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Innovative strategies for integrating lignocellulosic biomass and microalgae to produce sustainable bioethanol 整合木质纤维素生物质和微藻生产可持续生物乙醇的创新策略
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-22 DOI: 10.1002/bbb.2803
Michael Lugo-Pimentel, Jaqueline Gilmara Barboza Januário, Jean-Baptiste Beigbeder, Xavier Duret, Jean-Michel Lavoie

This study investigated the potential of integrating Parachlorella kessleri biomass with corn stover and tree bark residues as a method for producing bioethanol. The aim was to reduce greenhouse gas emissions, promote environmental sustainability while improving as well food security. The saccharification process involved biomass decrystallization and posthydrolysis, demonstrating the potential use of residual biomass from forests and agriculture. Posthydrolysis resulted in an increase in total reducing sugars in both bark and corn stover. An optimal balance was established to maximize the release of fermentable sugars while minimizing the presence of inhibitors, identifying key factors such as posthydrolysis time for bark and corn stover, the lack of a need for microalgae decrystallization, biomass and microalgae concentration, and the ideal integration point of microalgae in lignocellulosic bioethanol production. Bioethanol production was performed through fermentation assays using Saccharomyces cerevisiae yeast. Despite the higher lignin content of bark, combining it with microalgae provided a higher ethanol yield (33%) than combining microalgae with corn stover (29%). This study is the first to investigate integrating lignocellulosic feedstock and algae biomass in a single bioethanol production system to improve the feasibility of producing advanced renewable biofuels in biorefineries.

本研究探讨了利用克氏副伞菌生物量与玉米秸秆和树皮残渣结合生产生物乙醇的潜力。其目的是减少温室气体排放,促进环境可持续性,同时改善粮食安全。糖化过程包括生物质的脱结晶和后水解,显示了森林和农业剩余生物质的潜在用途。后水解导致树皮和玉米秸秆中总还原糖的增加。建立了一个最佳平衡,以最大限度地释放可发酵糖,同时最大限度地减少抑制剂的存在,确定了关键因素,如树皮和玉米秸秆的水解后时间,不需要微藻脱晶,生物量和微藻浓度,以及微藻在木质纤维素生物乙醇生产中的理想集结点。生物乙醇的生产是通过使用酿酒酵母进行发酵试验进行的。尽管树皮的木质素含量较高,但与微藻结合的乙醇产率(33%)高于微藻与玉米秸秆的乙醇产率(29%)。这项研究首次研究了将木质纤维素原料和藻类生物质整合到一个生物乙醇生产系统中,以提高生物精炼厂生产先进可再生生物燃料的可行性。
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引用次数: 0
The role of biofuels in advancing sustainability: the future Mexican energy system 生物燃料在促进可持续性方面的作用:未来的墨西哥能源系统
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-21 DOI: 10.1002/bbb.70019
J. Carlos Castro, Karla G. Cedano-Villavicencio, Alberto Avila-Nuñez, Esperanza Ordoñez-Reyes, Kristian J. Pérez-Fuentes, Manuel Martínez

In response to climate change, many countries, including Mexico, have committed to reducing their greenhouse gas (GHG) emissions through agreements such as that reached at the Conference of the Parties in Paris in 2015. As a result, Mexico enacted its General Law on Climate Change, which aims to achieve a 50% reduction in emissions by 2050 in comparison with 2000 levels. This represents a significant challenge, especially considering that Mexico has a population of 124 million people and an annual final energy consumption exceeding 5000 PJ, of which 74% comes from hydrocarbons and emits 1.4% of the world's CO2. This study presents a prospective analysis that estimates the potential impact of biofuels on the entire national energy system using Low Emissions Analysis Platform (LEAP) software. The analysis is structured around three key aspects: the potential applications of biofuels in national demand sectors (agriculture, industry, transport, and residential); the available bioenergy resources, which determine their utilization limits; and the conversion technologies, described in terms of their technical specifications. The results highlight the significant potential of biofuels to reduce national emissions. In a scenario in which renewable energy fully meets the country's energy demand by 2050, biofuels could prevent 26.51% of emissions in comparison with a business-as-usual scenario and cover 22.72% of total national energy demand.

