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STOCHASTIC MODELING OF MONTHLY RIVER FLOWS BY SELF-ORGANIZING MAPS 基于自组织图的月度河流流量随机模拟
Q3 Social Sciences Pub Date : 2019-01-03 DOI: 10.4090/juee.2018.v12n2.219-230
José Adalberto Da Silva Filho, Camilo Allyson Simões de Farias
Extreme hydrological conditions and increasing water demands observed in semiarid Brazil have generated conflicts regarding to the best use of existing water resources. Synthetic generation models of river flows are often used as support for the definition of water system operating rules, which allow the establishment of rationing policies before water scarcity spells. This work aims at verifying the applicability of models based on self-organizing maps (SOM) for stochastic modeling of monthly river flows. The basic principle of the study consisted of using SOM models in order to define the deterministic component of river flow series and a density probability function (stochastic component) to represent the resulting residuals. During calibration of all networks, values of NASH were above 0.9989 for the applications. The results were promising, indicating that the established models are capable of producing synthetic series of inflows with excellent performance.
在半干旱的巴西,极端的水文条件和日益增长的水需求引发了关于最佳利用现有水资源的冲突。河流流量的合成生成模型通常被用来支持水系统运行规则的定义,该规则允许在缺水期之前制定配给政策。本工作旨在验证基于自组织映射(SOM)的模型在月度河流流量随机建模中的适用性。该研究的基本原理包括使用SOM模型来定义河流流量序列的确定性分量,以及使用密度概率函数(随机分量)来表示由此产生的残差。在所有网络的校准过程中,应用程序的NASH值均高于0.9989。结果是有希望的,表明所建立的模型能够产生具有优异性能的合成系列流入。
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引用次数: 0
PREDICTION OF PERFORMANCE FOR SAVONIUS-DARRIEUS WIND ROTOR BY HYBRID NEURO-FUZZY CONTROLLER 基于混合神经模糊控制器的萨福尼-达瑞风转子性能预测
Q3 Social Sciences Pub Date : 2019-01-01 DOI: 10.4090/juee.2018.v12n1.93-101
A. Biswas, Rajat Gupta
Vertical Axis Wind Turbine (VAWT) is a viable proposition for small-scale uses like, rural electrification, pumping, desalinating, household applications etc in many developing countries including India. In this paper, a hybrid neuro-fuzzy controller has been developed using gradient-based training algorithm to evaluate the performance of a combined three-bladed Savonius-Darrieus rotor. The objective of the study is to design a controller that causes more uniform loading on the generator by minimizing fluctuations in output parameters with change of input and also that improves rotor performance. A two-input-single-output controller has been designed. The tip speed ratio and overlap have been taken as input parameters, and output parameters are power coefficients and torque coefficients. At the first step, the input data are fuzzified by assigning fuzzy levels to the input data sets, and then trained outputs are obtained by back propagation learning algorithm. The controller results are in good agreement with the experimental results both qualitatively and quantitatively. For power coefficient (Cp), the agreement is within 4.5%, and for torque coefficient (Ct) it is within 2%. Moreover, the performance of the hybrid neuro-fuzzy controller has also been compared with Fuzzy Logic Controller (FLC) & ANN controller. The present controller predicts smoother values of performance parameters compared with other controllers.
