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Nutritional and sensory parameters of amazake from the recycling of stale bread 从陈面包中回收的 amazake 的营养和感官参数。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-07-02 DOI: 10.1016/j.wasman.2024.06.028
Anna Starzyńska-Janiszewska , Bożena Stodolak , Jana Štefániková , Patrícia Joanidis , Barbara Mickowska , Marek Šnirc

Stale bread is a waste product with a potential to be recycled. One way to manage this waste material is to process it by fermentation for the purpose of food production. This paper proposes the use of stale wheat and rye bread as ingredients in amazake, a liquid dessert traditionally obtained from rice by fermentation with the koji mould Aspergillus oryzae, followed by liquefaction by the action of fungal enzymes. The stale bread was introduced instead of rice at both the koji stage (wheat bread) and the liquefaction stage (wheat and rye bread). The resulting products had an extended volatile compound profile, from 5 to 15 compounds identified, and modified sensory parameters, compared to the traditional version. Amazake containing bread had an increased protein content, from 1.10 to 6.4 g/100 g, and were more abundant in dietary fibre (up to a maximum of 1.8 g/100 g), additionally enriched with a soluble fraction. The proposed procedure of obtaining of new formula amazake can be directly applied in households to reduce the amount of discarded bread. Due to its simplicity, it also has the potential for further modification in terms of production scale and product parameters.

过期面包是一种具有回收潜力的废品。处理这种废料的一种方法是通过发酵将其加工成食品。本文建议使用过期小麦和黑麦面包作为 amazake 的配料,这是一种传统的液体甜点,由大米通过麴霉发酵制成,然后在真菌酶的作用下液化。在麴发酵阶段(小麦面包)和液化阶段(小麦和黑麦面包),用陈面包代替大米。与传统版本相比,最终产品的挥发性化合物含量从 5 种增加到 15 种,感官参数也有所改善。含 Amazake 的面包蛋白质含量增加,从 1.10 克/100 克增加到 6.4 克/100 克,膳食纤维含量更高(最高达 1.8 克/100 克),还增加了可溶性部分。拟议的新配方 amazake 的制作过程可直接应用于家庭,以减少废弃面包的数量。由于其简单性,它还具有在生产规模和产品参数方面进一步修改的潜力。
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引用次数: 0
The influence of chlorination additives on metal separation during the pyrometallurgical recovery of spent lithium-ion batteries 锂离子废电池火法冶金回收过程中氯化添加剂对金属分离的影响
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-07-02 DOI: 10.1016/j.wasman.2024.06.022
Guorui Qu , Yonggang Wei , Bo Li , Hua Wang

The difficulty of separating Li during pyrometallurgical smelting of spent lithium-ion batteries (LIBs) has limited the development of pyrometallurgical processes. Chlorination enables the conversion of Li from spent LIBs to the gas phase during the smelting process. In this paper, the effects of four solid chlorinating agents (KCl, NaCl, CaCl2 and MgCl2) on Li volatilization and metal (Co, Cu, Ni and Fe) recovery were investigated. The four solid chlorinating agents were systematically compared in terms of the direct chlorination capacities, indirect chlorination capacities, alloy physical losses and chemical losses in the slag. CaCl2 was better suited for use as a solid chlorinating agent to promote Li volatilization due to its excellent results in these indexes. The temperature required for the release of HCl from MgCl2, facilitated by CO2 and SiO2, was lower than 500 °C. The prematurely released HCl failed to participate in the chlorination reaction. This resulted in approximately 12 % less Li volatilization when MgCl2 was used as a chlorinating agent compared to when CaCl2 was used. In addition, the use of KCl as a chlorinating agent decreased the chemical dissolution loss of alloys in the slag. The performance of NaCl was mediocre. Finally, based on evaluations of the four indexes, recommendations for the selection and optimization of solid chlorinating agents were provided.

