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Sustainable bio-energy generation via the conversion of spent wash using dual chamber microbial fuel cell 利用双室微生物燃料电池转化废水,实现可持续生物能源生产
Pub Date : 2024-04-03 DOI: 10.1007/s42768-024-00189-z

Abstract

Microbial fuel cells (MFCs) are innovative devices that combine microbial processes with electrochemical reactions to convert organic matter in wastewater into electricity while simultaneously treating the wastewater. One such application is the treatment of spent wash, a highly polluting effluent generated from the distillery industry after crude mesh is separated into ethanol and spent wash. Spent wash, also known as distillery effluent or stillage, is a highly challenging wastewater treatment method due to its high chemical oxygen demand (COD), biological oxygen demand (BOD), and total dissolved solids (TDS). These characteristics make it a complex and polluting industrial effluent that requires specialized treatment processes to reduce its environmental impact effectively. However, MFCs have shown promise in treating spent wash, as they can utilize the organic matter in wastewater as a fuel source for microbial growth as well as for electricity generation. For the treatment of spent wash, Saccharomyces cerevisiae sp. was used as a biocatalyst along with 340 mol/L potassium ferricyanide in the cathode chamber and 170 mol/L methylene blue in the anode as a mediator. All tests were conducted by balancing a one-liter volume for power production from spent wash in MFC with the optimal conditions of 10% agarose, pH 8.5, 300 mL/min of aeration in the cathode chamber, and 40% (in weight) substrate concentration. At an ideal concentration, the maximum current and power density are roughly 53.41 mA/m2 and 72.22 mW/m2, respectively. For each litre of processed spent wash, a maximum voltage of 850 mV (4.5 mA) was obtained. Amazingly, 91% of COD and BOD were removed from the effluent MFC. These findings show that MFCs are capable of producing electricity and efficiently removing COD from wasted wash at the same time.

Graphical abstract

摘要 微生物燃料电池(MFC)是一种创新装置,它将微生物过程与电化学反应相结合,将废水中的有机物转化为电能,同时对废水进行处理。其中一种应用是处理废洗涤液,这是蒸馏工业将粗网分离成乙醇和废洗涤液后产生的一种高污染废水。废水又称蒸馏废水或蒸馏残渣,由于其化学需氧量(COD)、生物需氧量(BOD)和总溶解固体(TDS)较高,因此是一种极具挑战性的废水处理方法。这些特点使其成为一种复杂的污染性工业废水,需要专门的处理工艺才能有效减少其对环境的影响。然而,MFCs 在处理废水方面已显示出前景,因为它们可以利用废水中的有机物作为微生物生长和发电的燃料来源。在处理废水时,使用酿酒酵母菌作为生物催化剂,同时在阴极室中使用 340 摩尔/升的铁氰化钾,在阳极中使用 170 摩尔/升的亚甲基蓝作为介质。所有测试都是通过平衡 MFC 中一升废水的发电量来进行的,最佳条件为 10%琼脂糖、pH 值 8.5、阴极室通气速度 300 毫升/分钟、底物浓度 40%(重量)。在理想浓度下,最大电流和功率密度分别约为 53.41 mA/m2 和 72.22 mW/m2。每处理一升废水,可获得 850 mV(4.5 mA)的最大电压。令人惊讶的是,MFC 能去除污水中 91% 的 COD 和 BOD。这些研究结果表明,MFC 能够在发电的同时有效去除废水中的 COD。 图表摘要
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引用次数: 0
Co-production of biochar and carbon nanotube from sewage sludge in a two-stage process coupling pyrolysis and catalytic chemical vapor deposition 通过热解和催化化学气相沉积两阶段工艺从污水污泥中联合生产生物炭和碳纳米管
Pub Date : 2024-03-26 DOI: 10.1007/s42768-024-00194-2
Mohd Syazwan Mohd Ghazali, Mohd Saufi Md Zaini, Muhammad Arshad, Syed Shatir A. Syed-Hassan