为应对气候变化,包括墨西哥在内的许多国家已承诺通过2015年巴黎缔约方会议达成的协议减少温室气体排放。因此,墨西哥颁布了《气候变化一般法》,其目标是到2050年将排放量在2000年的基础上减少50%。这是一个巨大的挑战,特别是考虑到墨西哥有1.24亿人口,每年最终能源消耗超过5000 PJ,其中74%来自碳氢化合物,排放的二氧化碳占世界的1.4%。本研究采用低排放分析平台(LEAP)软件对生物燃料对整个国家能源系统的潜在影响进行了前瞻性分析。该分析围绕三个关键方面展开:生物燃料在国家需求部门(农业、工业、交通和住宅)的潜在应用;可利用的生物能源资源决定了其利用限度;转换技术,用技术规格来描述。研究结果强调了生物燃料在减少国家排放方面的巨大潜力。在2050年可再生能源完全满足国家能源需求的情况下,与一切照旧的情况相比,生物燃料可以减少26.51%的排放,并满足国家总能源需求的22.72%。
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引用次数: 0
Sustainable production of exopolysaccharides from quinoa stalk hydrolysates using halotolerant Bacillus swezeyi: fermentation kinetics and product characterization 利用耐盐甜味芽孢杆菌从藜麦秸秆水解物中可持续生产外多糖:发酵动力学和产品特性
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-21 DOI: 10.1002/bbb.70021
Diego A. Miranda, Cristhian Carrasco, Luis Romero-Soto, Jenny Lundqvist, Ola Sundman, Mattias Hedenström, András Gorzsás, Markus Broström, Leif J. Jönsson, Carlos Martín

Microbial exopolysaccharides (EPSs) have attracted increasing attention due to their versatile applications across diverse areas. However, large-scale production of EPSs remains challenging due to the high production costs, primarily driven by the use of synthetic carbon sources. This study demonstrates the potential of quinoa stalk hydrolysates as a sustainable alternative for EPS production using a halotolerant bacterial strain that was isolated from a hypersaline environment and termed SU4M. The bacterial isolate was identified through 16S rRNA and gyrB sequencing as a Bacillus swezeyi strain, and was then cultivated in quinoa stalk hydrolysates. The hydrolysates were produced by acid-catalyzed hydrothermal pretreatment using either sulfuric acid or phosphoric acid, followed by enzymatic saccharification. Fermentation experiments conducted in both shake flasks and bioreactors demonstrated that B. swezeyi SU4M utilized glucose from the hydrolysates efficiently, resulting in significantly higher biomass (5.1 ± 0.1 g L−1) and EPS production (1.2 ± <0.1 g L−1) compared to synthetic media (4.3 ± 0.1 g L−1 and 1.1 ± <0.1 g L−1). The kinetic analysis revealed distinct substrate consumption rates and growth patterns, with hydrolysates enhancing EPS yields under single-pulse fed-batch conditions. Advanced characterization techniques, including compositional analysis, Fourier transform infrared (FTIR) spectroscopy, 1H and 1H-13C heteronuclear single quantum coherence (HSQC) nuclear magnetic resonance (NMR), high-performance size-exclusion chromatography (HPSEC), and thermogravimetric analysis (TGA), confirmed that the EPSs derived from hydrolysates were heteropolysaccharides with close structural similarities to those obtained from synthetic media. These findings underscore the potential of quinoa stalk hydrolysates as a biobased alternative to synthetic media as a substrate for EPS production.

微生物胞外多糖(EPSs)因其在不同领域的广泛应用而受到越来越多的关注。然而,由于生产成本高,主要由合成碳源的使用驱动,eps的大规模生产仍然具有挑战性。本研究利用从高盐环境中分离出来的耐盐菌株SU4M,证明了藜麦秸秆水解物作为EPS生产的可持续替代品的潜力。该菌株通过16S rRNA和gyrB测序鉴定为swezeyi芽孢杆菌菌株,并在藜麦秸秆水解物中培养。通过硫酸或磷酸的酸催化水热预处理得到水解产物,然后进行酶解糖化。在摇瓶和生物反应器中进行的发酵实验表明,B. swezeyi SU4M有效地利用了水解产物中的葡萄糖,与合成培养基(4.3±0.1 g L−1和1.1±0.1 g L−1)相比,其生物量(5.1±0.1 g L−1)和EPS产量(1.2±0.1 g L−1)显著提高。动力学分析显示了不同的底物消耗速率和生长模式,水解产物在单脉冲进料批条件下提高了EPS的产量。先进的表征技术,包括成分分析,傅里叶变换红外(FTIR)光谱,1H和1H- 13c异核单量子相干(HSQC)核磁共振(NMR),高性能尺寸排除色谱(HPSEC)和热重分析(TGA),证实了水解产物衍生的eps是异质多糖,其结构与合成介质中获得的eps相似。这些发现强调了藜麦秸秆水解物作为合成培养基的生物基替代品作为EPS生产底物的潜力。
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引用次数: 0
Greenhouse gas emissions from Argentinian soybean products 阿根廷大豆产品的温室气体排放
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-17 DOI: 10.1002/bbb.2816
Jorge Antonio Hilbert, Ariana Camardelli, Karen Ponieman

