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61.
基于CMAQ与前馈神经网络的区域大气污染物浓度快速响应模型 总被引:1,自引:0,他引:1
建立大气污染可控源排放-复合污染水平的函数关系,实现给定排放情景下环境污染物浓度的实时响应,是大气污染物浓度预测与减排效果评估等的重要技术前提.本研究对污染物浓度影响因子变化空间进行拉丁超立方采样,使用CMAQ区域多尺度空气质量模型的预测值作为输入数据,通过前馈神经网络模型构建基于统计机器学习的长三角区域污染物浓度快速响应模型.结果表明经过模型结构选择与参数调整,基于前馈神经网络的快速响应模型能够快速准确还原出不同减排情景下长三角区域PM_(2.5)浓度的预测值.外部验证情景下相关系数CORR达到0.999以上,MB与ME均值达到了-0.046μg·m~(-3)和0.6162μg·m~(-3),实现了比RSM更加快速与准确的预测,不同时段与不同污染物浓度的准确预测则验证了其普适性. 相似文献
62.
介绍了以芦苇为原料的造纸厂备料车间的除尘现状,对粉尘的性质进行了分析,选择了采用三相流化床除尘技术对备料车间除尘系统进行改造。工业应用表明,该技术除尘效果令人满意。 相似文献
63.
Shijian GE Yongzhen PENG Congcong LU Shuying WANG 《Frontiers of Environmental Science & Engineering》2013,7(1):135-142
Based on the anoxic/oxic (A/O) step feed process, a modified University of Cape Town (UCT) step feed process was developed by adding an anaerobic zone and adjusting sludge return pipeline. Performance evaluation of these two types of processes was investigated by optimizing operational parameters, such as the anaerobic/anoxic/oxic volumes, internal recycle ratios, and sludge retention times, for removal of chemical oxygen demanding (COD), nitrogen, and phosphorus. Results showed high removal efficiencies of COD of (85.0±1.7)%, ammonium of (99.7±0.2)%, total nitrogen (TN) of (85.5±1.7)%, phosphorus of (95.1±3.3)%, as well as excellent sludge settleability with average sludge volume index of (83.7±9.5) L·mg-1 in the modified UCT process. Moreover, (61.5±6.0)% of influent COD was efficiently involved in denitrification or phosphorus release process. As much as 35.3% of TN was eliminated through simultaneous nitrification and denitrification process in aerobic zones. In addition, the presence of denitrifying phosphorus accumulating organisms (DNPAOs), accounting for approximately 39.2% of PAOs, was also greatly beneficial to the nitrogen and phosphorus removal. Consequently, the modified UCT step feed process was more attractive for the wastewater treatment plant, because it had extremely competitive advantages such as higher nutrient removal efficiencies, lower energy and dosages consumption, excellent settling sludge and operational assurance. 相似文献
64.
65.
Based on the developed neural-fuzzy control system for anaerobic hybrid reactor (AHR) in wastewater treatment and biogas
production, the neural network with backpropagation algorithm for prediction of the variables pH, alkalinity (Alk) and total volatile
acids (TVA) at present day time t was used as input data for the fuzzy logic to calculate the influent feed flow rate that was applied
to control and monitor the process response at di erent operations in the initial, overload influent feeding and the recovery phases. In
all three phases, this neural-fuzzy control system showed great potential to control AHR in high stability and performance and quick
response. Although in the overloading operation phase II with two fold calculating influent flow rate together with a two fold organic
loading rate (OLR), this control system had rapid response and was sensitive to the intended overload. When the influent feeding rate
was followed by the calculation of control system in the initial operation phase I and the recovery operation phase III, it was found that
the neural-fuzzy control system application was capable of controlling the AHR in a good manner with the pH close to 7, TVA/Alk <
0.4 and COD removal > 80% with biogas and methane yields at 0.45 and 0.30 m3/kg COD removed. 相似文献
66.
