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Comprehensive industry-relevant black soldier fly bioconversion characterisation by a novel chamber system 利用新型腔室系统对与工业相关的黑实蝇生物转化进行综合表征。
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-02-01 DOI: 10.1016/j.wasman.2024.12.016
A. Fuhrmann , M. Gold , L.H. Lau Heckmann , P. Pedersen , K. Shakhnovich , C.X. Chu , I. Haberkorn , N. Puniamoorthy , A. Mathys
{"title":"Comprehensive industry-relevant black soldier fly bioconversion characterisation by a novel chamber system","authors":"A. Fuhrmann ,&nbsp;M. Gold ,&nbsp;L.H. Lau Heckmann ,&nbsp;P. Pedersen ,&nbsp;K. Shakhnovich ,&nbsp;C.X. Chu ,&nbsp;I. Haberkorn ,&nbsp;N. Puniamoorthy ,&nbsp;A. Mathys","doi":"10.1016/j.wasman.2024.12.016","DOIUrl":"10.1016/j.wasman.2024.12.016","url":null,"abstract":"<div><div>Black soldier fly larvae (BSFL) efficiently convert biowaste into valuable animal feed. Sustainable and reliable bioconversion is desirable to achieve optimal economic and environmental outcomes. Thus, science and industry require an accessible research platform to study complex bioconversion processes under conditions mirroring industrial-scale settings. In this study, industry-relevant respiration chambers were designed, tested, and replicated for BSFL feeding trials. Each open-circuit chamber housed three industrial rearing crates. The substrate/frass and air temperature, mass change, NH<sub>3</sub> and CO<sub>2</sub> emissions, and relative humidity were measured. The design was validated for CO<sub>2</sub> recovery, airtightness, airflow homogeneity, and BSFL performance using firstly, a uniform control substrate and secondly, uniform food waste across four parallel chambers. In a third trial, the composition of food waste was varied across parallel chambers to detect differences in metabolic processes. For trials using uniform substrates, low variability across chambers in performance parameters confirmed the reproducibility and comparability of the design (e.g. bioconversion rate: &lt;1%, final larval mass: ≤2 mg, standard deviations, dry matter based). In contrast, the trial with varying food waste compositions showed a strong effect on average substrate/frass temperature (e.g. 31.5 °C vs 41.8 °C) and final dry larval mass (e.g. 67 mg vs 40 mg). This is the first study to systematically assess heat generation directly from heterogeneous food waste, a crucial parameter for efficient BSFL bioconversion. These chambers provide an opportunity for science and industry to thoroughly assess and understand the metabolic bioconversion characteristics. The findings are key for the optimisation of sustainable bioconversion processes.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"193 ","pages":"Pages 409-418"},"PeriodicalIF":7.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142898631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Selective leaching and recovery of phosphorus from incinerated sewage sludge ash with CaO addition 添加CaO对焚烧污泥灰中磷的选择性浸出和回收。
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-02-01 DOI: 10.1016/j.wasman.2024.12.006
Zhonghua Yang , Chuanming Du , Ruiyuan Yuan , Haixin Guo
{"title":"Selective leaching and recovery of phosphorus from incinerated sewage sludge ash with CaO addition","authors":"Zhonghua Yang ,&nbsp;Chuanming Du ,&nbsp;Ruiyuan Yuan ,&nbsp;Haixin Guo","doi":"10.1016/j.wasman.2024.12.006","DOIUrl":"10.1016/j.wasman.2024.12.006","url":null,"abstract":"<div><div>Incinerated sewage sludge ash (ISSA) with high P<sub>2</sub>O<sub>5</sub> content is a potential phosphorus resource that can replace the non-renewable phosphorus rocks. However, extracting phosphorus from ISSA using hydrometallurgical methods also dissolves a large amount of impurity metals into the leachate. Therefore, this study proposes a new method combining high-temperature reaction with CaO addition, selective leaching, and chemical precipitation for efficient and low-cost phosphorus recovery from ISSA. During thermal treatment at 1050 °C, the addition of CaO significantly influenced the types and amounts of phosphate mineral phases in ISSA. When 20 % CaO was added, the Al/Fe-phosphate phases were completely converted into acid-soluble Ca-phosphate phases, while Al and Fe were retained in acid-insoluble phases (e.g., Al- and Fe-containing oxides and silicates). Subsequently, by controlling the pH of acidic leachate (2.0 to 1.5), Ca-phosphate phases were selectively dissolved. At a pH of 1.5, better selective leaching was achieved, with a leaching efficiency of 94.71 % for P and less than 10 % for Al, Fe and Si. The XRF results showed that the majority of SiO<sub>2</sub> (38.39 %), Al<sub>2</sub>O<sub>3</sub> (33.26 %) remained in the post-leaching solid residue, which was expected to be further resource utilization. Without purification treatment to remove Al, Fe and Si, almost all phosphate ions were precipitated at pH = 8.5, with P recovery efficiency of 94.07 %. XRD results showed that the precipitate was mainly composed of HAP, with a P<sub>2</sub>O<sub>5</sub> content of 37.51 % and low level of contaminants, thereby realizing the effective recovery of phosphorus from ISSA.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"193 ","pages":"Pages 143-154"},"PeriodicalIF":7.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142814487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Insights on the social and economic factors of the circular economy: A study of the Italian industrial and urban waste recycling sector 关于循环经济的社会和经济因素的见解:对意大利工业和城市废物回收部门的研究。
