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Machine learning constructs the microstructure and mechanical properties that accelerate the development of CFRP pyrolysis for carbon-fiber recycling 机器学习构建微观结构和机械性能,加速开发用于碳纤维回收的 CFRP 热解技术
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-10 DOI: 10.1016/j.wasman.2024.09.002

The increasing use of carbon-fiber-reinforced plastic (CFRP) has led to its post-end-of-life recycling becoming a research focus. Herein, we studied the macroscopic and microscopic characteristics of recycled carbon fiber (rCF) during CFRP pyrolysis by innovatively combining typical experiments with machine learning. We first comprehensively studied the effects of treatment time and temperature on the mechanical properties, graphitization degree, lattice parameters, and surface O content of rCF following pyrolysis and oxidation. The surface resin residue was found to largely affect the degradation of the mechanical properties of the rCF, whereas oxidation treatment effectively removes this residue and is the critical recycling condition that determines its mechanical properties. In contrast, pyrolysis affected graphitization in a more-pronounced manner. More importantly, a random forest machine-learning model (RF model) that optimizes using a particle swarm algorithm was developed based on 336 data points and used to determine the mechanical properties and microstructural parameters of rCF when treated under various pyrolysis and oxidation conditions. The constructed model was effectively used to forecast the recovery conditions for various rCF target requirements, with the predictions for different recycling conditions found to be in good agreement with the experimental data.

随着碳纤维增强塑料(CFRP)使用量的不断增加,其报废后的回收利用已成为研究重点。在此,我们创新性地将典型实验与机器学习相结合,研究了再生碳纤维(rCF)在热解过程中的宏观和微观特性。我们首先全面研究了处理时间和温度对热解和氧化后再生碳纤维的力学性能、石墨化程度、晶格参数和表面O含量的影响。研究发现,表面树脂残留物在很大程度上影响了 rCF 机械性能的退化,而氧化处理能有效去除这种残留物,是决定其机械性能的关键回收条件。相比之下,热解对石墨化的影响更为明显。更重要的是,基于 336 个数据点开发了一个使用粒子群算法进行优化的随机森林机器学习模型(RF 模型),用于确定 rCF 在不同热解和氧化条件下处理时的机械性能和微观结构参数。所构建的模型可有效用于预测各种 rCF 目标要求的回收条件,不同回收条件下的预测结果与实验数据十分吻合。
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引用次数: 0
Utilization of sanitaryware waste product (SWP) as an admixture ingredient for eco-cooling paint 利用卫生洁具废品(SWP)作为生态冷却涂料的外加剂成分
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-08 DOI: 10.1016/j.wasman.2024.08.033

Sanitaryware, a key ceramic product, has significant importance in the global ceramic industry. The global annual production of sanitaryware industry has increase 2.16 to 3.70 million tonnes from 2010 to 2022. Moreover, the quantity of rejected product also increased from 0.17 to 0.30 million tonnes during that period, potentially harming the environment and making it improperly used and dumped in landfills. This study examined the potential of a sanitaryware waste product (SWP) as an admixture ingredient in eco-cooling paint to mitigate the effects of global warming and enhance environmental sustainability. The re-use potential of SWP was assessed using chemical, physical, and product performance analysis against the standard specifications for each parameter. SWP was predominantly composed of SiO2 and Al2O3 with mullite and quartz being the major contributing compounds. Physical tests confirmed that SWP met the standards and resisted extreme heat. The optical performance revealed the solar reflectance and thermal emittance achieved 90.62% and 98.89%, respectively. Heat resistance showed a reduction in temperature of 8.5°C indoors and 9.9°C outdoors. Eco-cooling paint efficiency estimates range from 0.0 to 29.7%, saving energy and reducing CO2 emissions by approximately 0.0384 kgCO2eq/°C. The study highlights SWP’s significant potential for waste reuse as an alternative to combat urban heat phenomena and mitigate the impact of change impact.