在锂离子电池(LIB)废料的火法冶炼过程中很难分离锂,这限制了火法冶炼工艺的发展。氯化可使锂离子电池废液中的锂在冶炼过程中转化为气相。本文研究了四种固体氯化剂(KCl、NaCl、CaCl2 和 MgCl2)对锂挥发和金属(Co、Cu、Ni 和 Fe)回收的影响。从熔渣中的直接氯化能力、间接氯化能力、合金物理损失和化学损失等方面对四种固体氯化剂进行了系统比较。由于 CaCl2 在这些指标上的优异结果,它更适合用作促进锂挥发的固体氯化剂。在 CO2 和 SiO2 的作用下,氯化镁释放 HCl 所需的温度低于 500 ℃。过早释放的 HCl 无法参与氯化反应。因此,与使用 CaCl2 相比,使用 MgCl2 作为氯化剂时,锂的挥发量减少了约 12%。此外,使用 KCl 作为氯化剂可减少炉渣中合金的化学溶解损失。氯化钠的性能一般。最后,根据对四项指标的评估,提出了选择和优化固体氯化剂的建议。
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引用次数: 0
Circular economy life cycle cost for kerbside waste material looping process 路边废弃物循环处理的循环经济生命周期成本
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-07-01 DOI: 10.1016/j.wasman.2024.06.023
Jingxuan Zhang , Muhammed Bhuiyan , Guomin Zhang , Malindu Sandanayake , Satheeskumar Navaratnam

Rapid expansion in urban areas has engendered a superfluity of municipal solid waste (MSW) stemming from contemporary civilization, encompassing commercial sectors and human undertakings. Kerbside waste, a type of MSW, has the potential for recycling and reuse at the end of its first life cycle, but is often limited to a linear cycle. This study aimed to assess the life cycle costs of different separation and recycling methods for handling kerbside waste. A new life cycle cost model, drawing from the circular economy’s value retention process (VRP) model, has been created and applied to assess the continuous recycling of kerbside glass. The study investigates two key separation techniques, kerbside recycling mixed bin recycling (KRMB) kerbside glass recycling separate bin (KGRSB) and analyses their impact on the life cycle cost of the recycling process. Additionally, the research explores two approaches of recycling and downcycling: closed-loop recycling, which pertains to the recycling of glass containers, and open-looped recycling, which involves the use of recycled glass in asphalt. The results showed when use annually collected waste as the functional unit, the KRMB model incurred lower costs compared to the KGRSB model due to its lower production output. However, when evaluated over a 1-ton production of glass container and asphalt, the KGRSB method demonstrated superior cost performance with a 40–50% reduction compared to the KRMB method. The open-loop recycling method (asphalt) incurred a higher cost compared to the closed-loop recycling method due to its larger production volume over a 21-year period.

城市地区的快速扩张产生了大量城市固体废物(MSW),这些废物源自当代文明,涵盖商业部门和人类事业。路边垃圾是城市固体废弃物的一种,在其第一个生命周期结束时具有回收和再利用的潜力,但通常仅限于线性循环。这项研究旨在评估处理路边垃圾的不同分类和回收方法的生命周期成本。借鉴循环经济的价值保留过程(VRP)模型,我们创建了一个新的生命周期成本模型,并将其应用于评估路边玻璃的持续回收利用。该研究调查了两种关键的分离技术,即路边玻璃回收混合桶(KRMB)和路边玻璃回收分类桶(KGRSB),并分析了它们对回收过程生命周期成本的影响。此外,研究还探讨了两种回收和降级再循环方法:闭环回收(涉及玻璃容器的回收)和开环回收(涉及在沥青中使用回收的玻璃)。结果表明,当使用每年收集的废物作为功能单位时,KRMB 模型的成本低于 KGRSB 模型,原因是其产量较低。然而,当对 1 吨玻璃容器和沥青的产量进行评估时,KGRSB 方法比 KRMB 方法的成本降低了 40%-50%,表现出更优越的成本性能。与闭环回收法相比,开环回收法(沥青)的成本较高,因为其在 21 年内的产量较大。
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引用次数: 0
Strategies to enhance the circularity of non-bottle PET packaging waste based on a detailed material characterisation 基于详细材料特性分析的提高非瓶装 PET 包装废物循环性的战略
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-07-01 DOI: 10.1016/j.wasman.2024.06.016
Giusy Santomasi , Rosiana Aquilino , Marieke Brouwer , Sabino De Gisi , Ingeborg Smeding , Francesco Todaro , Michele Notarnicola , Eggo U. Thoden van Velzen

