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Resource-efficient treatment of organic industrial waste: Optimization of different treatment options using reMIND 有机工业废物的资源高效处理:利用reMIND优化不同处理方案
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107065
Emma Lindkvist

The aim of this work was to find the optimal resource-efficient treatment alternative for organic waste from the food industry. For that, four different treatment methods for thirteen feedstocks were studied: animal fodder production, incineration, biological treatment and biogas production. An optimization model was used to find which treatment alternative is the optimal from a variety of perspectives.

The studied systems were evaluated from three different evaluation perspectives: economy, energy and environment. The energy evaluation included two different electricity systems: coal condensing power and wind energy.

The results show that there is no single optimum feedstock treatment method taking all the perspectives studied into account. Instead, it is important to consider all different perspectives when evaluating the resource efficiency of the treatment method for a feedstock. However, both incineration and anaerobic digestion of the food waste can be considered as resource-efficient treatment options for the studied feedstocks.

这项工作的目的是为食品工业的有机废物找到最佳的资源高效处理替代方案。为此,研究了13种饲料的四种不同处理方法:动物饲料生产、焚烧、生物处理和沼气生产。优化模型用于从各种角度寻找哪种治疗方案是最佳的。从经济、能源和环境三个不同的评价角度对所研究的系统进行了评价。能源评估包括两种不同的电力系统:煤炭冷凝电力和风能。结果表明,考虑到所有研究视角,不存在单一的最佳原料处理方法。相反,在评估原料处理方法的资源效率时,重要的是要考虑所有不同的角度。然而,食物垃圾的焚烧和厌氧消化都可以被视为所研究原料的资源高效处理选择。
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引用次数: 0
Recycling of a post-industrial printed multilayer plastic film containing polyurethane inks by solvent-targeted recovery and precipitation 回收后工业印刷多层塑料薄膜含有聚氨酯油墨的溶剂定向回收和沉淀
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107086
Kevin L. Sánchez-Rivera , Aurora del Carmen Munguía-López , Panzheng Zhou , Victor S. Cecon , Jiuling Yu , Kevin Nelson , Daniel Miller , Steve Grey , Zhuo Xu , Ezra Bar-Ziv , Keith L. Vorst , Greg W. Curtzwiler , Reid C. Van Lehn , Victor M. Zavala , George W. Huber

The recently reported Solvent-Targeted Recovery And Precipitation (STRAP) strategy is used to deconstruct multilayer plastic packaging films into their constituent resins by selective polymer dissolution. To broaden the applicability of STRAP, we demonstrate the process with a flexible post-industrial printed multilayer plastic film used for food packaging. The material was a reverse printed film composed of polyethylene (PE), ethylene vinyl alcohol (EVOH), polyethylene terephthalate (PET), and polyurethane (PU)-based inks. Removal of all colors was observed with biomass-derived gamma-valerolactone (GVL) and the recovered polymers possessed comparable properties to the corresponding virgin resins. A technoeconomic analysis indicates that this STRAP process could be economically feasible at a processing capacity of 6,000 tons per year. Moreover, the production of plastic films with materials recovered by this STRAP process can have a lower climate change impact than the production of films from virgin polymers.

最近报道的溶剂靶向回收和沉淀(STRAP)策略用于通过选择性聚合物溶解将多层塑料包装膜分解为其组成树脂。为了扩大STRAP的适用性,我们用一种用于食品包装的柔性后工业印刷多层塑料薄膜演示了该工艺。该材料是由聚乙烯(PE)、乙烯醇(EVOH)、聚对苯二甲酸乙二醇酯(PET)和聚氨酯(PU)基油墨组成的反向印刷薄膜。用生物质衍生的γ-戊内酯(GVL)观察到所有颜色的去除,并且回收的聚合物具有与相应的原始树脂相当的性质。技术经济分析表明,在每年6000吨的加工能力下,这种STRAP工艺在经济上是可行的。此外,用这种STRAP工艺回收的材料生产塑料薄膜比用原始聚合物生产薄膜对气候变化的影响更小。
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引用次数: 1
End of life management of crystalline silicon and cadmium telluride photovoltaic modules utilising life cycle assessment 利用生命周期评估对结晶硅和碲化镉光伏模块进行寿命终止管理
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107097
Shweta Singh , Satvasheel Powar , Atul Dhar