卫生洁具作为一种重要的陶瓷产品,在全球陶瓷工业中具有举足轻重的地位。从 2010 年到 2022 年,全球卫生洁具行业的年产量从 216 万吨增加到 370 万吨。此外,在此期间,废品数量也从 17 万吨增加到 30 万吨,对环境造成了潜在危害,使其被不当使用和倾倒在垃圾填埋场。本研究探讨了卫生洁具废品(SWP)作为生态冷却涂料的外加剂成分的潜力,以减轻全球变暖的影响,提高环境的可持续性。根据各参数的标准规格,通过化学、物理和产品性能分析,对 SWP 的再利用潜力进行了评估。SWP 主要由 SiO2 和 Al2O3 组成,莫来石和石英是主要成分。物理测试证实 SWP 符合标准,并能抵抗极端高温。光学性能显示,太阳反射率和热辐射率分别达到了 90.62% 和 98.89%。耐热性显示,室内温度降低了 8.5°C,室外降低了 9.9°C。生态冷却涂料的效率估计从 0.0% 到 29.7%不等,可节约能源并减少约 0.0384 kgCO2eq/°C 的二氧化碳排放量。该研究强调了 SWP 在废物再利用方面的巨大潜力,可作为应对城市热现象和减轻气候变化影响的替代方法。
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引用次数: 0
Contribution of waste management to a sustainable textile sector 废物管理对可持续纺织业的贡献。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-05 DOI: 10.1016/j.wasman.2024.08.037

With increasing textile consumption and limited sorting and recycling capacities, the EU faces major challenges in terms of managing its textile waste. This study investigates the environmental and socio-economic impacts of explorative policy scenarios for a more sustainable textile waste management system in Europe. These scenarios differ substantially in the amounts of textile waste generated and separately collected, closed-loop recycling capacities and textile waste exports. Our results show that sustainable textile waste management remains highly relevant for the sector. Still, without addressing in parallel prevention of textile waste generation via production and consumption patterns, a climate-neutral and circular textiles sector will be hard to achieve. Interventions in the waste management of textiles could reduce global warming impacts by up to 22.3 Mt CO2 per year, which translates to an 18% sector-wide impact by 2035. Depending on the intervention(s), the estimated required investment at present amounts to between 7 and 33 billion EUR. The study provides a valuable starting point for evidence-based decisions on future textile policymaking in Europe.

随着纺织品消费量的不断增加以及分类和回收能力的有限,欧盟在纺织品废物管理方面面临着重大挑战。本研究调查了探索性政策方案对环境和社会经济的影响,以便在欧洲建立更可持续的纺织品废物管理系统。这些方案在纺织品废弃物的产生量和单独收集量、闭环回收能力和纺织品废弃物出口方面存在很大差异。我们的研究结果表明,可持续纺织品废弃物管理对该行业仍具有重要意义。然而,如果不同时解决通过生产和消费模式防止纺织品废弃物产生的问题,气候中立和循环型纺织品行业将难以实现。在纺织品废弃物管理方面采取干预措施,每年可减少高达 2230 万吨二氧化碳对全球变暖的影响,这意味着到 2035 年整个行业可减少 18% 的影响。根据干预措施的不同,目前所需的投资估计在 70 亿至 330 亿欧元之间。该研究为欧洲未来的纺织品决策提供了一个有价值的起点。
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引用次数: 0
Embedding Water-Energy-Food nexus and circularity assessment for organization benchmarking: A case study for dairy farms 将水-能源-粮食关系和循环性评估纳入组织基准:奶牛场案例研究。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-05 DOI: 10.1016/j.wasman.2024.08.038

