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Auto-enhanced population diversity and ranking selection-based differential evolutionary algorithm applied to the optimal design of water distribution system 基于自增强种群多样性和排序选择的差分进化算法在配水系统优化设计中的应用
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-17 DOI: 10.2166/aqua.2023.075
Kun Du, Bang Xiao, Wei Xu, Zilian Liu, Z. Song, Zhiyi Tang, Feifei Zheng
Differential evolution (DE) algorithm is considered the most powerful evolutionary algorithm (EA) for the optimal design of water distribution systems (WDSs). However, when dealing with large-scale WDS optimization, issues such as premature convergence become a concern. This paper presents an auto-enhanced population diversity and ranking selection-based differential evolutionary (AEPD-RSDE) algorithm for the optimal design of WDSs, which is the first work that incorporates an AEPD strategy to avoid the premature convergence issue and enhance the exploration ability of DE applied to WDS optimization. Besides, the proposed algorithm includes a ranking selection strategy that replaces the tournament selection operator to enhance the convergence speed. Three well-known WDSs, i.e., the New York Tunnels (NYT), the Hanoi network (HAN), and the Balerma irrigation network (BIN), were used to validate the proposed algorithm. Results indicate the proposed algorithm is able to find the current best solution with a success rate of 100% for the NYT and HAN cases and a lower average cost solution of €1.924 million for the BIN case relative to other EAs. Instead of solely focusing on ultimate performance comparison, search behavior analyses are conducted between different mutation and selection operators, offering a deep insight to guide the development of more advanced EAs.
差分进化算法(DE)被认为是最有效的配水系统优化设计进化算法。然而,在处理大规模WDS优化时,过早收敛等问题就成为一个问题。本文提出了一种基于自增强种群多样性和排名选择的差分进化(AEPD- rsde)算法用于WDS优化设计,这是首次将AEPD策略引入到WDS优化设计中,避免了种群多样性和排名选择的过早收敛问题,增强了种群多样性在WDS优化中的探索能力。此外,该算法还采用排名选择策略取代锦标赛选择算子,提高了收敛速度。三个著名的wds,即纽约隧道(NYT),河内网络(HAN)和Balerma灌溉网络(BIN),被用来验证所提出的算法。结果表明,所提出的算法能够找到当前的最佳解决方案,NYT和HAN案例的成功率为100%,并且相对于其他ea, BIN案例的平均成本较低,为192.4万欧元。不同的突变和选择操作符之间进行搜索行为分析,而不是仅仅关注最终的性能比较,为指导更高级的ea的开发提供了深入的见解。
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引用次数: 0
Air valve arrangement criteria for preventing secondary pipe bursts in long-distance gravitational water supply systems 远距离重力供水系统防止二次管爆裂的气阀布置规范
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-13 DOI: 10.2166/aqua.2023.089
Yan Wang, Jian Zhang, Tingyu Xu, Yi Liu, Tianyu Yao, Kailang Wang, Meng Zhang
Pipe burst incidents in long-distance gravitational water supply systems (LGWSSs) result in hydraulic characteristic variations and pose significant challenges. This study aims to prevent secondary pipe bursts by addressing the propagation of water hammer waves triggered by primary pipe bursts. Based on an analysis of pipe burst incidents and considering different pipe laying methods, air valve arrangement criteria are developed to mitigate the risk of secondary bursts in LGWSS pipelines. The principal results include a reasonable mathematical analysis model for understanding pipe bursts in buried pipes and the determination of air valve arrangement criteria which considers potentially dangerous pressure variations resulting from primary pipe bursts. This model aims to mitigate the adverse effects of pipe bursts and minimize the likelihood of secondary bursts. Implementing the proposed criteria has important engineering applications, thus improving the reasonable and effective placement of air valves to prevent secondary pipe bursts in LGWSSs. The conclusions derived from this study have significant engineering applications, particularly as these pertain to the optimization of the placement of air valves to enhance the resilience and reliability of LGWSSs. By implementing the proposed air valve arrangement criteria, water supply systems can minimize the potential damage caused by pipe bursts and improve overall operational efficiency.