The rapid global adoption of solar photovoltaic (PV) modules created the issue of recycling and disposal at their end of life. Several PV modules installed in the late 1980s or early 1990s have reached the end of their 30-year useful life and are now being removed as PV trash. This enormous amount of PV trash acknowledges recycling as a crucial and significant area in the value chain of PV industries. Hence, this study uses an end-of-life perspective to discuss the life cycle evaluation of two market-dominant PV technologies— c-Si and CdTe. This method examines recycling and avoided burden due to recovered material independently in order to determine the overall environmental benefit. The study concludes that recycling glass, metals like copper and aluminium, and semiconductor material from both c-Si and CdTe PV modules has a lower environmental effect than mining, providing, and refining the same components from original sources.

太阳能光伏组件在全球范围内的迅速采用产生了在其使用寿命结束时回收和处置的问题。20世纪80年代末或90年代初安装的几个光伏组件的30年使用寿命已经结束,现在正作为光伏垃圾被清除。大量的光伏垃圾承认回收是光伏产业价值链中的一个关键和重要领域。因此,本研究使用寿命终止的视角来讨论两种市场主导的光伏技术——c-Si和CdTe的生命周期评估。该方法独立检查回收材料的回收和避免的负担,以确定整体环境效益。该研究得出结论,从c-Si和CdTe光伏组件中回收玻璃、铜和铝等金属以及半导体材料对环境的影响低于从原始来源开采、提供和提炼相同成分。
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引用次数: 0
Multi-sectorial assessment of phosphorus in Ontario, Canada: Mapping flows and analysis of the potential for recovery and reuse 加拿大安大略省磷的多部门评估:绘制流量图并分析回收和再利用的潜力
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107108
Edgar Martín-Hernández , Jorge A. Garcia Hernandez , Samantha Gangapersad , Tian Zhao , Sidney Omelon , Roy Brouwer , Céline Vaneeckhaute

Phosphorus is a key non-renewable element used in multiple economic activities, and notably for food production. It is therefore a critical material whose recovery is gaining interest. This work maps the annual phosphorus flows across Ontario's economic sectors through material flow analysis using open data sources. This information is used to identify potential opportunities for phosphorus recovery and recycling, all while performing an economic assessment to determine the feasibility of phosphorus recovery from different sectors. Up to 86% of phosphorus imports for food production could be covered by recycled phosphorus, with an average recovery cost of 49 CAD/kg of phosphorus. This cost is lower than the estimated economic losses caused by phosphorus releases into the environment, although it is significantly higher than the cost of fossil-based phosphorus products. However, phosphorus recovery costs vary widely for different waste streams, suggesting the need of exploring cooperative approaches for effective phosphorus recovery at regional scale.

磷是一种关键的不可再生元素,用于多种经济活动,尤其是食品生产。因此,它是一种关键材料,其回收正引起人们的兴趣。这项工作通过使用开放数据源的物质流分析绘制了安大略省各经济部门的年度磷流量图。这些信息用于确定磷回收和再循环的潜在机会,同时进行经济评估,以确定不同部门磷回收的可行性。用于食品生产的进口磷中,高达86%可以由回收磷覆盖,平均回收成本为每公斤磷49加元。这一成本低于磷释放到环境中造成的估计经济损失,尽管它明显高于化石磷产品的成本。然而,不同废物流的磷回收成本差异很大,这表明需要探索在区域范围内有效回收磷的合作方法。
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引用次数: 0
Utilising the microstructure of chemically and thermally activated waste textiles for noise attenuation in an urban Australian context 利用化学和热活化废纺织品的微观结构在澳大利亚城市环境中衰减噪音
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107112
Charlotte Wesley , Chaoyang Jiang , Farshid Pahlevani , Con Doolan , Heriyanto , Veena Sahajwalla

This study considers the suitability of end-of-life cotton textiles as a precursor for activated carbon fibre (ACF) cloth for noise attenuation. The study presents a materials transformation and valorisation technique to increase circularity of waste textiles, which is supported by strong end markets and increasing demand.