This study explores the potential of valorizing sewage sludge as a carbon source for the co-production of biochar and carbon nanomaterial via a two-stage thermal-catalytic process. In the first stage, sewage sludge underwent slow pyrolysis, resulting in a biochar yield of 66% (in weight) at 550 °C. The resulting pyrolysis vapor was then introduced into a second reactor, where catalytic chemical vapor deposition (CCVD) took place in the presence of a cobalt catalyst, leading to the production of carbon nanotubes (CNTs). It was found that CNTs with an inner diameter of ~ 3.2 nm and an outer diameter of 20–40 nm can be formed in the second stage reactor at temperatures between 650 °C and 950 °C with a maximum yield of 30% (in weight) under the employed experimental conditions. The obtained CNTs displayed a multiwall structure, exhibited a lack of crystallinity, and demonstrated a high level of disorder. The research findings also indicate that temperature exerts a significant influence on both the yield and properties of the CNTs synthesized.

Graphical abstract

本研究探讨了通过两阶段热催化工艺将污水污泥作为碳源用于联合生产生物炭和碳纳米材料的潜力。在第一阶段,污水污泥经过缓慢热解,在 550 °C 的温度下产生了 66% 的生物炭(按重量计)。然后将热解产生的蒸汽引入第二个反应器,在钴催化剂的作用下进行催化化学气相沉积(CCVD),从而产生碳纳米管(CNTs)。研究发现,在采用的实验条件下,第二阶段反应器的温度介于 650 ℃ 和 950 ℃ 之间,可形成内径约为 3.2 nm、外径为 20-40 nm 的碳纳米管,最大产率为 30%(按重量计)。所获得的 CNT 具有多壁结构,缺乏结晶性,并表现出高度的无序性。研究结果还表明,温度对合成的碳纳米管的产率和性能都有显著影响。
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引用次数: 0
Influence of ion size on the charge storage mechanism of MXenes: a combination of experimental and computational study 离子尺寸对二甲苯电荷储存机制的影响:实验与计算相结合的研究
Pub Date : 2024-03-18 DOI: 10.1007/s42768-023-00188-6

Abstract

MXene nanomaterials have attracted great interest as the electrode of supercapacitors. However, its energy storage mechanisms in organic electrolytes are still unclear. This work investigated the size effect of cations (i.e., Li+, Na+, K+, and EMIM+) on the capacitive behaviors of MXene-based supercapacitors. The experimental results demonstrate that the specific capacitance increases obviously with decreasing cation size (i.e., from 43 F g−1 (EMIM+) to 129 F g−1 (Li+) at 2 mV s−1). Density-functional theory calculation reveals a correlation between cation size and ion–electrode surface interaction, supporting experimental observations of the capacitive-dominant behavior. Molecular dynamics simulations reveal that the ionic solvation structure and desolvation degree of intercalated cations as a function of solvation size, providing dynamic insights into the experimentally observed specific capacitance trends. Our comprehensive experimental and computational study provides valuable insights into the intricate solvation effects governing the charge storage mechanisms. This finding of ion dynamics, solvation structure, and desolvation may contribute to guide the design and optimization of appropriate ions/electrolytes combinations for MXene-based supercapacitors.

Graphical abstract

摘要 MXene 纳米材料作为超级电容器的电极引起了人们的极大兴趣。然而,其在有机电解质中的储能机理尚不清楚。本研究探讨了阳离子(即 Li+、Na+、K+ 和 EMIM+)的大小对 MXene 超级电容器电容行为的影响。实验结果表明,比电容随着阳离子尺寸的减小而明显增加(即在 2 mV s-1 时,从 43 F g-1(EMIM+)增加到 129 F g-1(Li+))。密度泛函理论计算揭示了阳离子大小与离子-电极表面相互作用之间的相关性,支持了电容主导行为的实验观察结果。分子动力学模拟揭示了离子溶解结构和插层阳离子的解溶解度是溶解大小的函数,为实验观察到的比电容趋势提供了动态见解。我们的综合实验和计算研究为了解电荷存储机制中错综复杂的溶解效应提供了宝贵的见解。有关离子动力学、溶胶结构和解溶胶的这一发现可能有助于指导设计和优化基于 MXene 的超级电容器的适当离子/电解质组合。 图表摘要
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引用次数: 0
Synthesis and characterization of nanocarbon from waste batteries via an eco-friendly method 用环保方法从废电池中合成纳米碳并确定其特性
Pub Date : 2024-03-14 DOI: 10.1007/s42768-023-00180-0
Maraim Kh. Uoda, Hussein Q. Hussein, Rana R. Jalil