长距离重力供水系统发生爆管事故,会导致系统水力特性的变化,给供水系统带来重大挑战。本研究旨在通过解决一次爆管引发的水锤波传播问题,防止二次爆管的发生。在分析管道爆裂事故的基础上,结合不同的管道敷设方式,制定了降低LGWSS管道二次爆裂风险的气阀布置准则。主要成果包括建立了合理的理解埋地管道爆管的数学分析模型,并确定了考虑一次爆管造成的潜在危险压力变化的气阀布置准则。该模型旨在减轻管道爆炸的不利影响,并尽量减少二次爆炸的可能性。实施拟议的准则具有重要的工程应用价值,从而改善空气阀的合理有效放置,以防止lgwss中的二次管道爆裂。本研究得出的结论具有重要的工程应用价值,特别是这些结论与优化空气阀的放置有关,以提高lgwss的弹性和可靠性。通过实施建议的空气阀布置准则,供水系统可以尽量减少因管道爆裂造成的潜在损害,并提高整体运作效率。
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引用次数: 0
A three-dimensional study of flow characteristics over different forms of stepped–labyrinth spillways in the skimming flow regime 掠流状态下不同形式阶梯迷宫溢洪道流动特性的三维研究
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-12 DOI: 10.2166/aqua.2023.030
Dana Ghaderi, H. Ebrahimnezhadian, M. Mollazadeh
To improve the performance of stepped spillways, their combination with labyrinth spillways is an interesting topic. In this study, several labyrinth configurations of stepped spillways were presented. Validation of the numerical model was done using the results of the previous physical models. After that, three configurations including: conventional stepped, trapezoidal-labyrinth, and rectangular-labyrinth were modeled using the OpenFOAM model for the skimming flow regime. For simulation, InterFOAM solver and RNG k–ε turbulence model were used. The results showed an increase of 34.7 and 21.1% in energy dissipation in the trapezoidal and rectangular stepped–labyrinth spillways compared to the conventional stepped type, for dc/h = 1.45 (the range of dc is between 8 and 14.5 cm). The flow velocity in the end step of the trapezoidal- and rectangular-labyrinth configuration is reduced by 50.5 and 31.1%, respectively. Furthermore, in the trapezoidal configuration, a 14.7% reduction in flow velocity has been achieved compared to the rectangular stepped–labyrinth configuration. The results showed that the minimum pressure on the vertical faces of the steps occurred in their upper half and the rectangular configuration has resulted in the highest amount of negative pressure. The turbulence kinetic energy, especially in trapezoidal configuration, has increased toward the downstream.
提高了溢洪道的性能,结合迷宫溢洪道是一个有趣的话题。本文提出了几种阶梯式溢洪道的迷宫形态。利用先前物理模型的结果对数值模型进行了验证。之后,三种配置包括:传统的加强,使用OpenFOAM trapezoidal-labyrinth, rectangular-labyrinth建模模型浏览流态。模拟解决InterFOAM RNG k -ε湍流模型。结果表明,当dc/h = 1.45 (dc范围为8 ~ 14.5 cm)时,梯形和矩形阶梯式迷宫溢洪道的消能比传统阶梯式溢洪道分别增加34.7%和21.1%。梯形迷宫和矩形迷宫的末端流速分别降低了50.5%和31.1%。此外,与矩形阶梯迷宫结构相比,梯形结构的流速降低了14.7%。结果表明,最小压力垂直脸的步骤发生在他们的上半部分和矩形配置导致的最高数量的负压。湍流动能,特别是在梯形构型中,向下游方向增加。
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引用次数: 0
Community perceptions, participation, and satisfaction with existing Water Resource Management Plans: a case study of a polluted water system in South Africa 社区对现有水资源管理计划的认知、参与和满意度:南非水污染系统的案例研究
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-12 DOI: 10.2166/aqua.2023.208
K. Maruapula, K. Yessoufou, Lee-Ann S Modley
The increased competition and demand between different water uses have motivated for finding new and innovative approaches towards managing water resources. The Integrated Water Resource Management (IWRM) process depends on the collaboration of all interested and affected parties (I&APs) in water resource management. The eutrophication levels of the Roodeplaat Dam (RD) have been a cause for concern since the early 1980s, in order to manage this eutrophication, an integrated approach, involving local communities in the management of water resources is necessary. Therefore, the aim of the present study was to understand the community perspectives on the function and management of the RD and its tributaries. The results of the study showed that in terms of community perceptions, highly educated people tend to qualify the quality of water as very bad and their perceptions of the potential effects of poor water quality were correlated to gender. People's satisfaction level with the current management plan was negatively correlated to employment status. Surprisingly, the communities’ involvement in the management and use of water resources in the Roodeplaat Catchment Area was correlated to their ethnicity. On the basis of these findings, a few recommendations were proposed for the effective management of the RD and its inflowing rivers.