The Water-Energy-Food (WEF) nexus approach is increasingly being used for supporting a transition to sustainable development, with initiatives involving the concept of circular economy (CE). In the agricultural sector in particular, assessing this nexus is crucial to ensure food security, control the consumption of key resources such as water and energy, as well as measure atmospheric emissions linked to climate change. This manuscript aims to propose a novel approach by coupling the WEF nexus with a circularity indicator, seeking to capture in a single index (the WEF+CEi) both performances in a sample of companies. The novel approach is applied to 30 dairy farms located in Galicia (NW Spain) to benchmark them in a holistic manner. To do this, the WEF nexus of each farm was represented through the following indicators: carbon footprint, water footprint, energy footprint, and food productivity. In addition, the percentage of circularity for each farm, and for the agro-industrial cooperative was measured thanks to the application of a circularity tool in percentage terms. Finally, the WEF+CEi indicator was obtained using the multicriteria mathematical tool of Data Envelopment Analysis (DEA). The results show that without considering the agro-industrial cooperative, the system is 51 % circular. On the other hand, considering the farms and the cooperative, the system goes up to 80 % of circularity. Finally, the proposed approach can support decision-making and provide insights for producers and stakeholders in the area.

水-能源-粮食(WEF)关系方法正越来越多地被用于支持向可持续发展过渡,其倡议涉及循环经济(CE)概念。特别是在农业领域,评估这种关系对于确保粮食安全、控制水和能源等关键资源的消耗以及测量与气候变化相关的大气排放至关重要。本手稿旨在提出一种新方法,将世界经济论坛关系与循环性指标结合起来,力求用单一指数(世界经济论坛+循环性指数)反映样本公司的这两种表现。这种新方法适用于加利西亚(西班牙西北部)的 30 个奶牛场,以全面的方式为它们设定基准。为此,每个牧场的 WEF 关系通过以下指标来体现:碳足迹、水足迹、能源足迹和食品生产率。此外,每个农场和农工合作社的循环百分比都是通过应用循环工具以百分比的形式进行测量的。最后,利用数据包络分析法(DEA)的多标准数学工具得出了 WEF+CEi 指标。结果表明,在不考虑农工合作社的情况下,该系统的循环程度为 51%。另一方面,在考虑农场和合作社的情况下,该系统的循环性高达 80%。最后,所建议的方法可以为决策提供支持,并为该地区的生产者和利益相关者提供见解。
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引用次数: 0
Pyrolysis-induced migration and transformation of heavy metals in sewage sludge containing microplastics 热解诱导含有微塑料的污水污泥中重金属的迁移和转化。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-05 DOI: 10.1016/j.wasman.2024.08.039

Stabilizing heavy metals (HMs) in sewage sludge is urgently needed to facilitate its recycling and reuse. Pyrolysis stands out as a promising method for not only stabilizing these metals but also producing biochar. Our research delves into the migration and transformation of specific HMs (Cr, Mn, Ni, Cu, Zn, As, and Pb) during co-pyrolysis under various conditions, including the presence and absence of microplastics (PVC and PET). We examined different concentrations of these plastics (1 %, 5 %, 10 %, and 15 %) and temperatures (300 °C, 500 °C, and 700 °C). Findings reveal that microplastics, particularly PVC, enhance the migration of Zn and Mn, leading to significant volatilization of Zn and Pb at higher temperatures, peaking at 700 °C. The increase in temperature also markedly influences HM migration, with As showcasing notable loss rates that climbed by 18.0 % and 16.3 % in systems with PET and PVC, respectively, as temperatures soared from 300 °C to 700 °C. Moreover, our speciation analysis indicates that microplastics aid in transforming certain HMs from unstable to more stable forms, suggesting their beneficial role in HM stabilization during pyrolysis. This study significantly enriches our understanding of microplastics’ impact on HM behavior in sewage sludge pyrolysis, offering new avenues for pollution control and environmental management strategies.