在包括印度在内的许多发展中国家,垂直轴风力涡轮机(VAWT)是一个可行的小规模应用方案,如农村电气化、抽水、脱盐、家庭应用等。本文利用基于梯度的训练算法开发了一种混合神经模糊控制器,用于评估三叶Savonius-Darieus组合转子的性能。本研究的目的是设计一种控制器,通过最小化输出参数随输入变化的波动,使发电机上的负载更加均匀,并提高转子性能。设计了一种双输入单输出控制器。叶尖速比和重叠被作为输入参数,输出参数是功率系数和转矩系数。在第一步中,通过给输入数据集分配模糊级别来对输入数据进行模糊化,然后通过反向传播学习算法获得训练后的输出。控制器的结果与实验结果在定性和定量上都有很好的一致性。对于功率系数(Cp),一致性在4.5%以内,而对于扭矩系数(Ct),则在2%以内。此外,还将混合神经模糊控制器的性能与模糊逻辑控制器(FLC)和人工神经网络控制器进行了比较。与其他控制器相比,本控制器预测性能参数的值更平滑。
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引用次数: 0
REUSE OF LEATHER WASTE: COLLAGEN HYDROLYZATE FOR THE TREATMENT OF TANNERIES EFFLUENTS 皮革废弃物的再利用:胶原蛋白水解液处理制革废水
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/JUEE.2018.V12N2.287292
S. Boeykens
The tannery industry is an important economic activity in Argentina. Due to the characteristics of their processes, tanneries generate liquid effluents in different acidity or alkalinity conditions, with high turbidity, suspended solids and color. These effluents must be treated to avoid environmental contamination. The objective of the present investigation was to study, at a laboratory scale, coagulation processes that allow the reduction of turbidity and color in tannery effluents. The work focused on the use of collagen hydrolyzate (CH) as a coagulant, obtained from the shavings that the leather process itself discards. Tests were made with pure CH, in combination with a commercial coagulant (aluminum sulfate) or a commercial flocculant (cationic quaternary polyamine), in order to compare the efficiency of the process. Effluents were generated with a generic tanning formula, which were treated by aeration followed by sedimentation. The results obtained show that the CH alone does not show sufficient effectiveness, but combined with both the aluminum sulphate and the cationic quaternary polyamine gives very good results, involving smaller amounts of these commercial additives. The fact that the CH is obtained from a residue of the industry itself and it can successfully replace other chemicals, lowers the costs of treating the liquid effluents while avoiding having to manage that solid waste.
制革业是阿根廷的一项重要经济活动。由于其工艺的特点,制革厂在不同的酸度或碱度条件下产生液体废水,具有高浊度、悬浮固体和颜色。必须对这些废水进行处理以避免环境污染。本研究的目的是在实验室规模上研究能够降低制革厂废水浊度和颜色的混凝过程。这项工作的重点是使用胶原蛋白水解物(CH)作为凝固剂,该凝固剂是从皮革加工过程本身丢弃的刨花中获得的。用纯CH与商业混凝剂(硫酸铝)或商业絮凝剂(阳离子季多胺)组合进行试验,以比较该工艺的效率。废水是用通用的制革配方产生的,通过曝气和沉淀进行处理。所获得的结果表明,单独的CH没有显示出足够的有效性,但与硫酸铝和阳离子季多胺结合产生了非常好的结果,涉及少量的这些商业添加剂。CH是从工业本身的残留物中获得的,它可以成功地取代其他化学品,这一事实降低了处理液体废水的成本,同时避免了对固体废物的管理。
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引用次数: 1
PASSENGERS’ ATTITUDES AND PREFERENCE TOWARDS METRO-BUS SERVICE IN LAHORE 拉合尔乘客对地铁公交服务的态度和偏好
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/JUEE.2015.V12N2.%P
M. A. Javid, Shree Abdullah, A. Hashmi, Muhammad Akbar, M. G. Ullah
The existence of a good quality public transport system is considered as the backbone of transportation infrastructure in densely populated cities. The people’s intentions to use a public transport system are influenced by how they perceive the service quality dimensions. Metro-bus service in Lahore was started in 2013 in order to provide state of the art public transport system to the people. To ensure its success and sustainability it is essential to make improvements in its service quality seeking the perceptions of its current users and potential users. Therefore, this study aims to assess the passenger’s attitudes towards service quality attributes of metro-bus using results of a questionnaire survey and make suggestions for its future potential. An objective oriented questionnaire was designed and conducted at selected locations and total collected samples were 328. Analysis of results revealed that users have positive attitudes with most of the service quality attributes. Reliability, friendliness and instrumental dimensions of service quality are significant in determining the passenger’s preference towards metro-bus service. Gender, vehicle ownership and characteristics of access mode are also having significant influence in this aspect. These findings would be helpful in making appropriate policies regarding improvements in service quality of metro-bus.