The widespread use of disposable batteries to power common electronic devices is a major source of e-waste. There are growing environmental and health concerns due to the expansion of e-waste around the world. Hence, developing a reliable system for recycling old batteries has reached the top of the recycling priority list. The current study presents a novel approach to synthesis carbon nanoparticles (CNPs) from spent batteries via an eco-friendly method that offers economical, environment-friendly, and nontoxic approaches in comparison to conventional chemical methods. The synthesized nanoparticles were characterized by field emission scanning electron microscopy (FE-SEM), energy-dispersive X-ray (EDX), powder X-ray diffractometry (XRD), UV–VIS absorption analysis (UV), Fourier transform infrared spectroscopy (FT-IR), Atomic force microscope (AFM), and thermo-gravimetric analysis (TGA). The average diameter of the synthesized particles was 40.16 nm, and the particles tended to be aspherical in shape. EDX analysis also predicted the presence of pure carbon, with some contamination arrived at 15% (in weight). This is a novel study in which nanocarbons were synthesized in a brine (7600×10−6) from a target (CNPs>75 nm), which paves the way for future use of CNPs derived from spent batteries and helps the environment by decreasing the amount of electronic waste dumped in landfills.

Graphical abstract

广泛使用一次性电池为普通电子设备供电是电子垃圾的一个主要来源。由于电子垃圾在全球范围内的不断扩大,人们对环境和健康的担忧与日俱增。因此,开发一种可靠的旧电池回收系统已成为回收的首要任务。本研究提出了一种从废旧电池中合成碳纳米粒子(CNPs)的新方法,与传统化学方法相比,该方法具有经济、环保和无毒的特点。合成的纳米颗粒通过场发射扫描电子显微镜(FE-SEM)、能量色散 X 射线(EDX)、粉末 X 射线衍射仪(XRD)、紫外可见吸收分析(UV)、傅立叶变换红外光谱(FT-IR)、原子力显微镜(AFM)和热重分析(TGA)进行了表征。合成颗粒的平均直径为 40.16 nm,颗粒形状趋于非球面。EDX 分析还预测了纯碳的存在,部分污染达到 15%(重量百分比)。这是一项在盐水(7600×10-6)中从目标物(CNPs>75 nm)合成纳米碳的新颖研究,它为将来使用从废电池中提取的 CNPs 铺平了道路,并通过减少倾倒在垃圾填埋场的电子废物数量来保护环境。
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引用次数: 0
Determination of characteristics for mechanically separated organic fraction of MSW at a full-scale anaerobic digestion plant 确定全规模厌氧消化工厂机械分离的城市固体废物有机部分的特征
Pub Date : 2024-03-07 DOI: 10.1007/s42768-023-00183-x