Thermal and chemical parameters were modified to identify the preferable settings for maximising the surface area of the activated carbon fibre cloth. The surface area was tested using Brunauer-Emmett-Teller (BET) Analysis. The least amount of phosphoric acid (H3PO4) on the sample yielded the highest surface area when comparing textile to acid dosage ratios of 1-1, 1-2, 1-3 and 1-4. Varying the water content in the 1-1 ratio had little effect on the surface area but did affect the structure. The textile - acid - water ratio of 1-1-4 was preferable to 1-1-2, as more of the textile structure remained intact under the naked eye and under the Scanning Electron Microscopy (SEM). Samples transformed under a temperature of 850 °C had a higher surface area than samples transformed at 650 °C and 950 °C, which were 1900 m2/g, 1500 m2/g. and 1600 m2/g respectively.

To maximise noise attenuation, multi-layer activated carbon fibres were created by layering the textiles prior to chemical and thermal transformation processes. By increasing the scale of production, the surface area was reduced. However, the multi-layer ACF yielded promising results even with a modest surface area of approximately 1300 m2/g. The analysis showed that the ACFs were superior to broad spectrum acoustic foams for higher frequency sound desipite being one fifth of the corresponding thickness. The findings from this study are promising for applications requiring a very thin noise attenuating barrier. This advanced material could increase circularity of waste textiles in Australia and reduce the impact of noise pollution in urban environments.

本研究考虑了报废棉纺织品作为活性碳纤维(ACF)布降噪前体的适用性。该研究提出了一种材料转化和定价技术,以提高废弃纺织品的循环性,这得到了强大的终端市场和不断增长的需求的支持。修改了热和化学参数,以确定最大化活性碳纤维布表面积的优选设置。使用Brunauer-Emmett-Teller(BET)分析测试表面积。当比较1-1、1-2、1-3和1-4的织物与酸的剂量比时,样品上最少量的磷酸(H3PO4)产生最高的表面积。以1-1的比例改变含水量对表面积几乎没有影响,但确实影响了结构。1-1-4的织物酸水比比1-1-2更好,因为在肉眼和扫描电子显微镜(SEM)下,更多的织物结构保持完整。在850°C的温度下转化的样品比在650°C和950°C下转化的1900 m2/g和1500 m2/g的样品具有更高的表面积。和1600m2/g。为了最大限度地降低噪音,在化学和热转化过程之前,通过对纺织品进行分层来制造多层活性碳纤维。通过增加生产规模,减少了表面积。然而,即使具有约1300m2/g的适度表面积,多层ACF也产生了有希望的结果。分析表明,ACFs比广谱声学泡沫具有更高的频率,其声音密度为相应厚度的五分之一。这项研究的发现对于需要非常薄的噪声衰减屏障的应用是有希望的。这种先进的材料可以增加澳大利亚废弃纺织品的循环性,并减少城市环境中噪音污染的影响。
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引用次数: 0
Fast and effective classification of plastic waste by pushbroom hyperspectral sensor coupled with hierarchical modelling and variable selection 推室高光谱传感器结合层次建模和变量选择对塑料垃圾进行快速有效的分类
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107068
Giuseppe Bonifazi, Giuseppe Capobianco, Silvia Serranti

Plastic waste management represents a global challenge in the framework of sustainable production and consumption of resources. One of the most critical issues in plastic recycling is polymer separation, necessary to obtain high-quality secondary raw material flow streams. The aim of this work was to build a classification strategy, based on pushbroom hyperspectral imaging, able to recognize the most common polymers found in mixed plastic waste to be applied at recycling plant scale. After exploring polymer spectral differences by principal component analysis, a hierarchical partial least squares-discriminant analysis, based on the acquired full spectra, and a hierarchical interval partial least squares-discriminant analysis, based on selected variables, were tested and their performances were evaluated and compared. High quality classification results were obtained in both cases, demonstrating that the developed multi-class models can be utilized in a flexible way for quality control and/or for on-line sorting actions in recycling plants.