高质量的公共交通系统被认为是人口稠密城市交通基础设施的支柱。人们使用公共交通系统的意愿受到他们对服务质量维度的看法的影响。拉合尔的地铁巴士服务于2013年开始,旨在为人民提供最先进的公共交通系统。为了确保其成功和可持续性,必须提高其服务质量,征求当前用户和潜在用户的意见。因此,本研究旨在利用问卷调查结果评估乘客对地铁公交车服务质量属性的态度,并对其未来潜力提出建议。设计并在选定的地点进行了一项面向目标的问卷调查,收集的样本总数为328份。结果分析显示,用户对大多数服务质量属性都持积极态度。服务质量的可靠性、友好性和工具性在决定乘客对地铁巴士服务的偏好方面具有重要意义。性别、车辆所有权和进入模式的特征也在这方面产生了重大影响。这些发现将有助于制定适当的政策,以提高地铁巴士的服务质量。
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引用次数: 7
HYDRAULIC CHARACTERISTICS OF TAP VALVE WITH A FLAT CLOSURE MEMBER 带平闭件的分锥阀的水力特性
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/JUEE.2018.V12N2.231235
A. P. Svintsov, N. Konoplev
Valves with high regulating capacity can significantly reduce the loss of tap water. The hydraulic characteristics of liquid discharge through orifice in the form of a "curved drop" made in thin walls of tap valve closure member are determined by theoretical and experimental studies. The relationship of the change in water flow rate for tap valves with orifice in the form of a "curved drop" to varying pressure is established. The comparison of flow characteristics for tap valves with closure members having a different shape of through hole is made. The obtained Hydraulic coefficients allow to design the valves with a high regulating capacity. The results of the study are of interest for theoretical and practical tasks of designing and manufacturing valves for water supply. The use of closure members with a hole in the shape of a “curved drop” allows to reduce the loss of tap water of drinking quality. The study is ongoing.
具有高调节能力的阀门可以显著减少自来水的损失。通过理论和实验研究,确定了液体在丝锥阀关闭构件薄壁上以“曲滴”形式通过孔口排出的水力特性。建立了具有“弯滴”形式孔板的龙头阀流量变化与压力变化的关系。比较了具有不同通孔形状的关闭件的分锥阀的流量特性。得到的水力系数允许设计具有高调节能力的阀门。研究结果对供水阀门的设计和制造具有重要的理论意义和实际意义。使用带有“弯曲水滴”形状的孔的关闭成员可以减少自来水饮用质量的损失。这项研究仍在进行中。
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引用次数: 2
REVERBERATION TIME AS AN INDICATOR FOR NOISE MAPS 混响时间作为噪声图的指标
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/JUEE.2018.V12N2.257265
Lucas Dellosso Penteado, L. Souza, A. Christoforo
Despite being an important acoustic parameter in urban canyons, reverberation time (RT) is little used to make noise maps. This paper focuses on urban RT and urban equivalent sound pressure level (LAeq) in order to construct noise maps. Therefore, these indicators were sampled in 31 points distributed in the central region of a medium-sized Brazilian city. In addition, constructive geometric characteristics and the vehicle flow were collected. These data were used as input for a reverberation time prediction equation and then used to develop a thematic map on a GIS platform by applying the inverse distance interpolation method. Furthermore, a LAeq indicator noise map was made using the NMPB-Routes 2008 method in calculation commercial software. The results show a relationship between LAeq and the urban RT map. Moreover, the results allowed the validation of a predictive RT model able to calculate future scenario acoustics based on geometric-constructive features and vehicular flow.