Soybean products play an important role in Argentina’s bioeconomy. Greenhouse gas (GHG) emissions from soybean byproducts have been widely assessed to meet sustainability requirements for soybean oil biodiesel, especially by decision makers in the private and public sectors, in response to growing EU and USA market demands. Previous studies have focused primarily on GHG emissions from soybean cultivation and biodiesel production but not on the main byproducts like soy oil and meal. Over the past 15 years, we have participated in these calculations, with methods certified by independent verification bodies. Using real field data, this study presents the total GHG emissions of Argentina’s main soybean products taking into account agriculture, biorefinery, and distribution stages and following EU Renewable Energy Directives I and II (EU RED I and II). The aim of the study was to assess the GHG emissions of Argentina’s soybean-producing chain through an integrated life cycle approach, applying mass and energy allocation methods. The results indicate that GHG emissions from soybean cultivation ranged from 186 to 266 kgCO2eq per ton of dry soybean, and from 9 to 13 gCO2eq per MJ of biodiesel. The highest emissions were associated with crop residues, agrochemical production, and fuel use. Over 50% of emissions in soybean farming were attributed to soil N2O, mainly from crop residues, according to the Greenhouse Gases, Regulated Emissions, and Energy Use in Technologies (GREET) model. Emissions from soybean oil production were estimated at 149.72 kgCO2eq per ton of oil, consistent with previous studies. For soybean meal production, emissions resulted in 73.57 kgCO2eq per ton of meal, with 66.1% attributed to natural gas consumption. This study provides a comprehensive evaluation of GHG emissions across the soybean production chain. Its results can support decision making for emission reductions in key stages of the process.

大豆产品在阿根廷的生物经济中发挥着重要作用。大豆副产品的温室气体(GHG)排放已被广泛评估,以满足豆油生物柴油的可持续性要求,特别是私营和公共部门的决策者,以应对日益增长的欧盟和美国市场需求。以前的研究主要集中在大豆种植和生物柴油生产的温室气体排放上,而不是像豆油和豆粕这样的主要副产品。在过去的15年里,我们参与了这些计算,其方法得到了独立核查机构的认证。本研究利用实际现场数据,展示了阿根廷主要大豆产品的温室气体排放总量,考虑到农业、生物炼制和分销阶段,并遵循欧盟可再生能源指令I和II (EU RED I和II)。该研究的目的是通过综合生命周期方法,应用质量和能量分配方法,评估阿根廷大豆生产链的温室气体排放。结果表明,大豆种植的温室气体排放量为186 ~ 266 kgCO2eq / t干大豆,9 ~ 13 gCO2eq / MJ生物柴油。排放最高的与作物残留物、农用化学品生产和燃料使用有关。根据温室气体、管制排放和技术中的能源使用(GREET)模型,大豆种植中超过50%的排放归因于土壤一氧化二氮,主要来自作物残留物。据估计,豆油生产的排放量为每吨油149.72千克二氧化碳当量,与之前的研究一致。对于豆粕生产,每吨豆粕的排放量为73.57千克二氧化碳当量,其中66.1%归因于天然气消耗。本研究对大豆生产链的温室气体排放进行了全面评估。其结果可为该过程关键阶段的减排决策提供支持。
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引用次数: 0
Approaches to enhance bioethanol production from sugarcane biomass by manipulating the lignin content 通过控制木质素含量来提高甘蔗生物质生产生物乙醇的方法
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-17 DOI: 10.1002/bbb.70018
Ranjit Singh Gujjar, Rajeev Kumar, Sanjay Kumar Goswami, Rahul Kumar Tiwari, Ajay Kumar, Mala Kumari, Surendra Pratap Singh, Ravinder Kumar, Milan Kumar Lal, Atul Kumar Upadhyay, Kousik Atta