Abstract

Anaerobic digestion (AD) as a waste management method has the potential to reduce greenhouse gas emissions while producing renewable energy, making it a viable option for managing the organic fraction of municipal solid waste (OFMSW). OFMSW characteristics can vary depending on factors such as waste source, composition and separation units. The characteristics of OFMSW are critical for analyzing and monitoring the AD process to optimize biogas production. In this study, the waste composition and physicochemical characteristics of the mechanically separated OFMSW (ms-OFMSW) were determined at a full-scale AD plant in Türkiye. The ms-OFMSW samples were collected monthly after mechanical separation and were subsequently sent to the anaerobic digester. The composition and physicochemical characteristics of the samples were determined by manual sorting. The results showed that the majority of the ms-OFMSW (76.45%±1.71%) was organic, while 8.99%±1.56% was recyclable and 14.56%±1.69% was non-recyclable. Loss of environmental benefits for the recyclable materials was determined using a free online tool provided by Environmental Protection Agency. Metals (399.7 GJ) and plastics (403.7 GJ) both saved nearly the same amount of energy while metals saved the most water (421.8 m3), with the greatest positive impact. Greenhouse benefits ranged from 3 tons to 40 tons of carbon dioxide equivalent for each waste stream. These findings suggest that efficient pre-separation units can improve the anaerobic digestibility of OFMSW, while also providing greater environmental benefits by preventing recyclable waste from the anaerobic digester. In addition to encouraging source separation applications, this study demonstrates the need for improved technologies to separate OFMSW from mixed MSW.

Graphical abstract

摘要 作为一种废物管理方法,厌氧消化(AD)具有减少温室气体排放的潜力,同时还能产生可再生能源,因此是管理城市固体废物(OFMSW)中有机部分的可行选择。城市固体废物的特性会因废物来源、成分和分离装置等因素而有所不同。OFMSW 的特性对于分析和监控厌氧消化(AD)过程以优化沼气生产至关重要。本研究在土耳其的一家全规模厌氧消化(AD)工厂测定了机械分离的 OFMSW(ms-OFMSW)的废物成分和理化特性。机械分离后的超微细废水样本每月收集一次,随后送入厌氧消化器。样品的成分和理化特性是通过人工分类确定的。结果表明,大部分(76.45%±1.71%)的微量超微细有机物为有机物,8.99%±1.56%为可回收物,14.56%±1.69%为不可回收物。可回收材料的环境效益损失是通过环境保护局提供的免费在线工具确定的。金属(399.7 千兆焦耳)和塑料(403.7 千兆焦耳)节约的能源几乎相同,而金属节约的水量最多(421.8 立方米),产生的积极影响最大。每种废物流的温室效应从 3 吨到 40 吨二氧化碳当量不等。这些研究结果表明,高效的预分离装置可以提高 OFMSW 的厌氧消化率,同时还可以防止可回收废物进入厌氧消化器,从而带来更大的环境效益。除了鼓励源头分离应用外,这项研究还表明,需要改进技术,将 OFMSW 从混合 MSW 中分离出来。 图表摘要
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引用次数: 0
A review on the chemical speciation and influencing factors of heavy metals in Municipal Solid Waste landfill humus 城市固体废弃物填埋场腐殖土中重金属的化学式及影响因素综述
Pub Date : 2024-02-26 DOI: 10.1007/s42768-023-00186-8
Qiongyu Sun, Bo Sun, Defeng Wang, Yuyuan Pu, Mingxiu Zhan, Xu Xu, Jinqing Wang, Wentao Jiao

Heavy metal pollution in landfill humus can cause serious environmental problems and may endanger soil ecosystems and human health. The biological toxicity of heavy metals is not only related to their total amount but also influenced to a greater extent by the distribution of their chemical speciation. Exploring the different chemical speciation and proportions of heavy metals can provide a more comprehensive and accurate understanding of the pollution characteristics and biological toxicity of heavy metals in landfill soil. Based on a review of the relevant literature, this paper systematically summarizes the recent research status of typical heavy metal chemical speciation in landfill humus. This chemical speciation is diverse and complex. For instance, heavy metals in residual states and organically bound states have little impact on organisms, while heavy metals in exchangeable states and Fe–Mn oxide states can easily migrate and transform. The chemical speciation of heavy metals is affected by many factors, among which the soil pH and organic matter content are some of the most important factors. Finally, the existing gaps in the current research on the chemical speciation of heavy metals in landfills are described and future research directions are proposed. This work provides a theoretical reference for researching the restoration of heavy metal-contaminated humus soil and the resource utilization of humus soil.