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-02-01 DOI: 10.1016/j.wasman.2024.12.041
Luca Correani, Patrizio Morganti, Ilaria Benedetti, Federico Crescenzi
{"title":"Insights on the social and economic factors of the circular economy: A study of the Italian industrial and urban waste recycling sector","authors":"Luca Correani,&nbsp;Patrizio Morganti,&nbsp;Ilaria Benedetti,&nbsp;Federico Crescenzi","doi":"10.1016/j.wasman.2024.12.041","DOIUrl":"10.1016/j.wasman.2024.12.041","url":null,"abstract":"<div><div>In order to achieve the ambitious goals of the European Union (EU) Green Deal, Member States must implement an efficient and modern recycling industry that can combine high environmental standards with high economic performance. According to Eurostat, the amount of waste recovered, both industrial and urban, increased by 33.9% from 2004 to 2020, and the share of recovery in total waste treatment rose, respectively, from 45.9% to 59.1%. Among the EU countries, Italy exhibits the highest waste recycling rate (83.2% in 2020). This paper empirically investigates the economic, institutional, and social aspects that may be correlated to the performance of firms involved in industrial and urban waste recycling. Better performing firms would definitely provide larger benefits to the recycling industry, since turning waste into resources is crucial for the transition to a cleaner, climate neutral and circular economy. Working on a panel dataset of 3715 Italian companies, it emerges that firms performance is positively influenced by several firm-specific factors, such as age of experience, size, degree of specialization and digitalization, and by territorial factors, such as separate collection rate, regional GDP, and regional political ideology.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"193 ","pages":"Pages 571-580"},"PeriodicalIF":7.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142955780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Separation of valuable materials from spent lithium-ion battery based on granulation regulation 基于造粒调控的废锂离子电池有价物质分离研究。
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-02-01 DOI: 10.1016/j.wasman.2024.12.030
Fei Kang , Yujuan Zhao , Xiao Meng , Tianya Wang , Hancheng Ou , Hongbin Cao , Zhi Sun
{"title":"Separation of valuable materials from spent lithium-ion battery based on granulation regulation","authors":"Fei Kang ,&nbsp;Yujuan Zhao ,&nbsp;Xiao Meng ,&nbsp;Tianya Wang ,&nbsp;Hancheng Ou ,&nbsp;Hongbin Cao ,&nbsp;Zhi Sun","doi":"10.1016/j.wasman.2024.12.030","DOIUrl":"10.1016/j.wasman.2024.12.030","url":null,"abstract":"<div><div>Recycling of spent lithium-ion batteries has attracted worldwide attention to ensure sustainability of electric vehicle industry. Pretreatment as an essential step for recycling of spent LIBs is critical to ensure the recovery efficiency and quality of black mass which is used for further materials regeneration. Usually, high temperature pyrolysis, at around 600 °C is required during the pretreatment to achieve effective separation of the black mass that is binding on aluminium foils with polyvinylidene fluoride binder. In this research, a low temperature and energy effective method is demonstrated by introducing a controlled frictional granulation in the subsequent step. With heat treatment at below 300 ℃, the oxidation of aluminium foil and generation of fluorine-containing waste gas can be highly supressed. As a consequence, the recovery rate of black mass can be increased to 98.80 % with only 0.05 % Al loss. Compared with the high-temperature pyrolysis and shear crushing methods, the energy consumption was significantly reduced by 48.74 %. Additionally, the proportion of aluminium particles below 75 μm was reduced from 12.6 % to 1.9 % comparing with traditional high temperature pyrolysis, which eliminates the possibility of explosion of aluminium particles. This research provides a low-carbon footprint strategy for treatment of complex electronic waste.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"193 ","pages":"Pages 443-452"},"PeriodicalIF":7.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142898616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Growth and metabolic performance of house fly and black soldier fly larvae differ across densities and waste-based growth substrates 家蝇和黑兵蝇幼虫在不同密度和不同生长基质下的生长和代谢性能不同。