Lignin protects plants from abiotic and biotic stress and plays an important role in plant growth and development. Like an adhesive, lignin is tightly bound to cellulose and hemicellulose and hinders the efficiency of the saccharification of the lignocellulosic biomass used for biofuel production. Sugarcane is an important bioenergy crop, cultivated globally for the production of sugar and bioethanol. Considering the Global Biofuels Alliance (GBA) target to accelerate the global uptake of sustainable biofuels through technology advancements, this review focuses on strategies to boost bioethanol production from sugarcane biomass by amending the lignin content. Bagasse and straw, the two major byproducts of sugarcane, are considered as the main economic sources of bioethanol generation from lignocellulosic biomass, consisting of cellulose, hemicellulose, and lignin. Lignin biosynthesis is accomplished through oxidative coupling of methoxylated dihydroxycinnamyl alcohols such as p-coumaryl, coniferyl, and sinapyl alcohol. These alcohols generate monolignols like p-hydroxyphenyl, guaiacyl, and syringyl, which are incorporated into the lignin polymer. The genes involved in lignin biosynthesis are potential targets for modifying lignin content for improved saccharification efficiency and bioethanol production. Gene editing approaches like RNA interference (RNAi), transcription activator-like effector nuclease (TALEN)-mediated targeted mutagenesis, and clustered regularly interspaced short palindromic repeats-associated protein 9 (CRISPR–Cas9) have been employed frequently to suppress the expression of key rate-limiting genes involved in lignin biosynthesis. Alteration in lignin composition, by manipulating the syringyl-to-guaiacyl ratio through genome editing approaches, has also proved advantageous for enhancing bioethanol production without compromising agronomic performance.

木质素保护植物免受非生物和生物胁迫,在植物生长发育中起着重要作用。像粘合剂一样,木质素与纤维素和半纤维素紧密结合,阻碍了用于生物燃料生产的木质纤维素生物质的糖化效率。甘蔗是一种重要的生物能源作物,全球种植用于生产糖和生物乙醇。考虑到全球生物燃料联盟(GBA)的目标是通过技术进步加速全球对可持续生物燃料的利用,本文重点讨论了通过修改木质素含量来促进甘蔗生物质生物乙醇生产的策略。甘蔗渣和秸秆是甘蔗的两个主要副产品,被认为是木质纤维素生物质(由纤维素、半纤维素和木质素组成)生产生物乙醇的主要经济来源。木质素的生物合成是通过甲氧基化的二羟基肉桂醇如对香豆醇、松柏醇和樟脑醇的氧化偶联来完成的。这些醇产生单脂醇,如对羟基苯基、愈创木酰基和丁香基,它们被纳入木质素聚合物中。参与木质素生物合成的基因是改变木质素含量以提高糖化效率和生物乙醇产量的潜在靶点。基因编辑方法如RNA干扰(RNAi)、转录激活因子样效应核酸酶(TALEN)介导的靶向诱变和聚集规律间隔短回语重复相关蛋白9 (CRISPR-Cas9)已被频繁用于抑制参与木素生物合成的关键限速基因的表达。通过基因组编辑方法操纵丁香基与愈创木酰的比例,木质素组成的改变也被证明有利于在不影响农艺性能的情况下提高生物乙醇的产量。
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引用次数: 0
Comparative bibliometric analysis of biohydrogen and biomethane production from anaerobic fermentation of brewery byproducts 啤酒副产品厌氧发酵生产生物氢和生物甲烷的比较文献计量学分析
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-17 DOI: 10.1002/bbb.70016
William Gustavo Sganzerla, Leonor Sillero, Tânia Forster-Carneiro, Rosario Solera, Montserrat Perez