不同用水方式之间日益激烈的竞争和需求促使人们寻找新的和创新的办法来管理水资源。水资源综合管理(IWRM)过程依赖于水资源管理中所有利益相关方和受影响方(I&APs)的合作。自1980年代初以来,Roodeplaat大坝的富营养化程度一直引起人们的关注,为了管理这种富营养化,必须采取一种综合办法,让当地社区参与水资源管理。因此,本研究的目的是了解社区对RD及其支流的功能和管理的看法。研究结果表明,在社区观念方面,受过高等教育的人往往认为水质非常差,他们对水质差的潜在影响的看法与性别有关。人们对当前管理计划的满意度与就业状况呈负相关。令人惊讶的是,这些社区参与Roodeplaat集水区水资源的管理和利用与他们的种族有关。根据这些调查结果,我们提出了一些建议,以有效管理珠江三角洲及其流入的河流。
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引用次数: 0
A review of artificial intelligence methods for predicting gravity dam seepage, challenges and way-out 重力坝渗流预测的人工智能方法综述、挑战与出路
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-07 DOI: 10.2166/aqua.2023.042
Priyanka Ashok Garsole, Shantini A. Bokil, Vijendra Kumar, Arunabh Pandey, Niraj S. Topare
Seepage is the phenomenon of water infiltrating through a gravity dam's foundation, causing erosion and weakening the dam's construction over time. If not properly managed, this can eventually lead to the dam's catastrophic failure, posing a significant danger to public safety and the environment. As a result, precise seepage prediction in gravity dams is essential for ensuring their safety and stability. This review paper looks at the use of artificial intelligence (AI) techniques for predicting seepage in gravity dams, as well as the challenges and possible solutions. The paper identifies and suggests potential solutions to the challenges connected with using AI for seepage prediction, such as data quality and model interpretability. The paper also covers future research paths, such as the creation of advanced machine learning algorithms and the improvement of data collection and processing. Overall, this review gives insight on the current state of the art in using AI to predict gravity dam seepage and recommends methods to improve the accuracy and reliability of such models.
渗漏是水渗入重力坝地基的现象,随着时间的推移,会造成侵蚀并削弱大坝的结构。如果管理不当,最终可能导致大坝的灾难性故障,对公共安全和环境构成重大威胁。因此,精确的渗流预测对保证重力坝的安全稳定至关重要。本文综述了人工智能(AI)技术在重力坝渗流预测中的应用,以及面临的挑战和可能的解决方案。本文确定并提出了与使用人工智能进行渗流预测相关的挑战的潜在解决方案,例如数据质量和模型可解释性。该论文还涵盖了未来的研究路径,例如创建先进的机器学习算法以及改进数据收集和处理。总体而言,本文综述了目前使用人工智能预测重力坝渗流的技术现状,并提出了提高此类模型准确性和可靠性的方法。
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引用次数: 0
Research on watershed water ecological management and compensation based on evolutionary game 基于进化博弈的流域水生态治理与补偿研究
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-06 DOI: 10.2166/aqua.2023.222
Yiwen Fu, Gang He, Shuhang Zhao, Huaiying Jiang
Ecological compensation is an effective way to alleviate watershed water ecological management. Considering the behavior of public participation, this paper constructs a tripartite evolutionary game model of the public, enterprises, and local governments, analyzes the evolutionary stability of the strategic choice of each participant, and discusses the influence of various factors on the strategic choice of the three parties. Combined with regional data, Matlab R2018b is used to simulate and analyze the evolution trend of each subject strategy in the Huaihe River Basin under different situations. The study found that: (1) The government's increase in rewards and punishments has significantly promoted public participation and enterprises' active governance of pollution, but increasing rewards and punishments are not conducive to local governments' own performance of regulatory responsibilities. (2) Increasing the amount of compensation and incentives is an effective way to promote public participation. (3) The sum of reputation gains, reputation losses, and rewards and punishments is greater than the difference between the additional benefits of negative governance and the cost of corporate governance, so as to ensure that enterprises actively control pollution.