尽管混响时间是城市峡谷中的一个重要声学参数,但它很少用于绘制噪声图。本文重点研究了城市RT和城市等效声压级(LAeq),以构建噪声图。因此,这些指标在分布在巴西一个中等城市中部地区的31个点中进行了抽样。此外,还收集了构造几何特征和车辆流量。这些数据被用作混响时间预测方程的输入,然后通过应用逆距离插值方法在GIS平台上开发主题地图。此外,在计算商业软件中使用NMPB Routes 2008方法制作了LAeq指标噪声图。结果显示了LAeq与城市RT地图之间的关系。此外,该结果允许验证预测RT模型,该模型能够基于几何构造特征和车辆流量计算未来场景声学。
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引用次数: 3
METHOD FOR EVALUATING PLANT COVER AND QUANTIFICATION USING PIXEL TO PIXEL CORRELATION INDICES 利用像素间相关指数评估植物覆盖和量化的方法
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/juee.2018.v12n2.245256
José Carlos de Souza, E. D. Lopes, Jocy Ana Paixão de Sousa, A. C. G. Martins, R. W. Lourenço
This study brings results on Normalized Difference Vegetation Index (NDVI), the Adjusted Vegetation Index of Soil (SAVI) and the Index of Water by Normalized Difference (NDWI) through a method that uses correlation matrices built on a pixel to pixel combination for spatial and temporal analysis of plant cover. The study was developed by using Landsat 8 images from January and August, 2015. Image processing was performed with ArcGis and Matlab building correlation matrices to evaluate variations of each index in Brazilian vegetation. Results showed decreasing values of the three indices from wet to dry period. Climatic conditions influenced on the vigor and moisture content of vegetation. The pixel to pixel correlation method is appropriated to study vegetation changes and quantify increase, decrease or maintenance of vegetation.
本研究通过使用基于像素对像素组合的相关矩阵对植物覆盖进行时空分析的方法,得出了归一化差异植被指数(NDVI)、土壤调整植被指数(SAVI)和归一化差异水分指数(NDWI)的结果。这项研究是利用2015年1月和8月的陆地卫星8号图像进行的。使用ArcGis和Matlab构建相关矩阵进行图像处理,以评估巴西植被中各指标的变化。结果表明,三项指标从丰水期到枯水期均呈下降趋势。气候条件影响植被的活力和含水量。像素间相关法适用于研究植被变化,量化植被的增加、减少或维持。
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引用次数: 1
BEHAVIOR OF CFDST COLUMNS WITH OCTAGON AND POLYGON STEEL SECTIONS 八角形和多边形型钢截面CFDST柱的性能
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/JUEE.2018.V12N2.236244
Ebrahim Farajpourbonab, Amin Rafieioskoei
Based on some findings on the two kinds of Concrete Filled Double Skin steel Tube (CFDST) members with circular or square sections, a new kind of CFDST with octagonal and polygonal section have been investigated under axial and cyclic loading. For this purpose, the outer steel wall has various steel shapes and the inner steel wall is the same as circular section and for some part of analyses, the outer tube is the same as circular section and the inner wall has various steel sections. Primarily, FEM procedure has been verified with some available experimental studies and then, seven composite columns with different section types have been analyzed. The results of analyses exhibited the increase in strength and improvement in hysteresis behavior of the proposed steel sections under cyclic loading.