迫切需要稳定污水污泥中的重金属 (HMs),以促进污泥的回收和再利用。热解是一种很有前景的方法,不仅能稳定这些金属,还能生产生物炭。我们的研究深入探讨了特定 HMs(铬、锰、镍、铜、锌、砷和铅)在不同条件下(包括存在和不存在微塑料(PVC 和 PET))的协同热解过程中的迁移和转化。我们研究了这些塑料的不同浓度(1%、5%、10% 和 15%)和温度(300 °C、500 °C 和 700 °C)。研究结果表明,微塑料(尤其是聚氯乙烯)会增强锌和锰的迁移,导致锌和铅在较高温度下大量挥发,在 700 °C 时达到峰值。温度的升高也会明显影响 HM 的迁移,在含有 PET 和 PVC 的系统中,当温度从 300 °C 上升到 700 °C 时,As 的损失率分别上升了 18.0% 和 16.3%。此外,我们的标样分析表明,微塑料有助于将某些 HMs 从不稳定形式转化为更稳定的形式,这表明它们在热解过程中对 HMs 的稳定起到了有益的作用。这项研究极大地丰富了我们对微塑料在污水污泥热解过程中对 HM 行为的影响的理解,为污染控制和环境管理策略提供了新的途径。
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引用次数: 0
Speciation of copper and zinc compounds relevant for the hazard property (HP) 14 classification of municipal solid waste incineration bottom and fly ashes 与城市固体废物焚烧底部和飞灰的危险特性 (HP) 14 分类有关的铜和锌化合物的规格。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-05 DOI: 10.1016/j.wasman.2024.09.001

The analysis of the presence and content of substances that are toxic to aquatic life in waste is essential for classification of waste with regard to hazard property (HP) 14 ‘ecotoxic’. For the determination of HP14 classified copper (Cu) and zinc (Zn) compounds in various municipal solid waste incineration bottom ashes (IBA) and one fly ash (FA) from Germany we applied X-ray absorption near-edge structure (XANES) spectroscopy in combination with linear combination fitting. The analysis showed that approx. 50–70% of Cu in the IBA are Cu(I) compounds and elemental Cu(0), but these compounds were not equally distributed in the different IBA. In contrast, the majority (approx. 50–70%) of Zn in all IBA is elemental zinc, which originates from brass or other alloys and galvanized metals with a large content of zinc in the waste. The FA contain higher mass fraction on Zn and other toxic elements, but similar Cu and Zn species. Additional performed selective extraction at a pH of 4 with an organic acid of some IBA showed that the ecotoxic Zn fraction is mainly elemental zinc and zinc oxide. In contrast, for the ecotoxic Cu fraction within the IBA no specific compound could be identified. Furthermore, the XANES analysis showed that the HP14 properties of especially Cu in IBA is overestimated with current best-practice guidelines for sample processing for the current substance-related approach with the 0.1% cut-off rule for each substance. However, it should be considered whether it would not be better from an environmental point of view to take the ecotoxicologically leachable copper and zinc as a reference value.

分析废物中是否存在对水生生物有毒的物质以及这些物质的含量,对于根据危害特性(HP)14 "生态毒性 "对废物进行分类至关重要。为了测定德国各种城市固体废物焚烧底灰(IBA)和一种飞灰(FA)中按 HP14 分类的铜(Cu)和锌(Zn)化合物,我们结合线性组合拟合,使用了 X 射线吸收近边结构(XANES)光谱法。分析表明,IBA 中约 50-70% 的铜是 Cu(I) 化合物和元素 Cu(0),但这些化合物在不同的 IBA 中分布不均。相比之下,所有 IBA 中的锌大部分(约 50-70%)为元素锌,来自黄铜或其他合金以及废料中锌含量较高的镀锌金属。FA 中的锌和其他有毒元素的质量分数较高,但铜和锌的种类相似。在 pH 值为 4 的条件下,用有机酸对一些 IBA 进行选择性萃取,结果表明生态毒性锌部分主要是元素锌和氧化锌。与此相反,IBA 中的生态毒性铜馏分则无法确定特定的化合物。此外,XANES 分析表明,按照目前与物质相关的方法(每种物质的临界值为 0.1%)的样本处理最佳实践指南,IBA 中特别是铜的 HP14 特性被高估了。不过,应该考虑的是,从环境角度来看,将生态毒性可浸出铜和锌作为参考值是否更好。
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引用次数: 0
Exploring the chemistry of waste eggshells and its diverse applications 探索废弃蛋壳的化学性质及其多样化应用
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-04 DOI: 10.1016/j.wasman.2024.08.024