Energy products derived from the anaerobic fermentation of agroindustrial byproducts can contribute to sustainable development by displacing fossil fuels and lowering greenhouse gas emissions. The byproducts generated in the beer industry (spent grains, spent yeast, and wastewater) could be a sustainable feedstock for anaerobic fermentation, producing biohydrogen and biomethane. This study presents a comparative bibliometric analysis of articles on biohydrogen and biomethane production from anaerobic fermentation of brewery byproducts published over a 10-year period. A systematic literature search identified 45 documents on biohydrogen and 78 documents on biomethane from brewery byproducts published between 2014 and 2023. The increasing number of documents published over that time can be attributed to the demand for suitable waste management options and the need to reduce greenhouse gas emissions. Analysis of the keywords listed by authors revealed that the main focus in biohydrogen production is the ‘biorefinery concept’. In contrast, ‘pretreatment’ and ‘microbial community’ are the key themes driving biomethane production and are important for future research. Biomethane production has been studied more often than biohydrogen production due to biomethane’s higher energy efficiency, denser energy sources, established infrastructure in many countries, and easier storage when compared with hydrogen. Finally, there is a lack of scientific studies of environmental assessment and technoeconomic analysis of biohydrogen and biomethane production from brewery byproducts.

农业工业副产品厌氧发酵产生的能源产品可以通过取代化石燃料和降低温室气体排放来促进可持续发展。啤酒工业产生的副产品(废谷物、废酵母和废水)可以作为厌氧发酵的可持续原料,产生生物氢和生物甲烷。这项研究提出了一个比较文献计量分析的文章,从厌氧发酵啤酒副产品生产生物氢和生物甲烷发表了10年的时间。系统的文献检索发现,2014年至2023年间发表的45篇关于生物氢的文献和78篇关于啤酒副产品生物甲烷的文献。在此期间出版的文件数量不断增加,可归因于对适当的废物管理办法的需求和减少温室气体排放的需要。对作者列出的关键词进行分析发现,生物制氢的主要焦点是“生物炼制概念”。相比之下,“预处理”和“微生物群落”是推动生物甲烷生产的关键主题,对未来的研究很重要。由于生物甲烷的能源效率更高,能源密度更大,在许多国家建立了基础设施,并且与氢气相比更容易储存,因此生物甲烷生产的研究比生物氢生产更频繁。最后,缺乏对啤酒副产品生产生物氢和生物甲烷的环境评价和技术经济分析的科学研究。
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引用次数: 0
Microalgae biochar as an acidic catalytic support for ethyl ester synthesis 微藻生物炭作为乙酯合成的酸性催化载体
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-08 DOI: 10.1002/bbb.70011
Guilherme A. Pedro, Ana Karine F. de Carvalho, Patricia C. M. Da Rós, Messias B. Silva

Microalgae are valued in the industrial, commercial, and scientific sectors for their bioactive and functional content, which includes lipids, carotenoids, proteins, and fatty acids. The residual biomass can be converted into biochar, which has significant commercial potential due to its high adsorption capacity and suitability as a support for heterogeneous catalysts, enabling the development of sustainable and cost-effective integrated biorefinery platforms. In this study, Spirulina maxima was cultivated in Zarrouk medium using bubble column photobioreactors. After cultivation, the biomass was harvested by filtration. Phycocyanin pigments were extracted using a sodium buffer solution. The residual biomass was pyrolyzed in a muffle furnace (10 °C min−1, 310 °C, 60 min) to produce biochar. This biochar was impregnated with heteropolyacid molybdenum (HPA-Mo) and its catalytic potential was studied in the transesterification reactions of macaw palm oil. A 22 central composite factorial design was used to assess the effects of impregnation concentration (2–10 mM) and catalyst loading (20–40% w/w). Results showed that low impregnation concentration (2 mM) and biochar catalyst loadings above 40% (w/w oil) achieved effective conversion into ethyl esters, reaching 70%.