The compositions of Dutch lightweight packaging waste (LWP) and sorted products named “PET (Polyethylene terephthalate) trays” have been determined on object level. Additionally, the PET trays from both waste types were sorted in 16 categories representing their packaging use and material build-up. The material composition of at least 10 representative trays from each category was determined with chemical and thermal analysis, based on which the average material composition per category was established. Based on this data the average material composition of sorted PET tray products was approximated. The recyclability of the various categories of PET trays was assessed based on their material build-up. The most ubiquitous PET trays in Dutch LWP and sorted products were only found to be suitable to produce opaque recycled PET with mechanical recycling processes. Whereas only some more uncommon PET trays can be used to produce transparent recycled PET with mechanical recycling processes. Depolymerisation is deemed to be a more appropriate recycling process that will allow the production of transparent food-grade recycled PET.

荷兰轻质包装废物(LWP)和名为 "PET(聚对苯二甲酸乙二酯)托盘 "的分类产品的成分已在物体层面上确定。此外,两种废物类型中的 PET 托盘被分为 16 个类别,分别代表其包装用途和材料构成。通过化学和热分析确定了每个类别中至少 10 个代表性托盘的材料成分,并在此基础上确定了每个类别的平均材料成分。在此数据的基础上,近似得出了分类 PET 托盘产品的平均材料成分。根据 PET 盘的材料构成,评估了各类 PET 盘的可回收性。结果发现,荷兰低温加工和分拣产品中最常见的PET托盘只适合用机械回收工艺生产不透明的回收PET。而只有一些更不常见的 PET 托盘可用于通过机械再循环工艺生产透明的再循环 PET。解聚被认为是一种更合适的再循环工艺,可以生产透明的食品级再循环 PET。
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引用次数: 0
Climate impacts of landfill gas emissions: Analysis for 20-year and 100-year time horizons 垃圾填埋场气体排放对气候的影响:20 年和 100 年时间跨度分析
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-07-01 DOI: 10.1016/j.wasman.2024.06.015
Derek C. Manheim , Nazli Yeşiller , James L. Hanson , Donald R. Blake

Climate impacts of landfill gas emissions were investigated for 20- and 100-year time horizons to identify the effects of atmospheric lifetimes of short- and long-lived drivers. Direct and indirect climate impacts were determined for methane and 79 trace species. The impacts were quantified using global warming potential, GWP (direct and indirect); atmospheric degradation (direct); tropospheric ozone forming potential (indirect); secondary aerosol forming potential (indirect) and stratospheric ozone depleting potential (indirect). Effects of cover characteristics, landfill operational conditions, and season on emissions were assessed. Analysis was conducted at five operating municipal solid waste landfills in California, which collectively contained 13% of the waste in place in the state. Climate impacts were determined to be primarily due to direct emissions (99.5 to 115%) with indirect emissions contributing −15 to 0.5%. Methane emissions were 35 to 99% of the total emissions and the remainder mainly greenhouse gases (hydro)chlorofluorocarbons (up to 42% of total emissions) and nitrous oxide. Cover types affected emissions, where the highest emissions were generally from intermediate covers with the largest relative landfill surface areas. Landfill-specific direct emissions varied between 683 and 103,411 and between 381 and 37,925 Mg CO2-eq./yr for 20- and 100-yr time horizons, respectively. Total emissions (direct + indirect) were 680 to 103,600 (20-yr) and were 374 to 38,108 (100-yr) Mg CO2-eq./yr. Analysis time horizon significantly affected emissions. The 20-yr direct and total emissions were consistently higher than the 100-yr emissions by up to 2.5 times. Detailed analysis of time-dependent climate effects can inform strategies to mitigate climate change impacts of landfill gas emissions.