Kurt E. Richardson Nelson A. Cox Douglas E. Cosby Mark E. Berrang 《Journal of environmental science and health. Part. B》2018,53(2):141-144
In a recent study, the pH of commonly used Salmonella pre-enrichment media became acidic (pH 4.0 to 5.0) when feed or feed ingredients were incubated for 24 h. Acidic conditions have been reported to injure or kill Salmonella. In this study, cultures of four known feed isolates (S. montevideo, S. senftenberg, S. tennessee, and S. schwarzengrund) and four important processing plant isolates (S. typhimurium, S. enteritidis, S. infantis, and S. heidelberg) were grown on meat and bone meal and later subjected to desiccation and heat exposure to stress the microorganism. The impact of stress on the isolates ability to survive in acidic conditions ranging from pH 4.0 to 7.0 was compared to the non-stressed isolate. Cell injury was determined on xylose lysine tergitol 4 (XLT4) and cell death determined on nutrient agar (NA). When measured by cell death in non-stressed Salmonella, S. typhimurium was the most acid tolerant and S. heidelberg was the most acid sensitive whereas in stressed Salmonella, S. senftenberg was the most acid tolerant and S. tennessee was the most acid sensitive. The pH required to cause cell injury varied among isolates. With some isolates, the pH required for 50% cell death and 50% cell injury was similar. In other isolates, cell injury occurred at a more neutral pH. These findings suggest that the pH of pre-enrichment media may influence the recovery and bias the serotype of Salmonella recovered from feed during pre-enrichment. 相似文献
67.
Mona L. Jacobsen Veerle L.B. Jaspers Tomasz M. Ciesielski Bjørn M. Jenssen Mari E. Løseth Nathalie Briels 《毒物与环境化学》2017,99(5-6):938-952
Blood clinical-chemical parameters (BCCPs) are used to investigate physiological consequences attributed to exposure to anthropogenic stressors, such as exposure to Tris(1,3-dichloro-2-propyl) phosphate (TDCIPP) and Dechlorane Plus (DP), which are flame retardants (FRs), on avian health. Japanese quail (Coturnix japonica) were used as a model species to investigate individual and mixture effects of both FRs by injecting different concentrations (5, 50, or 500 ng/µL) of either of these compounds as well as a 1:1 mixture of both into fertilized eggs. To estimate post-hatching effects, 18 BCCPs were evaluated from 101 chicks at day 14. Albumin levels were found to be significantly elevated in the groups exposed to high doses of TDCIPP alone as well as a mixture of TDCIPP and DP. However, during the course of the study, the initial corn-based feed had to be substituted by a fishmeal-based feed. The 8 days consuming the new feed played a significant role on 12 of 18 BCCPs measured. Consequently, it is recommended that dietary habits need to be considered when investigating the physiological impact of contaminants using BCCPs as biomarkers in growing nestlings both in controlled in vivo and field experiments. 相似文献
68.
低聚糖或称寡糖是由2-10个单糖分子通过糖苷键连接组成的小聚合体。作为一种新型的功能性饲料添加剂,在动物体内可促进消化道有益菌的生长,抑制有害病原菌的繁殖,提高动物机体免疫力。多数试验研究表明,饲料中添加适量低聚糖,能在较大程度上替代抗生素而改善动物健康,增强抗病力,提高家禽及幼龄动物成活率,提高动物的生长增重和饲料转化率。 相似文献
69.
Mária Angelovičová Simona Kunová Jozef Čapla Peter Zajac Ondřej Bučko Marek Angelovič 《Journal of environmental science and health. Part. B》2016,51(6):374-382
The purpose of this study was an experimental investigation and a statistical evaluation of the influence of various additives in feed mixtures of broiler chickens on fatty acids content and their ratio in breast and thigh muscles. First feed additive consisted of narasin, nicarbasin and salinomycin sodium, and other five additives were of phytogenic origin. In vivo experiment was realized on the poultry experimental station with deep litter breeding system. A total of 300 one-day-old hybrid chickens Cobb 500 divided into six groups were used for the experiment. The experimental period was divided into four phases, i.e. Starter, Grower 1, Grower 2 and Final, according to the application of commercial feed mixture of soy cereal type. Additive substances used in feed mixtures were different for each group. Basic feed mixtures were equal for all groups. Fatty acid profile of breast and thigh muscles was measured by the method of FT IR Nicolet 6700. Investigated additive substances in the feed mixtures did not have statistically significant effect on fatty acid content and omega-6/omega-3 polyunsaturated fatty acid (PUFA) ratio in breast and thigh muscles. Strong statistically significant relation between omega-6 PUFAs and total PUFAs were proved by experiment. A relation between omega-3 PUFAs and total PUFAs was found only in the group with Biocitro additive. 相似文献
70.
徐州电厂超超临界1000MW机组投产后及时采用了给水加氧处理技术,介绍了1号机组给水加氧转换过程、水汽指标的变化情况。加氧处理技术实施后水汽系统含铁量显著降低,精处理混床运行周期延长,加药量减少,效果显著,提高了机组运行的经济性和安全性。 相似文献