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Construction of community health care integration using artificial intelligence models 利用人工智能模型构建社区医疗保健一体化
Pub Date : 2024-02-23 DOI: 10.2166/aqua.2024.038
Chen Zhou, Ping Zhou, Xiaolan Xuan
The primary focus of this research is on the integration model of community health care for the elderly floating population. It combines service design theory and incorporates an integration strategy and construction approach for providing health services to the floating elderly population. A stacking optimization model is employed to summarize correlation degrees and calculate importance scores for their needs. Based on this scoring system, a community health care model is constructed that enables intelligent cooperation and human–computer interaction specifically tailored to meet the needs of the mobile elderly population. Additionally, a mobile terminal is designed based on this model. Experimental results demonstrate that our proposed model assigns high-importance scores (ranging from 4.48 to 5.00) to community health care indicators for the elderly floating population, accounting for 52.17–100% of their overall score distribution range. Secondary indicators also receive significant importance scores ranging from 4.43 to 5.00, representing between 47.83 and 100% of their full score range; while third-level indicators have importance scores ranging from 3.87 to 5.00, accounting for between 21.74 and 100% of their full score range, respectively. The Kaiser–Meyer–Olkin (KMO) value obtained in our study was found to be satisfactory at a level of 0.93 indicating good sampling adequacy.
本研究的主要重点是流动老年人口社区卫生服务一体化模式。它结合了服务设计理论,融入了为流动老年人群提供健康服务的整合策略和建设方法。采用叠加优化模型总结相关度,计算其需求的重要性分值。在此评分系统的基础上,构建了一个社区医疗保健模型,实现智能合作和人机交互,专门满足流动老年人群的需求。此外,还根据该模型设计了一款移动终端。实验结果表明,我们提出的模型为流动老年人群的社区医疗保健指标赋予了较高的重要性分值(从 4.48 到 5.00 不等),占其总体分值分布范围的 52.17%-100%。二级指标的重要度得分也在 4.43-5.00 之间,占其满分分布范围的 47.83%-100%;三级指标的重要度得分在 3.87-5.00 之间,分别占其满分分布范围的 21.74%-100%。本研究得出的 KMO(凯泽尔-迈耶-奥尔金)值为 0.93,令人满意,表明抽样充分性良好。
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引用次数: 0
The Chilean Laja Lake: multi-objective analysis of conflicting water demands and the added value of optimization strategies 智利拉哈湖:对相互冲突的水资源需求的多目标分析以及优化战略的附加值
Pub Date : 2024-02-22 DOI: 10.2166/aqua.2024.165
Zoë Erna Bovermann, Elahe Fallah-Medipour, J. Arumí, Jörg Dietrich
Water scarcity leads to conflicts over water allocation. Laja Lake in Chile is a natural lake, which was formed by a volcanic barrier. Outflow from the lake is created by seepage through the barrier and via a controllable artificial outlet, which adds reservoir characteristics to the lake. Hydroelectric power stations have been built at both outlets. Downstream, water is diverted into irrigation canals, and the Laja River forms the Laja Falls, a popular tourist attraction. The previous operating policy preferred the most upstream water user and was found to be inadequate because the lake level decreased over long term. The current reservoir operation policy was established through stakeholder negotiations. This study investigated whether optimization (using Non-Dominated Sorting Genetic Algorithm II) can further improve the operation of Laja Lake while maintaining a fair balance between stakeholder groups. The results were compared with the stakeholder agreement and the previous policy. The main difference is in the spring when Laja Lake fills up before the irrigation season starts. The optimization strategy prioritizes hydropower generation during this period, resulting in reduced storage. Ultimately, optimization proves to be a valuable tool for identifying trade-offs and exploring different scenarios in water management.