对 20 年和 100 年时间跨度内垃圾填埋场气体排放对气候的影响进行了调查,以确定短期和长期驱动因素在大气中的生命期对气候的影响。确定了甲烷和 79 种痕量物质对气候的直接和间接影响。这些影响使用全球升温潜能值(GWP)(直接和间接)、大气降解(直接)、对流层臭氧形成潜能值(间接)、二次气溶胶形成潜能值(间接)和平流层臭氧消耗潜能值(间接)进行量化。评估了覆盖物特征、垃圾填埋场运行条件和季节对排放的影响。分析是在加利福尼亚州五个正在运营的城市固体废物填埋场进行的,这些填埋场总共填埋了该州 13% 的废物。气候影响主要来自直接排放(99.5% 到 115%),间接排放占 -15% 到 0.5%。甲烷排放量占总排放量的 35% 到 99%,其余主要是温室气体(氢)氟氯化碳(占总排放量的 42%)和一氧化二氮。覆盖类型影响排放量,排放量最高的通常是相对填埋表面积最大的中间覆盖层。在 20 年和 100 年的时间跨度内,垃圾填埋场的直接排放量分别在 683 到 103,411 兆二氧化碳当量/年和 381 到 37,925 兆二氧化碳当量/年之间。总排放量(直接 + 间接)为 680 至 103,600 兆克 CO2当量/年(20 年)和 374 至 38,108 兆克 CO2当量/年(100 年)。分析时间范围对排放量有很大影响。20 年的直接排放量和总排放量始终比 100 年的排放量高出 2.5 倍。对随时间变化的气候影响进行详细分析,可为减轻垃圾填埋场气体排放对气候变化的影响提供参考。
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引用次数: 0
One-pot, microwave (MW)-assisted production of furfural from almond-, oil-, and wine-derived co-products through biorefinery-based approaches 通过基于生物精炼的方法,利用杏仁、石油和葡萄酒衍生副产品,在单锅微波 (MW) 辅助下生产糠醛
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-07-01 DOI: 10.1016/j.wasman.2024.06.009
Manuel Salgado-Ramos , Alberto José Huertas-Alonso , Almudena Lorente , María Prado Sánchez-Verdú , Andrés Moreno , Beatriz Cabañas

This work outlines the first microwave (MW)-assisted protocol for the production of biofuel precursor furfural (FF) from the raw agricultural waste almond hull (AH), olive stone (OS), and the winemaking-derived grape stalk (GS), grape marc (GM) and exhausted grape marc (EGM) through a one-pot synthesis process. To enhance the overall yield, a catalytic process was firstly developed from xylose, major constituent of hemicellulose present in lignocellulosic biomass. This method afforded FF with 100 % selectivity, yielding over 85 % in isolated product when using H2SO4, as opposed to a 37 % yield with AlCl3·6H2O, at 150 °C in only 10 min. For both catalysts, the developed methodology was further validated, proving adaptable and efficient in producing the targeted FF from the aforementioned lignocellulosic raw materials. More specifically, the employment of AlCl3·6H2O resulted in the highest selectivity (up to 89 % from GM) and FF yield (42 % and 39 % molar from OS and AH, respectively), maintaining notable selectivity for the latter (61 and 48 % from AH and OS). At this regard, and considering the environmental factor of sustainability, it is important to point out the role of AlCl3·6H2O in contrast to H2SO4, thus mitigating detrimental substances. This study provides an important management of agricultural waste through sustainable practises for the development of potential bio-based chemicals, aligning with Green Chemistry and process intensification principles.

这项工作概述了首个微波(MW)辅助的生物燃料前体糠醛(FF)生产方案,该方案通过单锅合成工艺,从农业废弃物杏仁壳(AH)、橄榄石(OS)和酿酒衍生的葡萄梗(GS)、葡萄皮渣(GM)和葡萄皮渣枯竭(EGM)中提取糠醛。为了提高总产量,首先从木质纤维素生物质中半纤维素的主要成分木糖开发了一种催化工艺。使用 H2SO4 时,在 150 °C 温度下仅需 10 分钟,就能获得超过 85% 的分离产物,而使用 AlCl3-6H2O 时,仅能获得 37% 的分离产物。对于这两种催化剂,所开发的方法都得到了进一步验证,证明其在从上述木质纤维素原料中生产目标 FF 方面具有适应性和高效性。更具体地说,使用 AlCl3-6H2O 可获得最高的选择性(从 GM 中可达 89%)和 FF 产率(从 OS 和 AH 中摩尔产率分别为 42% 和 39%),并保持了后者的显著选择性(从 AH 和 OS 中可达 61% 和 48%)。在这方面,考虑到可持续发展的环境因素,有必要指出 AlCl3-6H2O 与 H2SO4 相比所起的作用,从而减少有害物质。这项研究通过可持续的方法对农业废弃物进行了重要的管理,以开发潜在的生物基化学品,符合绿色化学和工艺集约化原则。
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引用次数: 0
Reduction of heavy metals in municipal solid waste incineration fly ash followed by making transparent glass. 通过制作透明玻璃减少城市固体废物焚烧飞灰中的重金属。
IF 8.1 2区 环境科学与生态学 Q1 Environmental Science Pub Date : 2024-06-30 Epub Date: 2024-05-17 DOI: 10.1016/j.wasman.2024.05.008
Hanlin Shen, Bingjie Lou, Bo Liu, Junjie Zhang, Xiaoyan Zhang, Jun Liu, Rui Zhang, Mingcui Chen, Shengen Zhang