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-02-01 DOI: 10.1016/j.wasman.2024.12.031
Asmus Toftkær Muurmann , Niels Thomas Eriksen , Jacob Agerbo Rasmussen , Morten T. Limborg , Jeffery K. Tomberlin , M.Thomas P. Gilbert , Simon Bahrndorff
{"title":"Growth and metabolic performance of house fly and black soldier fly larvae differ across densities and waste-based growth substrates","authors":"Asmus Toftkær Muurmann ,&nbsp;Niels Thomas Eriksen ,&nbsp;Jacob Agerbo Rasmussen ,&nbsp;Morten T. Limborg ,&nbsp;Jeffery K. Tomberlin ,&nbsp;M.Thomas P. Gilbert ,&nbsp;Simon Bahrndorff","doi":"10.1016/j.wasman.2024.12.031","DOIUrl":"10.1016/j.wasman.2024.12.031","url":null,"abstract":"<div><div>Large scale production of insect larvae is considered a sustainable way to upcycle various organic waste- and by-products into more valuable food and feed products. The sustainability of insect larvae production depends on the substrates and species being used, but comparative studies that include both growth and efficiency are lacking. Here we compare larval fitness, including survival, development time, weight, substrate conversion efficiency, substrate reduction, and metabolic parameters across different combinations of densities and waste- and by-product-based substrates on the two fly species, the house fly (<em>Musca domestica</em>) and the black soldier fly (<em>Hermetia illucens</em>). The waste- and by-product-based substrates were a brewer’s spent grain-based substrate, a digested sludge-based substrate, and a wheat bran/deproteinized grass-based substrate all highly abundant and of low value. Substrate and density significantly impacted on most larval growth and metabolic performance traits, but dependent on species. The brewer’s spent grain-based substrate generally gave the highest performance in terms of larval weight, larval yield, and substrate conversion efficiency for both species, while a high density gave a higher larval yield and substrate conversion efficiency, but lower larval weight. Generally, black soldier fly larvae showed lower metabolic costs and higher net growth efficiency than house fly larvae. Altogether, our results demonstrate that both larval species, substrate, and larval densities affect larval growth and metabolic performance, and subsequently the scope for valorizing waste- or by-products to achieve a sustainable production of food and feed.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"193 ","pages":"Pages 529-538"},"PeriodicalIF":7.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142915792","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AI-based plastic waste sorting method utilizing object detection models for enhanced classification 基于人工智能的塑料垃圾分类方法,利用物体检测模型增强分类效果。
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-02-01 DOI: 10.1016/j.wasman.2024.12.014
Junhyeok Son, Yuchan Ahn
{"title":"AI-based plastic waste sorting method utilizing object detection models for enhanced classification","authors":"Junhyeok Son,&nbsp;Yuchan Ahn","doi":"10.1016/j.wasman.2024.12.014","DOIUrl":"10.1016/j.wasman.2024.12.014","url":null,"abstract":"<div><div>The export ban on plastic waste by China has brought domestic plastic recycling to the forefront of environmental concerns, with sorting being a crucial step in the recycling process. This study assessed the performance of advanced AI models, Mask R-CNN, and YOLO v8, in enhancing plastic waste sorting. The models were evaluated in terms of accuracy, mean average precision (mAP), precision, recall, F1 score, and inference time, with hyperparameter tuning performed through grid search. Mask R-CNN, with an accuracy of 0.912 and mAP of 0.911, outperformed YOLO v8 in tasks requiring detailed segmentation, despite a longer inference time of 200–350 ms. Conversely, YOLO v8, with an accuracy of 0.867 and mAP of 0.922, excelled in real-time applications owing to its shorter inference time of 80–160 ms. This study underscores the importance of selecting the appropriate model based on specific application requirements.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"193 ","pages":"Pages 273-282"},"PeriodicalIF":7.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142847780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Co-pyrolysis of polypropylene and spent Li-ion battery cathodes: A combined metallurgy approach to recover valuable metals
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-01-31 DOI: 10.1016/j.wasman.2025.01.037
Ankush Kumar, Srinivas Seethamraju, Venkatasailanathan Ramadesigan