生态补偿是缓解流域水生态治理的有效途径。考虑到公众参与行为,本文构建了公众、企业和地方政府三方的演化博弈模型,分析了各参与方战略选择的演化稳定性,并讨论了各种因素对三方战略选择的影响。结合区域数据,利用Matlab R2018b对淮河流域各主体策略在不同情况下的演变趋势进行模拟分析。研究发现:(1)政府加大奖惩力度显著促进了公众参与和企业对污染的主动治理,但加大奖惩力度不利于地方政府自身监管责任的履行。(2)增加薪酬和激励金额是促进公众参与的有效途径。(3)声誉收益、声誉损失和奖惩之和大于负面治理的额外收益与公司治理成本之差,从而保证企业主动治理污染。
{"title":"Research on watershed water ecological management and compensation based on evolutionary game","authors":"Yiwen Fu, Gang He, Shuhang Zhao, Huaiying Jiang","doi":"10.2166/aqua.2023.222","DOIUrl":"https://doi.org/10.2166/aqua.2023.222","url":null,"abstract":"\u0000 \u0000 Ecological compensation is an effective way to alleviate watershed water ecological management. Considering the behavior of public participation, this paper constructs a tripartite evolutionary game model of the public, enterprises, and local governments, analyzes the evolutionary stability of the strategic choice of each participant, and discusses the influence of various factors on the strategic choice of the three parties. Combined with regional data, Matlab R2018b is used to simulate and analyze the evolution trend of each subject strategy in the Huaihe River Basin under different situations. The study found that: (1) The government's increase in rewards and punishments has significantly promoted public participation and enterprises' active governance of pollution, but increasing rewards and punishments are not conducive to local governments' own performance of regulatory responsibilities. (2) Increasing the amount of compensation and incentives is an effective way to promote public participation. (3) The sum of reputation gains, reputation losses, and rewards and punishments is greater than the difference between the additional benefits of negative governance and the cost of corporate governance, so as to ensure that enterprises actively control pollution.","PeriodicalId":34693,"journal":{"name":"AQUA-Water Infrastructure Ecosystems and Society","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74988714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Environmentally sustainable zinc oxide nanoparticles for improved hazardous textile dye removal from water bodies 环境可持续的氧化锌纳米颗粒用于改善水体中有害纺织染料的去除
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-06 DOI: 10.2166/aqua.2023.023
Jaya Gangwar, Akshay Pratap Singh, Nidhin Marimuthu, Joseph Kadanthottu Sebastian
A sustainable, affordable, and cost-effective method was developed to synthesize zinc oxide nanoparticles (SB-ZnO-NPs) using leaf extracts of Strobilanthes barbatus. The synthesized SB-ZnO-NPs displayed an absorbance maximum at 359 nm with a band gap of 3.24 eV. The average diameter of the SB-ZnO-NPs, as determined by FESEM analysis, was 84.23 nm. The particles had nearly spherical morphologies. By using FTIR analysis, it was established that functional groups played a part in the formation of SB-ZnO-NPs. Reactive Yellow 86 (RY-86) and Reactive Yellow 145 (RY-145) textile dyes were degraded by SB-ZnO-NPs under the impact of UV irradiation, and the degradation rates were 87.50 and 91.11%, respectively, in 320 min. When dye solutions treated with SB-ZnO-NPs were tested for phytotoxicity, the results showed a sharp decline in the effectiveness of the inhibition compared to dye effluents. The synthesised SB-ZnO-NPs can, therefore, be employed as a substitute potential catalyst for the breakdown of textile colours both before and after release into water bodies.