缺水导致了水资源分配方面的冲突。智利的拉哈湖是一个由火山屏障形成的天然湖泊。湖水的流出是通过屏障的渗流和一个可控的人工出口形成的,人工出口增加了湖泊的水库特征。两个出口处都建有水电站。下游的水被引入灌溉渠,拉哈河形成了著名的旅游景点拉哈瀑布。以前的运营政策偏向于最上游的用水户,但由于湖泊水位长期下降,这种政策被认为是不够的。目前的水库运行政策是通过利益相关者协商制定的。本研究调查了优化(使用非支配排序遗传算法 II)能否进一步改善拉加湖的运营,同时保持利益相关者群体之间的公平平衡。研究结果与利益相关者协议和之前的政策进行了比较。主要区别在于春季灌溉季节开始前拉贾湖会蓄满水。在此期间,优化策略优先考虑水力发电,从而减少了蓄水量。最终,优化被证明是在水资源管理中确定权衡和探索不同方案的宝贵工具。
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引用次数: 0
Role of nano-magnetized Citrus X sinensis (orange) peels for decontamination of pendimethalin from aqueous resources: a comparative study of untreated and carbonaceous orange peels with nano-magnetized peels 经纳米磁化的中华橘(橘子)果皮在净化水资源中的虫螨威方面的作用:未经处理的橘子果皮和碳质橘子果皮与经纳米磁化的橘子果皮的比较研究
Pub Date : 2024-02-20 DOI: 10.2166/aqua.2024.150
Shafaq Mubarak, Bilal Ashraf, Amina Asghar
Biosorption is a low-cost, environment friendly wastewater treatment method that involves a simple procedure for the removal of pesticides and their residues from wastewater. In the present investigation, untreated Citrus X sinensis peels (U-CXSP), activated carbon Citrus X sinensis peels (AC-CXSP) and nano-magnetized Citrus X sinensis peels (NM-CXSP) adsorbents were applied for the uptake of pendimethalin (PDM) from aqueous resources. The laboratory-prepared adsorbents were characterized using SEM, EDX, FTIR, VSM and XRD. Biosorption studies were carried out by varying different parameters, i.e., adsorbents dosage (0.1–0.5 g), time of contact (10–70 min), initial concentration of PDM (5–200 ppm), pH and temperature. The results showed that the removal efficiency of U-CXSP was increased from 97 to 114 mg/g for AC-CXSP adsorbent and increased from 97 to 111 mg/g for NM-CXSP adsorbent. Kinetics data obtained from this study well fitted with pseudo-second-order kinetic model. Adsorption isotherms were studied and the adsorption data well fitted with Langmuir and Freundlich models. Order of the adsorption efficiency is observed as follows: AC-CXSP > NM-CXSP > U-CXSP.
生物吸附是一种低成本、环境友好型废水处理方法,它采用简单的程序去除废水中的农药及其残留物。在本研究中,未经处理的中华柚果皮(U-CXSP)、活性炭中华柚果皮(AC-CXSP)和纳米磁化中华柚果皮(NM-CXSP)吸附剂被用于吸附水体中的戊唑醇(PDM)。使用 SEM、EDX、FTIR、VSM 和 XRD 对实验室制备的吸附剂进行了表征。通过改变不同的参数,即吸附剂用量(0.1-0.5 克)、接触时间(10-70 分钟)、PDM 初始浓度(5-200 ppm)、pH 值和温度,进行了生物吸附研究。结果表明,AC-CXSP 吸附剂对 U-CXSP 的去除率从 97 mg/g 提高到 114 mg/g,NM-CXSP 吸附剂则从 97 mg/g 提高到 111 mg/g。本研究获得的动力学数据与假二阶动力学模型十分吻合。对吸附等温线进行了研究,吸附数据与 Langmuir 和 Freundlich 模型十分吻合。吸附效率的顺序如下ac-cxsp > nm-cxsp > u-cxsp。
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引用次数: 0
Total ammonia aeration control (TAAC) theory – An innovative ammonia-based aeration controller 全氨曝气控制(TAAC)理论--基于氨的创新型曝气控制器
Pub Date : 2024-02-16 DOI: 10.2166/aqua.2024.209
Gregory Budzynski
Water resource recovery facilities (WRRFs) need optimized and robust solutions to ensure efficient and reliable operation for this critical environmental service. Secondary treatment aeration control is a prime example as the activated sludge treatment process consumes the largest amount of energy for WRRFs, which require oxygen to biologically remove the ammonia content through nitrification. The selected control strategy will directly impact system efficiency and ability to maintain discharge permit compliance levels. The use of an ammonia-based aeration controller has two major benefits for these systems: (1) cost savings, through minimization of energy usage, and (2) enhanced performance from a steady effluent ammonia concentration. These benefits come from an increase in the system biological kinetics. The process control improvements result in a higher rate of total nitrogen removal, via simultaneous nitrification/denitrification, through delivery of the minimum instantaneous oxygen necessary over time. The thesis contained herein is a novel controller algorithm, which leverages the relationship between primary input and output variables of this complex treatment process. The approach provides continuous output stability and a substantial reduction of the overall system costs, through decreased wear of large-budget equipment and by requiring fewer algorithm input data sources than any other possible solution.