{"title":"Co-pyrolysis of polypropylene and spent Li-ion battery cathodes: A combined metallurgy approach to recover valuable metals","authors":"Ankush Kumar,&nbsp;Srinivas Seethamraju,&nbsp;Venkatasailanathan Ramadesigan","doi":"10.1016/j.wasman.2025.01.037","DOIUrl":"10.1016/j.wasman.2025.01.037","url":null,"abstract":"<div><div>Recycling spent lithium-ion batteries (LiBs) is crucial for the sustainable usage of critical raw materials present in the cathode. The combined metallurgy process is gaining significant attention in achieving this goal. The process includes thermal reduction followed by an environmentally friendly leaching process. In this work, the technological feasibility of a co-pyrolysis method is investigated for the recovery of Li<sub>2</sub>CO<sub>3</sub> and transition metals from Li<sub>1-x</sub>Ni<sub>y</sub>Mn<sub>z</sub>Co<sub>1-y-z</sub>O<sub>2</sub> (NMC) based cathode black mass (CBM) obtained from spent LiBs. We analyze the performance of polypropylene as a reducing agent during co-pyrolysis at 500 – 650 °C to reduce NMC. During co-pyrolysis, the reductive gases (H<sub>2</sub> and CH<sub>4</sub>) generated from polypropylene reduce NMC at 550 – 650 °C into Ni-Co, MnO, and Li<sub>2</sub>CO<sub>3</sub>. However, an additional product, NiO and spinel NMC, appeared in co-pyrolyzed CBM at 500 °C. The magnetic fraction of the co-pyrolysis product was separated by water leaching, and then the leach solution was dried to recover Li<sub>2</sub>CO<sub>3</sub>. The lithium leaching efficiency achieved from the cathode black mass of NMC batteries is 92.80 ± 3.22 wt%. A liquid fuel obtained as a by-product of co-pyrolysis has a gross calorific value of 48 MJ/kg. The process promotes sustainability by efficiently reducing NMC at lower temperatures and producing a liquid by-product for fuel applications.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"195 ","pages":"Pages 69-78"},"PeriodicalIF":7.1,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143075624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Innovative drone-based methodology for quantifying methane emissions from landfills
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-01-31 DOI: 10.1016/j.wasman.2025.01.033
D. Fosco , M.De Molfetta , P. Renzulli , B. Notarnicola , C. Carella , G. Fedele
{"title":"Innovative drone-based methodology for quantifying methane emissions from landfills","authors":"D. Fosco ,&nbsp;M.De Molfetta ,&nbsp;P. Renzulli ,&nbsp;B. Notarnicola ,&nbsp;C. Carella ,&nbsp;G. Fedele","doi":"10.1016/j.wasman.2025.01.033","DOIUrl":"10.1016/j.wasman.2025.01.033","url":null,"abstract":"<div><div>An accurate measurement of anthropogenic methane emissions is essential for improving the representation of greenhouse gas inventories and for mitigating the effects of climate change. Often, theoretical models overestimate actual emission values, while field measurements tend to be costly and/or labour-intensive. Landfills represent an important emission sector, necessitating continued investment in innovation and technology to limit fugitive emissions, particularly of methane.</div><div>This study presents a novel method based on a mass balance approach to estimate fugitive methane emissions from landfills and has been tested at a solid waste landfill in Italy. Measurements were acquired using a drone equipped with a sensor, completed in just a few minutes and processed directly in the field. Results from two tests conducted a month apart are provided, each consisting of two downwind flights at the site. Emission rates varied from 320 ± 280 mg m<sup>-2</sup>h<sup>−1</sup> to 578 ± 385 mg m<sup>-2</sup>h<sup>−1</sup>.</div><div>The data was subsequently compared with the results obtained using the flux chamber method during the second test, highlighting values that were 2 to 4 times higher than those from the ground-based method.</div><div>The findings of this study highlight the potential of UAV-based methodologies for measuring methane emissions compared to traditional methods. The speed of execution and processing is indeed crucial to providing accurate data and optimising both timings and flight models during an investigation.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"195 ","pages":"Pages 79-91"},"PeriodicalIF":7.1,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143075627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trustworthy and Human Centric neural network approaches for prediction of landfill methane emission and sustainable waste management practices
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-01-30 DOI: 10.1016/j.wasman.2025.01.017
Amrita Dey, S. Denis Ashok