The large-scale production of chicken eggs results in a substantial amount of eggshell (ES) residue, often considered as waste. These discarded shells naturally decompose in soil approximately within a year. Eggshells (ES), comparatively contribute lesser towards environmental pollution, contain a remarkable amount of calcium, which can be converted into various valuable products that finds applications in industries, pharmaceuticals, and medicine. Among the diverse applications of ES, most effective and promising applications are removal of heavy metals (Cd, Cr, Pb, Zn, and Cu) ∼93–99 % metal adsorption capacity and capturing of flue gases (CO2 and SO2) from the environment. With ES having a maximum CO2 sorption capacity of 92 % as compared to other sources, and SO2 adsorption capacity of Calcined ES∼11.68 mg/g. The abundance, low cost and easy availability of CaO from ES makes them sustainable and eco-friendly. Additionally, its versatility extends beyond environmental prospects, as it is widely used in various industries as a catalyst, sorbent, fertilizer, and calcium supplement in food for individuals, plants and animals, among other diverse fields of study. Owing to its versatile applications, current review focuses on structure, chemical composition, treatment methods, and valorization pathways for diverse applications, aiming to reduce the eggshells waste and mitigate environmental pollution.

鸡蛋的大规模生产会产生大量蛋壳残渣(ES),通常被视为废物。这些被丢弃的蛋壳大约在一年内会在土壤中自然分解。蛋壳(ES)对环境污染的影响相对较小,但含有大量的钙,可以转化成各种有价值的产品,应用于工业、医药和医疗领域。在蛋壳吸附剂的各种应用中,最有效和最有前景的应用是去除重金属(镉、铬、铅、锌和铜)(金属吸附能力达 93-99%)和捕捉环境中的烟道气(二氧化碳和二氧化硫)。与其他来源相比,ES 对 CO2 的最大吸附能力为 92%,煅烧 ES 对 SO2 的吸附能力为 11.68 mg/g。从 ES 中提取的 CaO 数量丰富、成本低廉且易于获得,因此具有可持续性和生态友好性。此外,钙氧化物的用途不仅限于环保,它还被广泛应用于各行各业,如催化剂、吸附剂、肥料以及个人、植物和动物食品中的钙补充剂等。由于蛋壳的用途广泛,本综述重点介绍了蛋壳的结构、化学成分、处理方法和各种应用的价值化途径,旨在减少蛋壳废弃物,减轻环境污染。
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引用次数: 0
Study of LFG bubble accumulation and discontinuous flow in the highly saturated region of landfill below the leachate level 垃圾填埋场渗滤液液面以下高饱和度区域的垃圾填埋气泡积聚和不连续流动研究
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-04 DOI: 10.1016/j.wasman.2024.08.030