水资源回收设施(WRRF)需要优化和强大的解决方案,以确保这一关键环境服务高效可靠地运行。二级处理曝气控制就是一个很好的例子,因为活性污泥处理过程是水资源回收设施能耗最大的环节,需要氧气通过硝化作用以生物方式去除氨含量。所选择的控制策略将直接影响系统效率和保持排放许可达标水平的能力。使用基于氨的曝气控制器对这些系统有两大好处:(1) 通过最大限度地降低能耗来节约成本;(2) 通过稳定的出水氨浓度来提高性能。这些好处来自于系统生物动力学的提高。工艺控制的改进通过同时进行硝化/反硝化,并随着时间的推移提供所需的最低瞬时氧量,提高了总氮去除率。本论文所包含的是一种新型控制器算法,它利用了这一复杂处理过程的主要输入和输出变量之间的关系。与其他可能的解决方案相比,该方法减少了大型预算设备的磨损,需要的算法输入数据源也更少,从而提供了持续稳定的输出,并大幅降低了整个系统的成本。
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引用次数: 0
On the hydraulic performance of the inclined drops: the effect of downstream macro-roughness elements 倾斜水滴的水力性能:下游宏观粗糙度要素的影响
Pub Date : 2024-02-12 DOI: 10.2166/aqua.2024.304
F. Kalateh, Ehsan Aminvash, R. Daneshfaraz
The main goal of the present study is to investigate the effects of macro-roughnesses downstream of the inclined drop through numerical models. Due to the vital importance of geometrical properties of the macro-roughnesses in the hydraulic performance and efficient energy dissipation downstream of inclined drops, two different geometries of macro-roughnesses, i.e., semi-circular and triangular geometries, have been investigated using the Flow-3D model. Numerical simulation showed that with the flow rate increase and relative critical depth, the flow energy consumption has decreased. Also, relative energy dissipation increases with the increase in height and slope angle, so that this amount of increase in energy loss compared to the smooth bed in semi-circular and triangular elements is 86.39 and 76.80%, respectively, in the inclined drop with a height of 15 cm and 86.99 and 65.78% in the drop with a height of 20 cm. The Froude number downstream on the uneven bed has been dramatically reduced, so this amount of reduction has been approximately 47 and 54% compared to the control condition. The relative depth of the downstream has also increased due to the turbulence of the flow on the uneven bed with the increase in the flow rate.
本研究的主要目的是通过数值模型研究宏观粗糙度对倾斜水滴下游的影响。由于宏观粗糙度的几何特性对斜面水滴下游的水力性能和有效消能至关重要,因此使用 Flow-3D 模型研究了两种不同几何形状的宏观粗糙度,即半圆形和三角形。数值模拟结果表明,随着流速和相对临界深度的增加,流动能量消耗有所降低。此外,相对能量耗散也随着高度和倾斜角度的增加而增加,因此与光滑床面相比,半圆形和三角形元素的能量损失增加量在高度为 15 厘米的倾斜水滴中分别为 86.39% 和 76.80%,在高度为 20 厘米的水滴中分别为 86.99% 和 65.78%。不平床面下游的弗劳德数大幅降低,与对照条件相比,降低了约 47% 和 54%。下游的相对深度也随着流速的增加而增加,这是由于不平床面的水流湍流所致。
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引用次数: 0
On the hydraulic performance of the inclined drops: the effect of downstream macro-roughness elements 倾斜水滴的水力性能:下游宏观粗糙度要素的影响
Pub Date : 2024-02-12 DOI: 10.2166/aqua.2024.304
F. Kalateh, Ehsan Aminvash, R. Daneshfaraz
The main goal of the present study is to investigate the effects of macro-roughnesses downstream of the inclined drop through numerical models. Due to the vital importance of geometrical properties of the macro-roughnesses in the hydraulic performance and efficient energy dissipation downstream of inclined drops, two different geometries of macro-roughnesses, i.e., semi-circular and triangular geometries, have been investigated using the Flow-3D model. Numerical simulation showed that with the flow rate increase and relative critical depth, the flow energy consumption has decreased. Also, relative energy dissipation increases with the increase in height and slope angle, so that this amount of increase in energy loss compared to the smooth bed in semi-circular and triangular elements is 86.39 and 76.80%, respectively, in the inclined drop with a height of 15 cm and 86.99 and 65.78% in the drop with a height of 20 cm. The Froude number downstream on the uneven bed has been dramatically reduced, so this amount of reduction has been approximately 47 and 54% compared to the control condition. The relative depth of the downstream has also increased due to the turbulence of the flow on the uneven bed with the increase in the flow rate.