Municipal solid waste incineration (MSWI) fly ash is a hazardous waste containing heavy metals. Secondary aluminum dross (SAD) is a hazardous waste discharged from aluminum smelting, containing active aluminum nitride (AlN). In this work, heavy metals from MSWI fly ash were reduced into alloy by AlN from SAD, and the slag was manufactured into transparent glass for building. Reduction of iron and zinc was 67 and 100 %, respectively. Reduction mechanism was explored after applying XRD, XRF and thermodynamics analysis. It was found that the reduction reaction was an ion reaction. The AlN and heavy metal oxide transformed into anionic group containing nitrogen and heavy metal cation, after entering slag. The heavy metals were reduced into alloy after electron was transferred from anionic group to cation. In addition, the reduced iron and zinc could merge into alloy, which inhibited evaporation of zinc. Yellow transparent glass was obtained after the reduction process. Yellow was come from titanium oxide, which could not be reduced by AlN. Microhardness, density and water absorption of the transparent glass were 741 HV, 2.86 g·cm-3 and 0.04 %, respectively. Leaching content of Ni, Cu, Zn and Pb of the glass were 0.1, <0.1, 0.6 and < 0.1 mg/L, respectively, all below the TCLP limit. About 115 ∼ 213 dollars were earned after manufacturing 500 kg of MSWI fly ash into transparent glass. This work provided a novel idea of recycling solid waste into alloy and transparent glass for building.

城市固体废物焚化(MSWI)飞灰是一种含有重金属的危险废物。二次铝渣(SAD)是铝冶炼过程中产生的危险废物,含有活性氮化铝(AlN)。在这项工作中,利用 SAD 中的氮化铝将 MSWI 粉煤灰中的重金属还原成合金,并将炉渣制成建筑用透明玻璃。铁和锌的还原率分别为 67% 和 100%。应用 XRD、XRF 和热力学分析探讨了还原机理。结果发现,还原反应是一种离子反应。AlN 和重金属氧化物在进入熔渣后转化为含有氮和重金属阳离子的阴离子团。电子从阴离子基团转移到阳离子后,重金属被还原成合金。此外,被还原的铁和锌可以融合到合金中,从而抑制锌的蒸发。还原过程后得到了黄色透明玻璃。黄色来自氧化钛,AlN 无法还原氧化钛。透明玻璃的显微硬度、密度和吸水率分别为 741 HV、2.86 g-cm-3 和 0.04 %。玻璃中镍、铜、锌和铅的浸出含量为 0.1、
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引用次数: 0
Microplastics in the diet of Hermetia illucens: Implications for development and midgut bacterial and fungal microbiota 疝气鱼食物中的微塑料:对发育以及中肠细菌和真菌微生物群的影响。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-06-28 DOI: 10.1016/j.wasman.2024.06.021
Silvana Piersanti , Manuela Rebora , Benedetta Turchetti , Gianandrea Salerno , Mario Ruscetta , Laura Zucconi , Federica D’Alò , Pietro Buzzini , Ciro Sannino

In a world with a population exceeding 8 billion people and continuing to grow, pollution from food and plastic waste is causing long-term issues in ecosystems. Potential solutions may be found by exploiting insect-based bioconversion. In this context, we investigated the impact of polyvinyl chloride microparticles (PVC-MPs) on the development of Hermetia illucens (black soldier fly; BSF) and its midgut bacterial and fungal microbiota.