在资源的可持续生产和消费框架内,塑料废物管理是一项全球性挑战。塑料回收中最关键的问题之一是聚合物分离,这是获得高质量的二次原料流所必需的。这项工作的目的是建立一种基于推送室高光谱成像的分类策略,能够识别混合塑料垃圾中最常见的聚合物,并将其应用于回收工厂规模。在通过主成分分析探索聚合物光谱差异后,测试了基于所获得的全光谱的分层偏最小二乘判别分析和基于所选变量的分层区间偏最小二乘判别法,并对它们的性能进行了评估和比较。在这两种情况下都获得了高质量的分类结果,表明所开发的多类模型可以灵活地用于回收厂的质量控制和/或在线分拣行动。
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引用次数: 0
Deep-sea fisheries as resilient bioeconomic systems for food and nutrition security and sustainable development 深海渔业作为粮食和营养安全和可持续发展的弹性生物经济系统
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.106907
Andrea Gatto , Elkhan Richard Sadik-Zada , Sürmeya Özbek , Huong Kieu , Nhat Thanh Nguyen Huynh

The frequent deterioration of coastal fisheries has resulted in a need to nourish the world's rapidly expanding population, contributing to a substantial shift toward fishing in the mesopelagic zone. These areas contain a potentially huge amount of fish biomass. Considering that the global population will demand an increase of 60% in food production by 2050, it appears that exploiting the mesopelagic resources is simply a question of time. The present paper reviews the major risks and opportunities related to the exploitation of mesopelagic fisheries. Due to the significance of the uncertainties related to the stock of fish resources, environmental and biodiversity effects of the deep-sea fisheries, this inquiry advocates for the enhancement of sustainable small-sized deep-sea fishery practices on the one hand side and a global moratorium on large-scale mesopelagic fishing on the other hand. Deep seas could provide substantial resources for combating global food insecurity and facilitate a substantial improvement of the nutritional status in the regions plagued by a high incidence of infant mortality and disproportional poverty headcount ratios. For the sake of global and regional food and nutrition security, the exploitation of the biological resources of the mesopelagic zone is a legitimate target, whereby environmental sustainability is the major precondition for the rollout of these kinds of fishing activities.

沿海渔业的频繁恶化导致需要养活世界上迅速扩大的人口,从而导致向中上层捕鱼的重大转变。这些地区可能蕴藏着大量的鱼类生物量。考虑到到到2050年,全球人口将要求粮食产量增加60%,开发中上层资源似乎只是时间问题。本文件审查了与开发中上层渔业有关的主要风险和机遇。由于与鱼类资源存量、深海渔业的环境和生物多样性影响有关的不确定性的重要性,本次调查一方面主张加强可持续的小型深海渔业做法,另一方面主张全球暂停大规模中上层捕捞。深海可以为解决全球粮食不安全问题提供大量资源,并有助于大幅改善婴儿死亡率高和贫困人口比例失衡地区的营养状况。为了全球和区域的粮食和营养安全,开发中上层区的生物资源是一个合法的目标,环境可持续性是开展这类捕鱼活动的主要先决条件。
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引用次数: 4
Drivers of alleviated PM2.5 and O3 concentrations in China from 2013 to 2020 2013 - 2020年中国PM2.5和O3浓度缓解的驱动因素
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107110
Tian Shao , Peng Wang , Wenxuan Yu , Yueqi Gao , Shengqiang Zhu , Yi Zhang , Donghao Hu , Baojun Zhang , Hongliang Zhang

Since 2013, the Chinese Government implemented “Clean Air Action” Phase I (2013–2017) and Phase II (2018–2020) consecutively to improve air quality. However, it remains unclear how these policies have impacted air quality since most studies merely focus on Phase I. In this study, we applied the Community Multiscale Air Quality (CMAQ) model to investigate variations of air quality in China during “Clean Air Action” Phases I and Phase II (2013–2020). Results show that PM2.5 is significantly reduced (-40%) across China except in summer. O3 concentration also decreases, but a 3% increase is found in the Beijing-Tianjin-Hebei (BTH) region. Emission changes play a dominant role in the reduction of PM2.5 (over 95%). The contributions from meteorology and emissions to O3 reduction are 46% and 54%, respectively. Our results suggest that a more effective emission abatement strategy should be formulated, aiming to control O3 and PM2.5 synergistically.