Graphical abstract

垃圾填埋场腐殖土中的重金属污染会造成严重的环境问题,并可能危及土壤生态系统和人类健康。重金属的生物毒性不仅与其总量有关,在更大程度上还受其化学成分分布的影响。探究重金属的不同化学成分和比例,可以更全面、准确地了解垃圾填埋场土壤中重金属的污染特征和生物毒性。本文在综述相关文献的基础上,系统总结了近年来垃圾填埋场腐殖土中典型重金属化学标型的研究现状。这种化学式是多样而复杂的。例如,残留态和有机结合态的重金属对生物的影响很小,而可交换态和铁锰氧化物态的重金属则很容易迁移和转化。重金属的化学式受多种因素影响,其中土壤 pH 值和有机物含量是最重要的因素。最后,介绍了目前在垃圾填埋场重金属化学标示研究方面存在的不足,并提出了未来的研究方向。这项工作为研究重金属污染腐殖土的修复和腐殖土的资源化利用提供了理论参考。 图文摘要
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引用次数: 0
Mechanistic investigation on the Hg0 elimination ability of MnOx–CeOx nanorod adsorbents: effects of Mn/Ce molar ratio MnOx-CeOx 纳米棒吸附剂消除 Hg0 能力的机理研究:Mn/Ce 摩尔比的影响
Pub Date : 2024-01-22 DOI: 10.1007/s42768-023-00181-z
Shujie Gao, Xiaoxiang Wang, Yaolin Wang, Kai Zhu, Changxing Hu, Dong Ye

Mercury pollution is created by coal combustion processes in multi-component systems. Adsorbent injection was identified as a potential strategy for capturing Hg0 from waste gases, with adsorbents serving as the primary component. The hydrothermal approach was used to synthesize a series of MnOx–CeOx nanorod adsorbents with varying Mn/Ce molar ratios to maximize the Hg0 capture capabilities. Virgin CeOx had weak Hg0 elimination activity; <8% Hg0 removal efficiency was obtained from 150 °C to 250 °C. With the addition of MnOx, the amount of surface acid sites and the relative concentration of Mn4+ increased. This ensured the sufficient adsorption and oxidation of Hg0 while overcoming the limitations of restricted adsorbate-adsorbent interactions caused by the lower surface area, endowing MnOx–CeOx with increased Hg0 removal capacity. When the molar ratio of Mn/Ce reached 6/4, the adsorbent’s Hg0 removal efficiency remained over 92% at 150 °C and 200 °C. As the molar ratio of Mn/Ce grew, the adsorbent’s Hg0 elimination capacity declined due to decreased surface area, weakened acidity, and decreased activity of Mn4+; <75% Hg0 removal efficiency was reached between 150 °C and 250 °C for virgin MnOx. Throughout the overall Hg0 elimination reactions, Mn4+ and Oα were in charge of oxidizing Hg0 to HgO, with Ce4+ acting as a promoter to aid in the regeneration of Mn4+. Because of its limited adaptability to flue gas components, further optimization of the MnOx–CeOx nanorod adsorbent is required.

Graphical abstract

汞污染是由多组分系统中的燃煤过程造成的。吸附剂注入被认为是一种从废气中捕获 Hg0 的潜在策略,吸附剂是其中的主要成分。研究人员采用水热法合成了一系列具有不同 Mn/Ce 摩尔比的 MnOx-CeOx 纳米棒吸附剂,以最大限度地提高捕获 Hg0 的能力。原始 CeOx 的除汞活性较弱;在 150 °C 至 250 °C 的温度范围内,除汞效率为 8%。随着 MnOx 的加入,表面酸性位点的数量和 Mn4+ 的相对浓度都有所增加。这保证了 MnOx-CeOx 对 Hg0 的充分吸附和氧化,同时克服了因表面积较小而导致的吸附剂与吸附剂之间相互作用受限的问题,从而提高了 MnOx-CeOx 对 Hg0 的去除能力。当 Mn/Ce 的摩尔比达到 6/4 时,吸附剂在 150 °C 和 200 °C 下的 Hg0 去除率保持在 92% 以上。随着 Mn/Ce 摩尔比的增加,由于表面积减小、酸性减弱和 Mn4+ 活性降低,吸附剂的 Hg0 消除能力下降;原始 MnOx 的 Hg0 消除效率在 150 °C 至 250 °C 之间达到 75%。在整个 Hg0 消除反应中,Mn4+ 和 Oα 负责将 Hg0 氧化为 HgO,Ce4+ 则作为促进剂帮助 Mn4+ 的再生。由于 MnOx-CeOx 纳米棒吸附剂对烟气成分的适应性有限,因此还需要进一步优化。
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引用次数: 0
Photovoltaic waste management in sub-Saharan Africa: current practices in Burkina Faso 撒哈拉以南非洲的光伏废物管理:布基纳法索的现行做法
Pub Date : 2024-01-22 DOI: 10.1007/s42768-023-00184-w
Kodami Badza, Yrebegnan Moussa Soro, Marie Sawadogo