The impact of PVC-MPs was evaluated feeding BSF larvae with a PVC-MPs-supplemented diet. The larvae exposed to different PVC-MPs concentrations (2.5%, 5%, 10% and 20% w/w) developed into adults with no significant increase in pupal mortality. Faster development and smaller pupae were observed when 20% PVC-MPs was provided. The BSF larvae ingest PVC-MPs, resulting in a reduction in MPs size. Larvae exposed to PVC-MPs did not exhibit differences in gut morphology. Regarding the impact of PVC-MPs on the structure of both bacterial and fungal communities, the overall alpha- and beta-diversity did not exhibit significant changes. However, the presence of PVC-MPs significantly affected the relative abundances of Enterobacteriaceae and Paenibacillaceae among the bacteria and of Dipodascaceae and Plectospharellaceae among the fungi (including yeast and filamentous life forms), suggesting that PVC-MP contamination has a taxa-dependent impact.

These results indicate that BSF larvae can tolerate PVC-MPs in their diet, supporting the potential use of these insects in organic waste management, even in the presence of high levels of PVC-MP contamination.

世界人口已超过 80 亿,而且还在继续增长,食物和塑料垃圾造成的污染正在给生态系统带来长期问题。利用以昆虫为基础的生物转化可以找到潜在的解决方案。在这种情况下,我们研究了聚氯乙烯微粒(PVC-MPs)对黑兵蝇(Hermetia illucens;BSF)的发育及其中肠细菌和真菌微生物群的影响。用添加 PVC-MPs 的食物喂养 BSF 幼虫,评估了 PVC-MPs 的影响。接触不同浓度(2.5%、5%、10% 和 20% w/w)PVC-MPs 的幼虫发育成成虫,蛹的死亡率没有显著增加。当提供 20% 的 PVC-MPs 时,幼虫发育更快,蛹也更小。BSF 幼虫摄入 PVC-MPs,导致 MPs 体积缩小。暴露于 PVC-MPs 的幼虫在肠道形态上没有表现出差异。关于 PVC-MPs 对细菌和真菌群落结构的影响,α-和β-多样性总体上没有发生显著变化。不过,PVC-MPs 的存在明显影响了细菌中肠杆菌科和百日咳杆菌科的相对丰度,以及真菌(包括酵母和丝状生物)中双子叶菌科和栉孔菌科的相对丰度,这表明 PVC-MP 污染会对分类群产生影响。这些结果表明,BSF 幼虫能够耐受食物中的聚氯乙烯-MP,这支持了这些昆虫在有机废物管理中的潜在用途,即使在聚氯乙烯-MP 污染水平很高的情况下也是如此。
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引用次数: 0
Quantification of litter in cities using a smartphone application and citizen science in conjunction with deep learning-based image processing 利用智能手机应用程序和公民科学,结合基于深度学习的图像处理,量化城市垃圾。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-06-28 DOI: 10.1016/j.wasman.2024.06.026
Shin’ichiro Kako , Ryunosuke Muroya , Daisuke Matsuoka , Atsuhiko Isobe

Cities are a major source of litter pollution. Determination of the abundance and composition of plastic litter in cities is imperative for effective pollution management, environmental protection, and sustainable urban development. Therefore, here, a multidisciplinary approach to quantify and classify the abundance of litter in urban environments is proposed. In the present study, litter data collection was integrated via the Pirika smartphone application and conducted image analysis based on deep learning. Pirika was launched in May 2018 and, to date, has collected approximately one million images. Visual classification revealed that the most common types of litter were cans, plastic bags, plastic bottles, cigarette butts, cigarette boxes, and sanitary masks, in that order. The top six categories accounted for approximately 80 % of the total, whereas the top three categories accounted for more than 60 % of the total imaged litter. A deep-learning image processing algorithm was developed to automatically identify the top six litter categories. Both precision and recall derived from the model were higher than 75 %, enabling proper litter categorization. The quantity of litter derived from automated image processing was also plotted on a map using location data acquired concurrently with the images by the smartphone application. Conclusively, this study demonstrates that citizen science supported by smartphone applications and deep learning-based image processing can enable the visualization, quantification, and characterization of street litter in cities.