研究了一种可持续、经济、高性价比的以桔黄叶提取物为原料合成氧化锌纳米颗粒(SB-ZnO-NPs)的方法。合成的SB-ZnO-NPs在359 nm处吸光度最大,带隙为3.24 eV。FESEM测定SB-ZnO-NPs的平均直径为84.23 nm。颗粒具有接近球形的形态。通过FTIR分析,确定了官能团参与了SB-ZnO-NPs的形成。在紫外照射下,SB-ZnO-NPs对活性黄86 (RY-86)和活性黄145 (RY-145)两种纺织染料的降解率分别为87.50%和91.11%,降解时间为320 min。当对经SB-ZnO-NPs处理的染料溶液进行植物毒性测试时,结果表明,与染料废水相比,抑制效果明显下降。因此,合成的SB-ZnO-NPs可以作为纺织品颜色在释放到水体之前和之后分解的替代潜在催化剂。
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引用次数: 0
Delineation of groundwater potential zones and identification of artificial recharge sites in the Kinnerasani Watershed, India, using remote sensing-GIS, AHP, and Fuzzy-AHP techniques 基于遥感gis、AHP和模糊AHP技术的印度Kinnerasani流域地下水潜力区划分和人工补给点识别
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-07-05 DOI: 10.2166/aqua.2023.052
Padala Raja Shekar, Aneesh Mathew
The sustainable management of groundwater resources is crucial for ecological diversity, human health, and economic growth. This study employs scientific concepts and advanced techniques, including the analytic hierarchy process (AHP) and Fuzzy-AHP, to identify groundwater potential zones (GWPZs). Thematic maps representing drainage density, elevation, soil, geomorphology, slope, land use and land cover, and rainfall are used to delineate the GWPZs. Both techniques are employed to assign weights to these thematic maps based on their characteristics and water potential. The study revealed that in the investigated area, 17.76 and 18.27% of the final GWPZs (AHP and Fuzzy-AHP) can be classified as having poor potential, while 72.79 and 71.07% are categorized as having moderate potential. Moreover, 9.45 and 10.69% of the final GWPZs are identified as having high potential using the AHP and Fuzzy-AHP models, respectively. Receiver operating characteristics (ROCs) analysis is employed to validate these findings, demonstrating that the Fuzzy-AHP technique achieves an accuracy of 74% in identifying GWPZs in the region. This study utilises the best method derived from both models to identify 26 suitable locations for artificial recharge sites. The reliable findings of this research offer valuable insights into decision-makers and water users in the Kinnerasani Watershed.
地下水资源的可持续管理对生态多样性、人类健康和经济增长至关重要。本研究运用科学的概念和先进的技术,包括层次分析法(AHP)和模糊层次分析法(Fuzzy-AHP),对地下水潜势区进行识别。地图的主题包括排水密度、高程、土壤、地貌、坡度、土地利用和土地覆盖,以及降雨量。这两种技术都是根据这些专题地图的特点和水势来分配权重的。研究表明,调查区最终的gwpz (AHP和Fuzzy-AHP)中,有17.76和18.27%可划分为潜力差,72.79和71.07%可划分为中等潜力。利用AHP和Fuzzy-AHP模型分别确定了9.45%和10.69%的最终gwpz具有高潜力。采用接受者工作特征(roc)分析来验证这些发现,表明模糊层次分析法在该地区识别gwpz的准确率达到74%。本研究利用两种模型得出的最佳方法确定了26个适宜的人工补给点。这项研究的可靠发现为Kinnerasani流域的决策者和用水者提供了有价值的见解。
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引用次数: 1
Numerical investigation of hydraulic jump for different stilling basins using FLOW-3D 基于FLOW-3D的不同消力池水跳数值研究
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-06-30 DOI: 10.2166/aqua.2023.290
Muhammad Waqas Zaffar, I. Hassan
Stilling basin of the Tuansa barrage is a modified form of the United States Bureau of Reclamation (USBR) Type-III basin, which includes impact baffle and friction blocks. Soon after the barrage's operation, baffle blocks were found to be uprooted. Additionally, previous studies also highlighted the issues of rectangular baffle blocks, i.e., less drag, smaller wake zone, and flow reattachment. On the contrary, the use of wedge-shaped splitter blocks is found limited downstream of diversion barrages. Therefore, this study focuses on the hydraulic effects of wedge-shaped splitter blocks on hydraulic jump (HJ) and energy dissipation using FLOW-3D and confirms its suitability downstream of the diversion barrage. The study mainly investigated the free surface profiles, roller lengths, relative energy losses, velocity profiles, and turbulent kinetic energies for three different stilling basins. The results of free surface profiles indicated that new basins stabilised the HJ and produced smaller lengths of HJ. The results also showed that as the flow increased, the roller lengths decreased in the new basins. Similarly, with an increase in the flow, the relative energy loss increased in new basins. Furthermore, within HJ, and at the basins' end, the results showed higher decay of velocity and turbulent kinetic energy in the new basins.