本研究的主要目的是通过数值模型研究宏观粗糙度对倾斜水滴下游的影响。由于宏观粗糙度的几何特性对斜面水滴下游的水力性能和有效消能至关重要,因此使用 Flow-3D 模型研究了两种不同几何形状的宏观粗糙度,即半圆形和三角形。数值模拟结果表明,随着流速和相对临界深度的增加,流动能量消耗有所降低。此外,相对能量耗散也随着高度和倾斜角度的增加而增加,因此与光滑床面相比,半圆形和三角形元素的能量损失增加量在高度为 15 厘米的倾斜水滴中分别为 86.39% 和 76.80%,在高度为 20 厘米的水滴中分别为 86.99% 和 65.78%。不平床面下游的弗劳德数大幅降低,与对照条件相比,降低了约 47% 和 54%。下游的相对深度也随着流速的增加而增加,这是由于不平床面的水流湍流所致。
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引用次数: 0
Exploring stochastic differential equation for analyzing uncertainty in wastewater treatment plant-activated sludge modeling 探索用于分析污水处理厂活性污泥模型不确定性的随机微分方程
Pub Date : 2024-02-10 DOI: 10.2166/aqua.2024.272
Reza Shahidi Zonouz, V. Nourani, Mina Sayyah-Fard, H. Gokçekuş, Chang-Qing Ke
The management of wastewater treatment plant (WWTP) and the assessment of uncertainty in its design are crucial from an environmental engineering perspective. One of the key mechanisms in WWTP operation is activated sludge, which is related to the biological oxygen demand (BOD) parameter. In the modeling of BOD, the conventional approach utilizing ordinary differential equations (ODEs) fails to incorporate the stochastic nature of this parameter, leading to a considerable level of uncertainty in the design of WWTP. To address this issue, this study proposes a stochastic model that utilizes stochastic differential equations (SDEs) instead of ODE to simulate BOD activities of microorganisms and wastewater flow rate (Q). The SDEs and integral It̂o are solved using the Euler–Maruyama method for a period of 15 sequential days and the timespan of 2019–2020 for a WWTP in Tabriz City. SDE improves the design of WWTP facilities by identifying uncertainties and enhancing reliability. This, in turn, increases the reliability of the technical structures within the WWTP and improves the performance of its biological system. By considering the randomness of the problem, the proposed method significantly improves the results, with an enhancement of 11.47 and 10.11% for the BOD and Q models, respectively.
从环境工程的角度来看,污水处理厂(WWTP)的管理及其设计中的不确定性评估至关重要。污水处理厂运行的关键机制之一是活性污泥,它与生物需氧量(BOD)参数有关。在建立 BOD 模型时,传统的常微分方程(ODE)方法未能考虑到该参数的随机性,从而导致污水处理厂设计中存在相当程度的不确定性。为解决这一问题,本研究提出了一种随机模型,利用随机微分方程 (SDE) 代替 ODE 来模拟微生物的 BOD 活性和废水流量 (Q)。使用 Euler-Maruyama 方法求解了大不里士市一家污水处理厂 2019-2020 年期间 15 个连续日的 SDE 和积分 It̂o。SDE 通过识别不确定性和提高可靠性来改进污水处理厂设施的设计。这反过来又提高了污水处理厂技术结构的可靠性,并改善了其生物系统的性能。通过考虑问题的随机性,所提出的方法显著改善了结果,BOD 和 Q 模型分别提高了 11.47% 和 10.11%。
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引用次数: 0
Exploring stochastic differential equation for analyzing uncertainty in wastewater treatment plant-activated sludge modeling 探索用于分析污水处理厂活性污泥模型不确定性的随机微分方程
Pub Date : 2024-02-10 DOI: 10.2166/aqua.2024.272
Reza Shahidi Zonouz, V. Nourani, Mina Sayyah-Fard, H. Gokçekuş, Chang-Qing Ke
The management of wastewater treatment plant (WWTP) and the assessment of uncertainty in its design are crucial from an environmental engineering perspective. One of the key mechanisms in WWTP operation is activated sludge, which is related to the biological oxygen demand (BOD) parameter. In the modeling of BOD, the conventional approach utilizing ordinary differential equations (ODEs) fails to incorporate the stochastic nature of this parameter, leading to a considerable level of uncertainty in the design of WWTP. To address this issue, this study proposes a stochastic model that utilizes stochastic differential equations (SDEs) instead of ODE to simulate BOD activities of microorganisms and wastewater flow rate (Q). The SDEs and integral It̂o are solved using the Euler–Maruyama method for a period of 15 sequential days and the timespan of 2019–2020 for a WWTP in Tabriz City. SDE improves the design of WWTP facilities by identifying uncertainties and enhancing reliability. This, in turn, increases the reliability of the technical structures within the WWTP and improves the performance of its biological system. By considering the randomness of the problem, the proposed method significantly improves the results, with an enhancement of 11.47 and 10.11% for the BOD and Q models, respectively.
