Modeling of a sequencing batch reactor treating municipal wastewater using multi-layer perceptron and radial basis function artificial neural networks

A sequencing batch reactor was modeled using multi-layer perceptron and radial basis function artificial neural networks (MLPANN and RBFANN). Then, the effects of influent concentration (IC), filling time (FT), reaction time (RT), aeration intensity (AI), SRT and MLVSS concentration were examined on the effluent concentrations of TSS, TP, COD and NH₄⁺-N. The results showed that the optimal removal efficiencies would be obtained at FT of 1 h, RT of 6 h, aeration intensity of 0.88 m³/min and SRT of 30 days. In addition, COD and TSS removal efficiencies decreased and TP and NH₄⁺-N removal efficiencies did not change significantly with increases of influent concentration. The TSS, TP, COD and NH₄⁺-N removal efficiencies were 86%, 79%, 94% and 93%, respectively. The training procedures of all contaminants were highly collaborated for both RBFANN and MLPANN models. The results of training and testing data sets showed an almost perfect match between the experimental and the simulated effluent of TSS, TP, COD and NH₄⁺-N. The results indicated that with low experimental values of input data to train ANNs the MLPANN models compared to RBFANN models are more precise due to their higher coefficient of determination (R²) and lower root mean squared errors (RMSE) values.     

灰色协调度模型在产业用水系统分析中的应用

揭示产业用水系统的时空动态发展规律，探讨其内部的协调关系，是开展节水型社会建设规划，实现水资源可持续利用的关键。然而，目前对产业用水系统的协调性分析还缺乏较为有效的理论和方法。以往在利用协调度模型进行用水系统有序度研究时，通常采用两段叙述的线性分段函数表示，较不适用于描述产业用水系统内部要素的非线性结构。因此，针对产业用水系统的特性，利用灰关联原理建立有序度函数，以建立更适于用水系统分析的灰色协调度模型。利用该模型对上海市1997~2005年产业用水系统进行实证研究，结果显示：上海市产业用水系统基本有序，发展比较协调，其用水综合效益较大，但距离最优状态尚有潜力可挖；其中，农业用水子系统的发展较为欠缺，在未来用水规划中应予以重视。     

单级与两级序批式反应器用于牛场污水处理的比较研究

对序批式反应器 (SBR)的特点进行了简要的介绍。研究了水力停留时间和有机负荷率对单级和两级SBR用于牛场污水处理时污染物去除率和出水水质的影响 ,并对单级和两级SBR的污水处理性能进行了比较。研究结果表明 ,当用单级SBR处理 10 0 0 0mg LCODCr的污水时 ,1d水力停留时间即可获得较好的处理效果 ,但出水中仍含有一定量的氨。两级SBR可使用较短的水力停留时间而获得较高的污染物去除率和较好的出水水质 ,并可通过硝化过程实现氨的完全的去除     

小清河干流底质有毒金属形态分布

以小清河干流底质为研究对象，为了更好地了解固体颗粒物上有毒金属被浸取进入液相情况．分析了三种不同浸取剂(DTPA、EDTA、NTA)的提取液中有毒金属Pb、Cr、Cu、Zn、Cd的含量。结果表明．金属浓度因浸取剂种类及金属本身类型不同而不同。由于固体颗粒物上金属的毒性及其可流动性与其存在形态密切相关。选取连续浸取法来考察底质样品中金属形态分布情况。结果表明．底质中Pb主要以氧化物键合态和碳酸键合态存在；Cr主要以有机键合态存在；Cu以有机键合态为优势存在；Zn主要以有机键合态和氧化物键合态存在；Cd主要以可交换态存在。     

序批式反应器的水力停留时间的理论探讨

根据液龄分布函数是二元函数的观点．推导出了当进、出水流量是时间的函数时，反应器的水力停留时间的通用积分式和离散式；然后得出了序批式反应器(SBR）的水力停留时间(HRT)具体表达式，并分析了用现有方法计算其水力停留时间所产生的误差．结果表明，最大相对误差rmax仅与充水比λ有关．且呈正相关关系．取典型值λ=0．4时，rmax高达25％。     

水解酸化-序批式活性污泥法处理啤酒生产废水

根据啤酒废水的生产特点及水质特征 ,选择了水解酸化—序批式活性污染法处理工艺。该工艺运行结果表明 ,系统处理出水可以达到国家污水综合排放标准的一级标准。主要介绍了啤酒废水水质特点 ,处理工艺流程 ,主要构筑物技术参数及调试运行情况。     

一种序批式生物膜反应器及其氧传递系数测定

介绍了一种序批式生物膜反应器 ,并求出了在给定的工艺条件下的氧传递系数。结果表明 :本反应器有较强的氧传递能力 ,能满足微生物的新陈代谢和降解有机污染物的需要     

Acid resistance of methanogenic bacteria in a two-stage anaerobic process treating high concentration methanol Wastewater

In this study, the two-stage upflow anaerobic sludge blanket (UASB) system and batch experiments were employed to evaluate the performance of anaerobic digestion for the treatment of high concentration methanol wastewater. The acid resistance of granular sludge and methanogenic bacteria and their metabolizing activity were investigated. The results show that the pH of the first UASB changed from 4.9 to 5.8 and 5.5 to 6.2 for the second reactor. Apparently, these were not the advisable pH levels that common methanogenic bacteria could accept. The methanogenic bacteria of the system, viz. Methanosarcina barkeri, had some acid resistance and could still degrade methanol at pH 5.0. If the methanogenic bacteria were trained further, their acid resistance would be improved somewhat. Granular sludge of the system could protect the methanogenic bacteria within its body against the impact of the acidic environment and make them degrade methanol at pH 4.5. The performance of granular sludge was attributed to its structure, bacteria species, and the distribution of bacterium inside the granule. Translated from Acta Scientiae Circumstantiae, 2004, 24(4): 633–636 [译自: 环境科学学报]     

某电镀厂附近农田土壤中的重金属形态研究

通过连续提取法对电镀废水污染区和对照区农田土壤中的重金属元素Cu、Cr、Ni、Pb和Mn形态进行了研究.结果显示,污染区土壤中多种形态的Cu、Cr和Ni含量都显著高于对照区,尤其以它们的有机结合态差异最为显著.污染区较对照区土壤中Mn的总量虽无显著差异,但可交换态Mn的含量显著增加(分别为98.68mg/kg和40.75mg/kg).污染区与对照区土壤中的Pb的交换态、碳酸盐结合态、Fe-Mn氧化物结合态、有机结合态和残留态均无显著差异.电镀废水的污染使得农田土壤中Cu、Cr和Ni含量和生物有效性显著升高,Mn的化学形态改变,移动性和生物有效性增加.     

The research of below-cloud scavengingof rainwater in Guilin City

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