微藻因其生物活性和功能成分(包括脂质、类胡萝卜素、蛋白质和脂肪酸)而在工业、商业和科学领域受到重视。剩余的生物质可以转化为生物炭,由于其高吸附能力和作为多相催化剂的支持性,具有显著的商业潜力,使可持续和具有成本效益的综合生物炼制平台的发展成为可能。本研究采用气泡柱光生物反应器在Zarrouk培养基中培养最大螺旋藻。培养后,通过过滤收获生物量。采用钠缓冲液提取藻蓝蛋白色素。剩余生物质在马弗炉(10°C min - 1,310°C, 60 min)中热解生成生物炭。用杂多酸钼(HPA-Mo)浸渍该生物炭,研究其在金刚鹦鹉棕榈油酯交换反应中的催化潜力。采用22中心复合因子设计来评估浸渍浓度(2-10 mM)和催化剂负载(20-40% w/w)的影响。结果表明,低浸渍浓度(2 mM)和生物炭催化剂负载40% (w/w油)以上均可有效转化为乙酯,转化率达70%。
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引用次数: 0
Anaerobic digestion of olive oil industry waste with a jacketed reactor heated by an autothermal process 用自热过程加热的夹套反应器厌氧消化橄榄油工业废物
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-06 DOI: 10.1002/bbb.70009
María J. San José, Sonia Alvarez, Raquel López, Francisco J. Peñas

A comprehensive valorization of waste generated from the olive oil manufacturing industry and olive grove pruning was conducted. Anaerobic digestion of the sludge waste from the olive industry was performed in stirred tank reactors under mesophilic conditions to remove volatile solids and to generate biogas. The waste was also treated with an alkali to improve biogas production by reducing the lignin content. The required heating for the anaerobic reactors was supplied by energy valorization of waste biomass from olive prunings through an autothermal process. Good heat transfer in a conical combustor using spouted bed technology was demonstrated by measuring local heat transfer coefficients. Combustion of olive pruning waste in this reactor was highly efficient.

对橄榄油制造业和橄榄林修剪产生的废物进行了综合评估。在中温条件下,在搅拌槽反应器中对橄榄工业的污泥废物进行厌氧消化,以去除挥发性固体并产生沼气。还用碱处理了废物,通过降低木质素含量来提高沼气产量。厌氧反应器所需的加热是通过自热过程对橄榄修剪后的废生物质进行能量增值提供的。通过局部传热系数的测量,证明了采用喷淋床技术的锥形燃烧室传热效果良好。在该反应器中,橄榄修剪废弃物的燃烧效率很高。
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引用次数: 0
Optimized bifunctional CuNiMgAl catalysts for efficient synthesis of the renewable bioproduct glycerol carbonate 优化双功能CuNiMgAl催化剂,高效合成可再生生物产品碳酸甘油
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-06 DOI: 10.1002/bbb.70008
Dalma S. Argüello, Isabel Barroso-Martín, Nancy F. Bálsamo, Griselda A. Eimer, Mónica E. Crivello, Enrique Rodríguez-Castellón

This paper presents a novel technology for converting glycerol, a byproduct of the biodiesel industry, into glycerol carbonate, a high-value bioproduct. The effect of calcination temperature on the synthesis of quaternary Cu-Ni-Mg-Al catalysts (MMO-Cu15Ni15-Tz) and their application in the transesterification reaction was investigated. Glycerol conversion remained largely unaffected by calcination temperature; however, selectivity toward glycerol carbonate was influenced. Physicochemical analyses showed increased crystallinity and spinel phase formation with higher calcination temperatures, resulting in lower oxide dispersion and decreased specific surface area. Nonetheless, the preservation of nanolayer morphology and increased pore diameter maintained high conversion rates at elevated temperatures. X-ray photoelectron spectroscopy (XPS) confirmed Cu2+ interactions with the MgAl matrix and the formation of a solid solution. Ultraviolet-visible diffuse reflectance (UV-visible DR) spectroscopy indicated the dominance of octahedrally coordinated Cu2+ and spinel phases at the highest temperature. The MMO-Cu15Ni15-T450 catalyst exhibited the highest concentration of strong basic sites and the lowest concentration of very strong basic sites. Acid–base characterization suggested that very strong basic sites and abundant acid sites promote glycidol formation by glycerol carbonate decarboxylation. Calcination at 450 °C was identified as optimal, maximizing glycerol carbonate yield while minimizing byproduct formation. This work supports a biorefinery approach aligned with circular economy principles to reduce the environmental impact of biodiesel production through the use of cost-effective catalysts and efficient processes.