基于对圆形和方形两种截面的双层钢管混凝土构件的研究结果,研究了一种在轴向和循环荷载作用下的新型八边形和多边形截面钢管混凝土构件。为此,外钢壁具有各种钢形状,内钢壁与圆形截面相同,在某些分析中,外管与圆形截面一样,内壁具有各种钢截面。首先,通过一些现有的试验研究对有限元程序进行了验证,然后对七根不同截面类型的组合柱进行了分析。分析结果表明,在循环荷载作用下,所提出的钢截面的强度有所提高,磁滞性能有所改善。
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引用次数: 1
DETERMINING OF THE SUITABLE LOCATION FOR THE DEVELOPMENT OF COASTAL TRANSIT ORIENTED DEVELOPMENT 沿海交通导向发展的适宜区位选择
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/JUEE.2018.V12N2.210218
A. Arief, A. Yudono, A. Akil, I. Ramli, Amran Rahim
Basic needs of commuters from small islands, local society and tourists from several hotels have yet to be fully fulfilled within radius 500 meters from the four ports at Fort Rotterdam, Makassar. To fulfill them, they had to travel to the main shore of Makassar city using motorized vehicle which is redundant in distance, time and cost. This research is aimed at determining suitable location for the development of coastal Transit Oriented Development (TOD). Selected location could effectively prevent redundancy of distance, time and cost of the commuters, local society and tourists. Technique analysis applied Expert System, Fortran 90 application and Spatial Analysis test based on Geographic Information System. The result showed that location at Kayu Bangkoa neighborhood was selected as the most potential location for coastal TOD development.
在鹿特丹堡四个港口方圆500米的范围内,来自小岛的通勤者、当地社会和来自几家酒店的游客的基本需求尚未得到充分满足。为了完成这些任务,他们不得不使用机动车辆前往望加锡市的主要海岸,这在距离、时间和成本上都是多余的。本研究旨在为沿海交通导向发展(TOD)的发展确定合适的位置。选择的地点可以有效地防止通勤者、当地社会和游客的距离、时间和成本的冗余。技术分析应用专家系统,Fortran 90应用和基于地理信息系统的空间分析测试。结果表明,曼谷Kayu街区被选为最具沿海TOD发展潜力的地点。
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引用次数: 0
PREPARATION OF ACTIVATED CARBON FROM MUSTARD SEED AND ITS ADSORPTION EFFICIENCY TOWARDS DYE AND ACID 芥菜籽活性炭的制备及其对染料和酸的吸附性能
Q3 Social Sciences Pub Date : 2018-12-31 DOI: 10.4090/JUEE.2018.V12N2.266276
Deepa Basrur, J. Bhat
In this work, activated carbon obtained from agro- based material, mustard seeds were used as an adsorbent for the adsorption study of crystal violet (CV) and citric acid (CA). The characterization of synthesised carbon material was performed by various techniques, such as FTIR, SEM, TGA and XRD. FTIR absorption bands of activated carbon exhibited the presence of functional groups on the surface of activated carbon and SEM images showed the impregnation of the pores on the surface of the synthesised activated carbon. Adsorption experiments were conducted to study its capacity as an adsorbent, under various conditions such as concentration, agitation time and temperature. The data acquired from concentration variation found to fit well with Freundlich isotherm. It was shown that the adsorption of dye and acid were better described by the second order kinetic model. Positive values of ΔHo indicated that the process is endothermic and negative values of ΔGo confirmed feasibility of the system. The results showed that microwave activated carbon was more effective for the removal of crystal violet.
以菜籽为原料制备的活性炭为吸附剂,对结晶紫(CV)和柠檬酸(CA)的吸附进行了研究。通过FTIR、SEM、TGA和XRD等技术对合成的碳材料进行了表征。活性炭的FTIR吸收光谱显示活性炭表面存在官能团,SEM图像显示合成的活性炭表面孔隙浸渍。通过吸附实验研究了其在不同浓度、搅拌时间和温度条件下的吸附剂性能。由浓度变化所得的数据与Freundlich等温线拟合较好。结果表明,二级动力学模型较好地描述了染料和酸的吸附。ΔHo的正值表明该过程是吸热的,ΔGo的负值证实了该系统的可行性。结果表明,微波活性炭对结晶紫的去除效果较好。
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引用次数: 1
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Journal of Urban and Environmental Engineering
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