Landfills in developing countries are typically characterized by high waste water content and elevated leachate levels. Despite the ongoing biodegradation of waste in the highly saturated regions of these landfills, which leads to gas accumulation and bubble formation, the associated gas pressure that poses a risk to landfill stability is often overlooked. This paper introduces a landfill gas (LFG) bubble generation model and a two-fluid model that considers bubble buoyancy and porous medium resistance. The entire process can be divided into two stages based on the force balance and velocity of bubbles: Bubble Development Stage and the Two-Fluid Flow Stage. The models were validated using a one-dimensional analytical solution of hydraulic distribution that considers bubble generation, as well as an experiment involving air injection into a saturated medium. The mechanisms of LFG accumulation and ascent, leachate level rise, and discontinuous leachate-gas flow were then investigated in conjunction with continuous flow in the unsaturated region. The results indicate that the generation of LFG bubbles below the leachate level can cause a rise in the level height of more than 20%. During the Bubble Development Stage, there is a critical height for bubble ascent, above which the buoyancy exceeds the combined forces of gravity and resistance, resulting in less than 10% of bubbles continuously flowing into the unsaturated zone for recovery. The developed model effectively captures the accumulation and flow of LFG bubbles below the leachate level and could be further utilized to study leachate-gas pumping in the future.

发展中国家垃圾填埋场的典型特点是废水含量高、沥滤液含量高。尽管垃圾在这些垃圾填埋场的高饱和度区域内不断发生生物降解,导致气体积聚和气泡形成,但对垃圾填埋场稳定性构成风险的相关气体压力却往往被忽视。本文介绍了垃圾填埋气(LFG)气泡生成模型和考虑气泡浮力和多孔介质阻力的双流体模型。根据气泡的力平衡和速度,整个过程可分为两个阶段:气泡发展阶段和双流体流动阶段。利用考虑气泡产生的一维水力分布分析解法以及向饱和介质注入空气的实验对模型进行了验证。然后,结合非饱和区域的连续流动,研究了垃圾填埋气的积累和上升、渗滤液液面上升以及渗滤液-气体的不连续流动机制。结果表明,在渗滤液液面以下产生的垃圾填埋气泡可导致液面高度上升 20% 以上。在气泡发展阶段,气泡上升有一个临界高度,超过这个临界高度,浮力就会超过重力和阻力的合力,导致只有不到 10% 的气泡持续流入非饱和区进行回收。所开发的模型有效地捕捉到了垃圾填埋气泡在渗滤液液面以下的积累和流动过程,未来可进一步用于研究渗滤液-气体泵送。
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引用次数: 0
Upcycling biowaste into advanced carbon materials via low-temperature plasma hybrid system: applications, mechanisms, strategies and future prospects 通过低温等离子体混合系统将生物废弃物升级再造为先进碳材料:应用、机理、策略和未来展望
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-04 DOI: 10.1016/j.wasman.2024.08.036

This review focuses on the recent advances in the sustainable conversion of biowaste to valuable carbonaceous materials. This study summarizes the significant progress in biowaste-derived carbon materials (BCMs) via a plasma hybrid system. This includes systematic studies like AI-based multi-coupling systems, promising synthesis strategies from an economic point of view, and their potential applications towards energy, environment, and biomedicine. Plasma modified BCM has a new transition lattice phase and exhibits high resilience, while fabrication and formation mechanisms of BCMs are reviewed in plasma hybrid system. A unique 2D structure can be designed and formulated from the biowaste with fascinating physicochemical properties like high surface area, unique defect sites, and excellent conductivity. The structure of BCMs offers various activated sites for element doping and it shows satisfactory adsorption capability, and dynamic performance in the field of electrochemistry. In recent years, many studies have been reported on the biowaste conversion into valuable materials for various applications. Synthesis methods are an indispensable factor that directly affects the structure and properties of BCMs. Therefore, it is imperative to review the facile synthesis methods and the mechanisms behind the formation of BCMs derived from the low-temperature plasma hybrid system, which is the necessity to obtain BCMs having desirable structure and properties by choosing a suitable synthesis process. Advanced carbon–neutral materials could be widely synthesized as catalysts for application in environmental remediation, energy conversion and storage, and biotechnology.