团沙拦河坝的止水盆地是美国垦务局(USBR) iii型盆地的改进形式,包括冲击挡板和摩擦块。拦河坝投入使用后不久,人们发现拦河坝被连根拔起。此外,以往的研究也强调了矩形挡板的问题,即阻力小,尾迹区小,流动再附着。相反,楔形分流块的使用在引水拦河坝下游被发现是有限的。因此,本研究主要利用FLOW-3D分析楔形分流块对水跃和消能的水力影响,确认其在引水拦河坝下游的适用性。研究主要考察了三种不同止水池的自由面分布、辊筒长度、相对能量损失、速度分布和湍流动能。自由面剖面结果表明,新盆地稳定了HJ,产生了更短的HJ长度。结果还表明,随着流量的增加,新流域的辊子长度减小。同样,随着流量的增加,新流域的相对能量损失也增加。此外,在HJ内和盆地末端,新盆地的速度和湍流动能衰减幅度更大。
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引用次数: 2
Comparative study of simple and modified rice husk biochar for cadmium removal: adsorption performance and possible mechanisms 简单稻壳生物炭与改性稻壳生物炭去除镉的比较研究:吸附性能及可能机理
IF 1.9 4区 环境科学与生态学 Q2 Environmental Science Pub Date : 2023-06-27 DOI: 10.2166/aqua.2023.082
K. Gautam, Neha Gupta, D. Patel, R. Singh, Anita Singh
In the present study, the simple and chemically modified forms of biochar (KMnO4 and HNO3; 0.01 M) obtained from rice husks were used to study the possible mechanism behind the process of cadmium (Cd) adsorption from the synthetic solution having Cd2+ ranged from 10 to 50 ppm. At 50 ppm, the maximum adsorption has been observed and it showed 93% removal by the KMnO4 modification and 86% by HNO3 modification, whereas simple biochar led to 82% removal only. The adsorption pattern follows the Langmuir and pseudo-second-order model. With characterization techniques, it has been confirmed that the KMnO4-modified forms of biochar showed more adsorption capacity than HNO3-modified and simple biochar. Furthermore, to check its practical applicability, the modified forms of biochar have been applied to the wastewater collected from Banaras locomotive works, Bhagwanpur, and Lohta sites of Varanasi city, UP, India. Again, the maximum adsorption of Cd2+ has been observed with KMnO4 modification (92–95%) at all the sites. This result also confirmed that KMnO4 was the best modifying agent over HNO3. Therefore, its application could be promoted in metal-contaminated water and soil to decrease the availability of toxic metals.
在本研究中,生物炭的简单和化学改性形式(KMnO4和HNO3;利用从稻壳中获得的0.01 M),研究了在Cd2+范围为10 ~ 50 ppm的合成溶液中吸附镉(Cd)的可能机理。在50ppm时,KMnO4和HNO3的最大吸附率分别为93%和86%,而简单生物炭的去除率仅为82%。吸附模式符合Langmuir和伪二阶模型。通过表征技术,证实了kmno4修饰的生物炭比hno3修饰的和简单的生物炭具有更强的吸附能力。此外,为了验证其实用性,将改性形式的生物炭应用于印度北方邦瓦拉纳西市巴格万普尔和洛塔的巴纳拉斯机车厂收集的废水。同样,KMnO4改性对Cd2+的吸附效果最大(92% - 95%)。这一结果也证实了KMnO4是HNO3的最佳改性剂。因此,可以在金属污染的水体和土壤中推广应用,以降低有毒金属的有效性。
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引用次数: 0
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