{"title":"Trustworthy and Human Centric neural network approaches for prediction of landfill methane emission and sustainable waste management practices","authors":"Amrita Dey,&nbsp;S. Denis Ashok","doi":"10.1016/j.wasman.2025.01.017","DOIUrl":"10.1016/j.wasman.2025.01.017","url":null,"abstract":"<div><div>Landfills rank third among the anthropogenic sources of methane gas in the atmosphere, hence there is a need for greater emphasis on the quantification of landfill methane emission for mitigating environmental degradation. However, the estimation and prediction of landfill methane emission is a challenge as the modeling complexity of methane generation involves different chemical, biological and physical reactions. Various machine learning techniques lacks in providing explainability and the context in addressing uncertainties of landfill emission. This work presents novel artificial neural network (ANN) based approach for enhancing the interpretation of methane prediction. A trustworthy ANN (TANN) using SHapley Additive exPlanations (SHAP) is presented in this research work improving the explainability of predicted values of methane emission using the emission data of seven major methane producing countries like India, China, Russia, Indonesia, US, EU, Brazil. Further, a Human-Centric ANN (HCANN) model based on two approaches: environmental methane emission risks indication and physics informed model are developed. The HCANN was capable of learning scientific principles and addressing modeling complexity using the well-known LandGEM emission model data. The prediction results of physics informed model exhibited close agreement with those produced by LandGEM. Likewise HCANN model developed using the factors like methane production rates (MPR), gas capture system efficiency (GCSE), monitoring system reliability (MSR) is able to offer intuitive and contextual decision and to understand the risk associated with unmanaged methane. Proposed TANN and HCANN approaches offer valuable tool for prediction of methane emission and risk assessment for sustainable waste management practices.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"195 ","pages":"Pages 44-54"},"PeriodicalIF":7.1,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143075643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Managing life cycle impacts of poly(3-hydroxyoctanoate)-based nanocomposites intended for biomedical and packaging applications
IF 7.1 2区 环境科学与生态学
Waste management Pub Date : 2025-01-30 DOI: 10.1016/j.wasman.2025.01.035
Katarzyna Haraźna , Maciej Guzik , Agnieszka Sobczak-Kupiec , Magdalena Wojnarowska , Tomasz Nitkiewicz
{"title":"Managing life cycle impacts of poly(3-hydroxyoctanoate)-based nanocomposites intended for biomedical and packaging applications","authors":"Katarzyna Haraźna ,&nbsp;Maciej Guzik ,&nbsp;Agnieszka Sobczak-Kupiec ,&nbsp;Magdalena Wojnarowska ,&nbsp;Tomasz Nitkiewicz","doi":"10.1016/j.wasman.2025.01.035","DOIUrl":"10.1016/j.wasman.2025.01.035","url":null,"abstract":"<div><div>The environmental pollution caused by post-consumer plastics and the associated health risks necessitate comprehensive life-cycle analyses of these materials, mainly focusing on their end-of-life impacts. This study presents an in-depth evaluation of the environmental implications of producing nanocomposites using poly(3-hydroxyoctanoate) (P(3HO)), a biodegradable and biocompatible polymer that holds great promise as an alternative to traditional plastics, in combination with calcium-, and zinc-based double-layered hydroxides (LDH) modified with the antioxidant α-tocopherol. Utilising the ReCiPe impact assessment method, we identified critical environmental impact categories, including fine particle formation, global warming potential, and toxicity. The analysis revealed that the biosynthesis of P(3HO) is the primary contributor to environmental impact, with electricity consumption accounting for approximately 95% of the overall effect. Purification processes significantly increase environmental impact, mainly due to the extra electricity used for freezing, centrifugation and evaporation. The preparation of nanoparticles contributes to the overall environmental impact, but its scale is reasonably differentiated and spans from 0,3% for Ca/Al nanoparticles to 9.9% for Zn/Al-toc variants, respectively. Although producing these eco-friendly polymers involves significant energy consumption, they present a viable long-term alternative to petroleum-based polymers. Specific life cycle management decisions, like recovering substrates, using renewable energy sources, or gaining overall process improvement, could bring significant environmental benefits. Investigated materials show substantial potential in biomedical coatings and active packaging applications.</div></div>","PeriodicalId":23969,"journal":{"name":"Waste management","volume":"195 ","pages":"Pages 55-68"},"PeriodicalIF":7.1,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143075628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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