Hongfeng Lake, China

The identities and concentrations of low-molecular-weight organic acids (LMWOAs) were determined by ion chromatography throughout a 20-m water column in Hongfeng Lake, China. The spatiotemporal variations of LMWOAs and their contributions to dissolved organic matter (DOM) in a research period of 24 hr were also investigated. The results demonstrated that five LMWOAs (lactic, acetic, pyruvic, sorbic, oxalic acid) were detected, and their total concentration and proportion in DOC were 6.55 μmol/L and 7.47%. Their average levels were 2.50, 0.65, 2.35, 0.96 and 0.09 μmol/L, respectively. LMWOAs were higher during daytime (10:00-18:00 on Jun 13, 2008) than nighttime (21:00-6:00 the next morning), in particular 4.99 μmol/L high in the epilimnion ( 1 m water depth), reflecting the fact that direct import from terrigenous sources and photochemical production from humic materials were dominant during LMWOAs’ origin and accumulation. The same factors caused LMWOAs to be 0.63 μmol/L in the epilimnion higher than in the hypolimnion. The rapid decrease of total organic acid (TOA) up until 18:00 mainly resulted from bio-uptake and mineralization in the hypolimnion (>1 m water depth). Pyruvic acid increased with time in the epilimnion and decreased in the hypolimnion, largely related to the two contrary processes of continuous degradation and synthesis of macromolecular organic matter during life materials’ cycle mediated by organisms. Simultaneously, plankton behavior and thermal stratification played a pivotal role in LMWOAs’ behavior in the water column, causing decreasing and increasing profiles. The distribution of LMWOAs represents an interesting resource for biogeochemical research of DOM in aquatic ecosystems.     

Cost-performance analysis of nutrient removal in a full-scale oxidation ditch process based on kinetic modeling

A full-scale oxidation ditch process for treating sewage was simulated with the ASM2d model and optimized for minimal cost with acceptable performance in terms of ammonium and phosphorus removal. A unified index was introduced by integrating operational costs (aeration energy and sludge production) with effluent violations for performance evaluation. Scenario analysis showed that,in comparison with the baseline (all of the 9 aerators activated), the strategy of activating 5 aerators could save aeration energy significantly with an ammonium violation below 10%. Sludge discharge scenario analysis showed that a sludge discharge flow of 250–300 m3/day (solid retention time (SRT), 13–15 days) was appropriate for the enhancement of phosphorus removal without excessive sludge production. The proposed optimal control strategy was: activating 5 rotating disks operated with a mode of "111100100" ( "1"represents activation and "0" represents inactivation) for aeration and sludge discharge flow of 200 m3/day (SRT, 19 days). Compared with the baseline, this strategy could achieve ammonium violation below 10% and TP violation below 30% with substantial reduction of aeration energy cost (46%) and minimal increment of sludge production (< 2%). This study provides a useful approach for the optimization of process operation and control.     

A pilot-scale study of cryolite precipitation from high fluoride-containing wastewater in a reaction-separation integrated reactor

Fluoride removal by traditional precipitation generates huge amounts of a water-rich sludge with low quality, which has no commercial or industrial value. The present study evaluated the feasibility of recovering fluoride as low water content cryolite from industrial fluoride-containing wastewater. A novel pilot-scale reaction-separation integrated reactor was designed. The results showed that the seed retention time in the reactor was prolonged to strengthen the induced crystallization process. The particle size of cryolite increased with increasing seed retention time, which decreased the water content. The recovery rate of cryolite was above 75% under an influent fluoride concentration of 3500 mg/L, a reaction temperature of 50℃, and an influent flow of 40 L/hr. The cryolite products that precipitated from the reactor were small in volume, large in particle size, low in water content, high in crystal purity, and recyclable.