本综述重点介绍生物废弃物可持续转化为有价值碳质材料的最新进展。本研究总结了通过等离子体混合系统在生物废物衍生碳材料(BCMs)方面取得的重大进展。其中包括基于人工智能的多偶联系统等系统性研究、从经济角度看有前景的合成策略,以及它们在能源、环境和生物医学方面的潜在应用。等离子体改性 BCM 具有新的过渡晶格相,并表现出很高的弹性,同时对等离子体混合系统中 BCM 的制造和形成机制进行了综述。从生物废料中可以设计和制备出独特的二维结构,这种结构具有迷人的物理化学特性,如高比表面积、独特的缺陷位点和优异的导电性。BCMs 的结构为元素掺杂提供了各种活化位点,在电化学领域显示出令人满意的吸附能力和动态性能。近年来,关于将生物废弃物转化为各种应用领域的有价值材料的研究报道很多。合成方法是一个不可或缺的因素,直接影响着生物材料的结构和性能。因此,有必要对低温等离子体混合体系衍生的BCMs的简便合成方法及其形成机理进行综述,这是通过选择合适的合成工艺获得具有理想结构和性能的BCMs的必要条件。先进的碳中性材料可作为催化剂广泛合成,应用于环境修复、能源转换和储存以及生物技术领域。
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引用次数: 0
Estimation of the uncertainty of metal content in a batch of waste printed circuit boards from computer motherboards 估算一批电脑主板废印刷电路板中金属含量的不确定性
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-03 DOI: 10.1016/j.wasman.2024.08.010

Electronic wastes are a valuable resource due to their critical and precious metal content. To include these wastes in recycling or recovery chains, it is necessary to precisely determine their metal content. Because analysing the whole sample of a batch of electronic waste is not practical, different preparation and sampling or subsampling steps are necessary. Sampling induces an error in the composition of the final sample compared to that of the initial batch, which finally leads to uncertainty in the final metal content measurement as compared to the “actual” batch metal content. The aim was to characterize the uncertainty in metal content of a batch of 372 kg of WPCB. Thirty-nine metals were analysed and thirty-two were considered: base, precious, rare-earths and critical metals. An empirical method (i.e. replicated measurement tests) was thus applied, based on statistical calculations according to Eurachem Guidelines. Uncertainty arising during the 3 different stages of the preparation process (primary, secondly and tertiary sampling steps) was calculated. For the analysed given weight (0.5 g), the shredding efficiency, which directly affects metal particle size distribution, was found to be the most important factor influencing the uncertainty. Uncertainties in base metal content, which is often concentrated in the coarsest particles, arose mainly from the last preparation step (tertiary sampling). Conversely, precious metals and rare-earths were finely ground during the 3 preparation steps, which led to low uncertainties, despite their low concentration in the waste (<337 mg/t for precious and < 35 mg/t for rare-earths).

电子废物因其含有重要的贵金属而成为宝贵的资源。要将这些废物纳入再循环或回收链,就必须精确确定其金属含量。由于分析一批电子废物的全部样本并不现实,因此需要采取不同的制备和取样或子取样步骤。取样会导致最终样本的成分与初始批次样本的成分相比产生误差,最终导致最终金属含量测量结果与 "实际 "批次金属含量相比存在不确定性。我们的目标是确定一批 372 千克木塑复合板中金属含量的不确定性。对 39 种金属进行了分析,其中 32 种被认为是基本金属、贵金属、稀土金属和临界金属。因此,根据 Eurachem 准则的统计计算,采用了经验法(即重复测量测试)。计算了在制备过程的三个不同阶段(初级、二级和三级采样步骤)产生的不确定性。对于所分析的给定重量(0.5 克),发现粉碎效率是影响不确定性的最重要因素,它直接影响金属颗粒的粒度分布。贱金属通常集中在最粗的颗粒中,其含量的不确定性主要来自最后的制备步骤(三次取样)。相反,贵金属和稀土在 3 个制备步骤中被细磨,尽管它们在废物中的浓度很低(贵金属为 337 毫克/吨,稀土为 35 毫克/吨),但不确定性却很低。
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Waste management
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