介绍了一种将生物柴油副产品甘油转化为高价值生物产品碳酸甘油的新工艺。研究了煅烧温度对Cu-Ni-Mg-Al季系催化剂(MMO-Cu15Ni15-Tz)的合成及其在酯交换反应中的应用。甘油转化基本上不受煅烧温度的影响;然而,对碳酸甘油的选择性受到影响。理化分析表明,随着煅烧温度的升高,结晶度和尖晶石相的形成增加,导致氧化物分散性降低,比表面积减小。尽管如此,纳米层形态的保留和孔径的增加在高温下保持了较高的转化率。x射线光电子能谱(XPS)证实Cu2+与MgAl基体相互作用并形成固溶体。紫外-可见漫反射光谱(uv -可见DR)表明,在最高温度下,八面体配位Cu2+和尖晶石相占主导地位。MMO-Cu15Ni15-T450催化剂的强碱性位点浓度最高,强碱性位点浓度最低。酸碱表征表明,很强的碱性位点和丰富的酸性位点促进碳酸甘油脱羧生成甘油三酯。在450°C下煅烧被确定为最佳,最大限度地提高碳酸甘油收率,同时减少副产物的形成。这项工作支持与循环经济原则相一致的生物炼制方法,通过使用具有成本效益的催化剂和高效的工艺来减少生物柴油生产对环境的影响。
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引用次数: 0
Forecasting residential and nonresidential solid waste generation, disposal, and diversion using three machine learning approaches 使用三种机器学习方法预测住宅和非住宅固体废物的产生,处置和转移
IF 2.9 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-05 DOI: 10.1002/bbb.70010
Md Mashum Billal, Amit Kumar

Accurate forecasting of solid waste quantities is essential for sustainable waste management planning, yet limited research exists in this area. This study develops a framework to forecast solid waste generation, disposal, and diversion quantities using three machine learning (ML) approaches: artificial neural networks (ANNs), support vector machines (SVMs), and multiple linear regression (MLR) models. The forecasting framework is based on 12 socioeconomic variables, the values of which were derived from publicly available data sources. Projections for 2023 to 2050 were developed considering data preprocessing, training, and testing, to create reliable datasets. Correlation analysis was used to rank predictor and response variables, and statistical tests were conducted to identify heteroscedasticity and linear relationships. A case study was conducted for Canada and four provinces: Alberta (AB), British Columbia (BC), Ontario (ON), and Quebec (QC). The results show that ML algorithms predict solid waste effectively, achieving coefficients of determination (R2) of 99.9% with ANNs and 98.6% with SVMs. The total waste generation for Canada, forecast through ANNs, SVMs, and MLRs, increased by 18.29%, 22.45%, and 22.61%, respectively, in the 28 years from 2023 to 2050. In 2050, the projected values of waste generation using the three methods were 43.67, 45.14, and 44.47 million tonnes, respectively, in Canada. ANN forecasts for 2050 project 7.75 million tonnes in AB, 5.36 in BC, 17.85 in ON, and 8.81 in QC. Waste generation is increasing with increasing population size. The method developed here can be used globally with appropriate data adjustments. The results can help in policy development and decision making.

固体废物数量的准确预测对可持续废物管理规划至关重要,但这方面的研究有限。本研究开发了一个框架,使用三种机器学习(ML)方法:人工神经网络(ann)、支持向量机(svm)和多元线性回归(MLR)模型来预测固体废物的产生、处置和转移量。预测框架基于12个社会经济变量,这些变量的值来自公开可用的数据源。2023年至2050年的预测考虑了数据预处理、训练和测试,以创建可靠的数据集。采用相关分析对预测变量和反应变量进行排序,并进行统计检验以确定异方差和线性关系。对加拿大和四个省进行了案例研究:阿尔伯塔省(AB)、不列颠哥伦比亚省(BC)、安大略省(ON)和魁北克省(QC)。结果表明,ML算法对固体废物的预测效果较好,人工神经网络和支持向量机的决定系数(R2)分别为99.9%和98.6%。通过人工神经网络、支持向量机和MLRs预测,加拿大的总废物产生量在2023年至2050年的28年间分别增长了18.29%、22.45%和22.61%。在2050年,加拿大使用这三种方法产生的废物的预测值分别为43.67、4514和4447万吨。人工神经网络预测2050年AB省775万吨,BC省5.36万吨,ON省17.85万吨,QC省8.81万吨。随着人口规模的增加,废物的产生也在增加。这里开发的方法可以在适当的数据调整下在全球范围内使用。研究结果有助于政策制定和决策。
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Biofuels Bioproducts & Biorefining-Biofpr
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