城市是垃圾污染的主要来源。确定城市中塑料垃圾的数量和组成对于有效的污染管理、环境保护和城市可持续发展至关重要。因此,本研究提出了一种多学科方法,对城市环境中的垃圾数量进行量化和分类。在本研究中,通过 Pirika 智能手机应用整合了垃圾数据收集,并进行了基于深度学习的图像分析。Pirika 于 2018 年 5 月推出,迄今已收集了约 100 万张图像。视觉分类显示,最常见的垃圾类型依次为易拉罐、塑料袋、塑料瓶、烟头、烟盒和卫生口罩。前六类垃圾约占总数的 80%,而前三类垃圾占所拍摄垃圾总数的 60%以上。我们开发了一种深度学习图像处理算法来自动识别前六类垃圾。该模型得出的精确度和召回率均高于 75%,能够对垃圾进行正确分类。通过自动图像处理得出的垃圾数量还被绘制在地图上,使用的是智能手机应用程序在获取图像的同时获取的位置数据。总之,这项研究表明,在智能手机应用和基于深度学习的图像处理的支持下,公民科学可以实现城市街道垃圾的可视化、量化和特征化。
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引用次数: 0
An efficient molten steel slag gas quenching process: Integrating carbon solidification and waste heat recovery 高效的熔融钢渣气淬工艺:整合碳固化和余热回收。
IF 7.1 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-06-28 DOI: 10.1016/j.wasman.2024.06.024
Shuting Wang , Shufan Zhang , Xingxing Cheng , Zhiqiang Wang , Fuqiang Guo , Jiansheng Zhang

The iron and steel-making industries have garnered significant attention in research related to low-carbon transitions and the reuse of steel slag. This industry is known for its high carbon emissions and the substantial amount of steel slag it generates. To address these challenges, a waste heat recovery process route has been developed for molten steel slag, which integrates CO2 capture and fixation as well as efficient utilization of steel slag. This process involves the use of lime kiln flue gas from the steel plant as the gas quenching agent, thereby mitigating carbon emissions and facilitating carbonation conversion of steel slag while simultaneously recovering waste heat. The established carbonation model of steel slag reveals that the insufficient diffusion of CO2 gas molecules within the product layer is the underlying mechanism hindering the carbonation performance of steel slag. This finding forms the basis for enhancing the carbonation performance of steel slag. The results of Aspen Plus simulation indicate that 1 t of steel slag (with a carbonation conversion rate of 15.169 %) can fix 55.19 kg of CO2, process 6.08 kmol of flue gas (with a carbon capture rate of 92.733 %), and recover 2.04 GJ of heat, 0.43 GJ of exergy, and 0.68 MWh of operating cost. These findings contribute to the development of sustainable and efficient solutions for steel slag management, with potential applications in the steel production industry and other relevant fields.

在与低碳转型和钢渣再利用相关的研究中,炼铁和炼钢行业备受关注。该行业以碳排放量高和产生大量钢渣而闻名。为应对这些挑战,针对钢渣熔液开发了一种余热回收工艺路线,该路线将二氧化碳捕获和固定以及钢渣的高效利用融为一体。该工艺使用钢铁厂的石灰窑烟气作为气体淬火剂,从而减少碳排放,促进钢渣的碳化转化,同时回收废热。已建立的钢渣碳化模型揭示了二氧化碳气体分子在产品层内扩散不足是阻碍钢渣碳化性能的根本机制。这一发现为提高钢渣的碳化性能奠定了基础。Aspen Plus 模拟结果表明,1 吨钢渣(碳化转化率为 15.169 %)可固定 55.19 kg 二氧化碳,处理 6.08 kmol 烟气(碳捕集率为 92.733 %),回收 2.04 GJ 热量、0.43 GJ 放能和 0.68 MWh 运行成本。这些研究成果有助于开发可持续、高效的钢渣管理解决方案,有望应用于钢铁生产行业和其他相关领域。
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引用次数: 0
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Waste management
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