自2013年以来,中国政府连续实施了“清洁空气行动”第一阶段(2013-2017)和第二阶段(2018-2020),以改善空气质量。然而,目前尚不清楚这些政策是如何影响空气质量的,因为大多数研究仅集中在第一阶段。在本研究中,我们应用社区多尺度空气质量(CMAQ)模型来调查中国在“清洁空气行动”第一阶段和第二阶段(2013-2020)的空气质量变化。结果显示,除夏季外,中国各地PM2.5显著下降(-40%)。O3浓度也有所下降,但在京津冀地区增加了3%。排放变化对PM2.5的减少起着主导作用(超过95%)。气象和排放对O3减排的贡献分别为46%和54%。我们的研究结果表明,应该制定一个更有效的减排策略,旨在协同控制O3和PM2.5。
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引用次数: 0
Environmental sustainability: A machine learning approach for cost analysis in plastic recycling classification 环境可持续性:塑料回收分类中成本分析的机器学习方法
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107095
Berny Carrera , Judit Bazin Mata , Victor Luid Piñol , Kwanho Kim

Recycling plastics can reduce waste generation and improve waste management, but the recycling industry needs both cost reduction and increased revenue to be economically viable. Recently, recycling plastic classification techniques with Artificial Intelligence have gained popularity, as they can avoid manual sorting, which is time-consuming and economically less profitable than automatidc processing. In this paper, we provide an economic framework for quality sorting control by classifying plastics based on the infrared spectrum of polymers and machine learning algorithms. In addition, the suggested framework offers a method for selecting the algorithm according to the polymer's income class and the highest economic advantages. Furthermore, our experiments probe that Fourier-transform infrared (FTIR) and near-infrared (NIR) spectroscopies combined with machine learning algorithms are suitable for plastic classification as four datasets and seven machine learning algorithms have been tested to classify Polyethylene (PE), Polypropylene (PP), Polyethylene terephthalate (PET), polystyrene (PS), and Polyvinyl chloride (PVC).

回收塑料可以减少废物的产生并改善废物管理,但回收行业需要降低成本和增加收入才能在经济上可行。最近,使用人工智能的回收塑料分类技术越来越受欢迎,因为它们可以避免手动分拣,这比自动处理耗时且经济效益低。在本文中,我们通过基于聚合物红外光谱和机器学习算法对塑料进行分类,为质量分类控制提供了一个经济的框架。此外,所提出的框架提供了一种根据聚合物的收入类别和最高经济优势选择算法的方法。此外,我们的实验探索了傅里叶变换红外光谱(FTIR)和近红外光谱(NIR)与机器学习算法相结合适用于塑料分类,因为已经测试了四个数据集和七个机器学习算法来对聚乙烯(PE)、聚丙烯(PP)、聚对苯二甲酸乙二醇酯(PET)、聚苯乙烯(PS)和聚氯乙烯(PVC)进行分类。
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引用次数: 0
Evaluating the circularity and multi-lifecycle green profit of product family design 产品族设计的循环性与多生命周期绿色效益评价
IF 13.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-10-01 DOI: 10.1016/j.resconrec.2023.107106
Sora Kang , Yoo Suk Hong , Minjung Kwak

As sustainability and circularity are emerging as the new normal for business, manufacturers have attempted to apply recovery strategies such as reuse, remanufacturing, and recycling to product family design to generate higher profits and mitigate the environmental impact. Compared to single-product design, product family design involves developing sharing decisions in which components and operations are common across product variants. However, existing approaches have not clearly explained the multi-lifecycle effects of sharing decisions. This paper proposes an evaluation model that quantifies the multi-lifecycle economic profit and environmental impact of a product family design. A bi-objective optimization model with economic and environmental objectives is developed to assess the effects of sharing over multiple lifecycles. The evaluation results provide a broader understanding of the multi-lifecycle effect of component and operation sharing and the trade-off between economic profit and environmental impact. This study considers a smartphone family design case to validate the proposed model.

随着可持续性和循环性正在成为商业的新常态,制造商试图将再利用、再制造和回收等回收策略应用于产品系列设计,以产生更高的利润并减轻环境影响。与单一产品设计相比,产品系列设计涉及开发共享决策,其中组件和操作在产品变体中是常见的。然而,现有的方法并没有清楚地解释共享决策的多生命周期影响。本文提出了一个量化产品族设计的多生命周期经济效益和环境影响的评估模型。开发了一个具有经济和环境目标的双目标优化模型,以评估共享在多个生命周期中的影响。评估结果提供了对组件和操作共享的多生命周期效应以及经济利润和环境影响之间的权衡的更广泛理解。本研究考虑了一个智能手机家族设计案例来验证所提出的模型。
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引用次数: 0
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Resources Conservation and Recycling
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