Sub-Saharan Africa is witnessing a proliferation of photovoltaic (PV) waste due to the increasing number of solar PV power plants. PV waste (panels, batteries, electrical cables, mounting structures, and inverters) consists of elements such as mercury, cadmium, chromium, lead, copper, aluminum, fluorinated compounds, and plastics that are toxic to human health and the environment if a proper management system is not available. Although many studies worldwide have focused on PV waste management, very few have been conducted in sub-Saharan Africa. This study aims to investigate the current PV waste management system in Burkina Faso, determine stakeholder profiles, and propose strategies to enhance the existing system. Documentary research, interviews, questionnaires, and field visits were used in the methodology. The survey showed that young people, mainly under 30 years of age and with a primary education, dominate (70%) in terms of PV waste collection and repair activities, while the more technical recycling and export activities are carried out mainly (88%) by stakeholders older than 40 years and with a secondary education (60%). Among the older stakeholders, 100% are aware of the hazardous nature of PV waste, whereas 36% are young people. From an environmental perspective, the main source of contamination observed is the release of lead-rich sulfuric acids into water and soil during the collection and repair phases. During the recycling of batteries and electrical cables, toxic fumes are emitted into the air, and recycling residues rich in toxic substances are landfilled. To reduce risks to human health and the environment when managing PV waste, the introduction of legislation, the multiplication of collection points and appropriate infrastructures, the training and awareness-raising of stakeholders, and the extended responsibility of manufacturers are recommended. Studies on the economic feasibility of setting up formal management structures are needed to complete this work.

Graphical abstract

由于太阳能光伏发电厂的数量不断增加,撒哈拉以南非洲地区的光伏废物正在激增。光伏废物(电池板、电池、电缆、安装结构和逆变器)由汞、镉、铬、铅、铜、铝、氟化合物和塑料等元素组成,如果没有适当的管理系统,这些元素会对人类健康和环境造成危害。尽管全世界有许多研究都关注光伏废物管理,但在撒哈拉以南非洲地区进行的研究却寥寥无几。本研究旨在调查布基纳法索目前的光伏废物管理系统,确定利益相关者的情况,并提出加强现有系统的策略。研究方法包括文献研究、访谈、问卷调查和实地考察。调查显示,在光伏废物收集和维修活动方面,以 30 岁以下、受过初等教育的年轻人为主(70%),而技术性更强的回收和出口活动主要由 40 岁以上、受过中等教育的利益相关者开展(88%)(60%)。在年龄较大的利益相关者中,100% 意识到光伏废物的危险性,而年轻人则占 36%。从环境角度来看,所观察到的主要污染源是在收集和维修阶段向水和土壤中释放的富含铅的硫酸。在回收电池和电缆的过程中,有毒气体会排放到空气中,富含有毒物质的回收残留物会被填埋。为降低光伏废物管理对人类健康和环境造成的风险,建议出台相关法律,增加收集点和适当的基础设施,对利益相关者进行培训和宣传,并扩大制造商的责任。为完成这项工作,需要对建立正式管理结构的经济可行性进行研究。
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引用次数: 0
Rapid and real-time detection of municipal sludge moisture content based on microwave reflection principle 基于微波反射原理的市政污泥含水率快速实时检测
Pub Date : 2024-01-22 DOI: 10.1007/s42768-023-00179-7
Yan Zhang, Yanhong Jiao, Jun Li, Long Deng, Binqi Rao, Hao Xu, Peng Xu, Lijiang Hu, Chunping Li