从环境工程的角度来看,污水处理厂(WWTP)的管理及其设计中的不确定性评估至关重要。污水处理厂运行的关键机制之一是活性污泥,它与生物需氧量(BOD)参数有关。在建立 BOD 模型时,传统的常微分方程(ODE)方法未能考虑到该参数的随机性,从而导致污水处理厂设计中存在相当程度的不确定性。为解决这一问题,本研究提出了一种随机模型,利用随机微分方程 (SDE) 代替 ODE 来模拟微生物的 BOD 活性和废水流量 (Q)。使用 Euler-Maruyama 方法求解了大不里士市一家污水处理厂 2019-2020 年期间 15 个连续日的 SDE 和积分 It̂o。SDE 通过识别不确定性和提高可靠性来改进污水处理厂设施的设计。这反过来又提高了污水处理厂技术结构的可靠性,并改善了其生物系统的性能。通过考虑问题的随机性,所提出的方法显著改善了结果,BOD 和 Q 模型分别提高了 11.47% 和 10.11%。
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引用次数: 0
Study on financial cost evaluation of urban water environment management and pollution prevention and control 城市水环境管理与污染防治的财务成本评估研究
Pub Date : 2024-02-09 DOI: 10.2166/aqua.2024.016
Juan Jiang
Nowadays, water pollution has become a major factor restricting social development. To address this, the government has issued a series of policy documents to control water environmental pollution and achieved certain results. However, on the whole, the prevention and control of the pollution of water environments requires a large amount of capital investment, but the corresponding results and benefits are not significant. Hence, this paper takes Shanghai, Nanjing, Hangzhou, and Hefei as examples to study the financial cost-effectiveness of the governance of urban water environments from the two dimensions of time and space. It is concluded that the cost of water environmental treatment has a negative effect on the comprehensive benefit of environmental treatment in the region in the short term and a positive effect in the long term, which indicates that water environmental pollution treatment is a work that needs to be adhered to for a long time, and long-term planning is also needed for cost input. On this basis, strategies to improve the cost efficiency of water pollution treatment are presented.
如今,水污染已成为制约社会发展的重要因素。针对这一问题,政府出台了一系列治理水环境污染的政策文件,并取得了一定的成效。但从总体上看,水环境污染防治需要投入大量资金,但相应的效果和效益并不显著。因此,本文以上海、南京、杭州、合肥为例,从时间和空间两个维度研究城市水环境治理的财务成本效益。得出结论:水环境治理成本对区域内环境治理综合效益短期内有负向影响,长期内有正向影响,说明水环境污染治理是一项需要长期坚持的工作,成本投入也需要长期规划。在此基础上,提出了提高水污染治理成本效益的策略。
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引用次数: 0
Study on financial cost evaluation of urban water environment management and pollution prevention and control 城市水环境管理与污染防治的财务成本评估研究
Pub Date : 2024-02-09 DOI: 10.2166/aqua.2024.016
Juan Jiang
Nowadays, water pollution has become a major factor restricting social development. To address this, the government has issued a series of policy documents to control water environmental pollution and achieved certain results. However, on the whole, the prevention and control of the pollution of water environments requires a large amount of capital investment, but the corresponding results and benefits are not significant. Hence, this paper takes Shanghai, Nanjing, Hangzhou, and Hefei as examples to study the financial cost-effectiveness of the governance of urban water environments from the two dimensions of time and space. It is concluded that the cost of water environmental treatment has a negative effect on the comprehensive benefit of environmental treatment in the region in the short term and a positive effect in the long term, which indicates that water environmental pollution treatment is a work that needs to be adhered to for a long time, and long-term planning is also needed for cost input. On this basis, strategies to improve the cost efficiency of water pollution treatment are presented.
如今,水污染已成为制约社会发展的重要因素。针对这一问题,政府出台了一系列治理水环境污染的政策文件,并取得了一定的成效。但从总体上看,水环境污染防治需要投入大量资金,但相应的效果和效益并不显著。因此,本文以上海、南京、杭州、合肥为例,从时间和空间两个维度研究城市水环境治理的财务成本效益。得出结论:水环境治理成本对区域内环境治理综合效益短期内有负向影响,长期内有正向影响,说明水环境污染治理是一项需要长期坚持的工作,成本投入也需要长期规划。在此基础上,提出了提高水污染治理成本效益的策略。
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引用次数: 0
期刊
AQUA — Water Infrastructure, Ecosystems and Society
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