The moisture content (MC) of municipal sludge is the key factor affecting sludge treatment and disposal technologies, while the vast majority of existing measurement methods are off-line and time-consuming. To realize rapid online detection for the MC of sludge, a detection method based on the microwave reflection principle is proposed: experiments are carried out and the MC computation model of the sludge is derived using the resonant frequency and the permittivity ((varepsilon^{prime})). The results reveal that the detection accuracy of granular sludge with a thickness of 10 mm is higher. The theoretical model between the MC and the real part of (varepsilon^{prime}) is developed, and the relationship between the resonant frequency and (varepsilon^{prime}) is expressed by a cubic polynomial. The average error and the root mean square error (RMSE) of sludge are 2.06% and 2.49%, respectively. The prediction model for the MC of sludge is also given, and the determination coefficient and RMSE are 0.981 and 2.06%, respectively.

Graphical abstract

市政污泥的含水率(MC)是影响污泥处理和处置技术的关键因素,而现有的测量方法绝大多数都是离线测量,耗时较长。为了实现污泥含水率的快速在线检测,本文提出了一种基于微波反射原理的检测方法:通过实验,利用共振频率和介电常数(((varepsilon^{prime}))推导出污泥的含水率计算模型。结果表明,厚度为 10 毫米的颗粒状污泥的检测精度更高。建立了 MC 与 (varepsilon^{prime})实部之间的理论模型,并用三次多项式表示了共振频率与 (varepsilon^{prime})之间的关系。污泥的平均误差和均方根误差(RMSE)分别为 2.06% 和 2.49%。同时给出了污泥 MC 的预测模型,其判定系数和均方根误差分别为 0.981% 和 2.06%。
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引用次数: 0
Evaluation of the efficiency of urban solid waste management in Brazil by data envelopment analysis and possible variables of influence 通过数据包络分析和可能的影响变量评估巴西城市固体废物管理的效率
Pub Date : 2024-01-22 DOI: 10.1007/s42768-023-00175-x
Isabel das Mercês Costa, Marta Ferreira Dias, Margarita Robaina

This article has the general objective of estimating the efficiency of urban solid waste management in 940 Brazilian municipalities through Data Envelopment Analysis (DEA) technique and has specific objectives: (i) to estimate efficiency scores; (ii) to compare the performance between different groups of municipalities; and (iii) to analyze the profile of efficient municipalities from the perspective of the guidelines of Law 12,305/2010 and socio-economic and environmental indicators. The technique used was DEA with output-oriented and variable scale to return modeling. The results showed higher efficiency scores in the municipalities with populations above 500,000 inhabitants. The score variation ranged from 0.5 (municipalities with populations <10,000 inhabitants) to 0.9 (municipalities with more than 500,000 inhabitants). Of the sample set, only 12.34% of the municipalities were considered efficient, and when analyzing the efficient group, it was found that adherence to legislation was not a major factor in achieving efficiency.

Graphical abstract

本文的总体目标是通过数据包络分析(DEA)技术估算巴西 940 个市镇的城市固体废物管理效率,具体目标包括:(i) 估算效率得分;(ii) 比较不同市镇组之间的绩效;(iii) 从第 12305/2010 号法律准则以及社会经济和环境指标的角度分析高效市镇的概况。使用的技术是以产出为导向的 DEA 和可变规模回报模型。结果显示,人口在 50 万以上的城市效率得分较高。得分差异从 0.5(人口为 10,000 人的城市)到 0.9(人口超过 500,000 人的城市)不等。在样本集中,只有 12.34% 的市政当局被认为是高效率的,在对高效率群体进行分析时发现,遵守立法并不是实现高效率的主要因素。
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Waste Disposal & Sustainable Energy
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