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Baling and ensiling of wet cereal straw as combined storage and pretreatment for biogas production 将湿谷物秸秆打捆并制成沼渣,作为沼气生产的综合储存和预处理方法
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-07-01 DOI: 10.1016/j.biombioe.2024.107294
Søren Ugilt Larsen , Henrik Bjarne Møller

Cereal straw is a large biomass resource which may potentially be pretreated for biogas production by combined ensiling and storage. Five pilot-scale ensiling experiments were performed with straw of wheat, barley and rye, baled in midi-bales (0.9*1.2*2.0 m) with various water contents (17–68 %), ensiling additives and ensiling periods (173–230 days). The water content in the bales differed depending on previous precipitation but also the time of day for baling. Temperature in wet straw increased to 30 and 63 °C during storage for bales with and without wrapping, respectively, and mean dry weight loss was 5.1 ± 5.9 % and 10.5 ± 7.3 %, respectively.

During storage, pH dropped significantly in wrapped straw bales but not in bales without wrapping. In wrapped straw without additives, pH after ensiling decreased significantly with increasing initial water content, indicating the importance of water content above 30–40 % for ensiling of straw. Besides a more rapid pH reduction when applying acetic acid, there was no significant effect of acetic and formic acid, lactic acid bacteria and brown juice on pH after storage.

Ensiling of wet straw had a significant effect on biochemical methane potential (BMP) in some cases, with up to 32 % increase. There was limited effect of ensiling additives on BMP, whereas increasing water content in the straw significantly increased BMP. Improper wrapping of straw during storage reduced BMP with 17–30 %. Overall, proper wrapping and good ensiling of wet straw may result in up to 25 % extra methane yield whereas poor storage may result in up to 37 % loss.

谷物秸秆是一种大量的生物质资源,可通过预处理,结合沼渣和贮存,用于生产沼气。对小麦、大麦和黑麦秸秆进行了五次中试规模的腐熟试验,这些秸秆被打捆成不同含水量(17-68%)、腐熟添加剂和腐熟期(173-230 天)的中型草捆(0.9*1.2*2.0 米)。草捆中的含水量因之前的降水量和一天中打捆的时间而异。在贮藏过程中,有包装和无包装草捆的湿秸秆温度分别升至 30 和 63 °C,平均干重损失分别为 5.1 ± 5.9 % 和 10.5 ± 7.3 %。在不使用添加剂的包裹秸秆中,随着初始含水量的增加,腐熟后的 pH 值显著下降,这表明含水量高于 30-40 % 对秸秆腐熟非常重要。除了使用乙酸会更快地降低 pH 值外,乙酸、甲酸、乳酸菌和棕色汁液对贮藏后的 pH 值没有明显影响。腐熟添加剂对生化甲烷潜能值的影响有限,而增加秸秆中的含水量会显著提高生化甲烷潜能值。贮藏期间秸秆包裹不当会使 BMP 降低 17-30%。总体而言,湿秸秆的适当包裹和良好贮藏可使甲烷产量增加高达 25%,而不良贮藏则可能导致高达 37% 的损失。
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引用次数: 0
Advances and prospects of multifunctional biochar-based materials from organic solid waste of traditional Chinese medicine: A review 从中药有机固体废弃物中提取多功能生物炭材料的进展与前景:综述
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-06-30 DOI: 10.1016/j.biombioe.2024.107296
Chao Chen , Luqi Yang , Xiaofei Zhang , Chongbo Zhao , Jing Sun , Guolong Li , Huanxian Shi

Traditional Chinese medicine (TCM) plays a significant role in healthcare, yet the pharmaceutical process generates substantial amounts of organic solid waste (OSW) due to the low proportion of active species in medicinal plants. Traditional disposal methods, such as incineration or landfill, pose significant environmental challenges and fail to recycle valuable resources. Consequently, there is an urgent need for sustainable and high-value utilization strategies to address this issue. Recent research indicates that OSW of TCM is an ideal raw material for preparing biochar-based functional materials due to its high cellulose, hemicellulose, and lignin content. Notably, these biochar-based materials exhibit excellent potential in environmental remediation, bio-imaging, drug delivery, and energy storage. However, systematic reviews on the preparation, modification, and application of biochar derived from the OSWs of TCM are lacking. This review summarizes the research progress in these areas and discusses the prospects and challenges associated with biochar-based functional materials from the OSWs of TCM. It aims to provide insights into the high-value preparation and recycling of biochar-based functional materials from TCM waste.

传统中药在医疗保健领域发挥着重要作用,但由于药用植物中的活性物种比例较低,制药过程中会产生大量有机固体废物(OSW)。传统的处理方法,如焚烧或填埋,给环境带来了巨大挑战,而且无法回收利用宝贵的资源。因此,迫切需要可持续和高价值的利用策略来解决这一问题。最近的研究表明,由于中药的纤维素、半纤维素和木质素含量高,中药的OSW是制备生物炭基功能材料的理想原料。值得注意的是,这些生物炭基材料在环境修复、生物成像、药物输送和能量储存方面具有卓越的潜力。然而,目前还缺乏关于中药OSW衍生生物炭的制备、改性和应用的系统综述。本综述总结了这些领域的研究进展,并讨论了从中药有机挥发物中提取生物炭功能材料的前景和挑战。旨在为中药废弃物生物炭功能材料的高价值制备和循环利用提供见解。
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引用次数: 0
Efficient one-pot conversion of corncob to formic acid using bi-functional MnCeOx/Nb2O5 catalyst 使用双功能 MnCeOx/Nb2O5 催化剂高效地将玉米芯一锅转化为甲酸
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-06-30 DOI: 10.1016/j.biombioe.2024.107297
Siyu Xu , Jirui Yang , Hejuan Wu , Haixin Guo , Mo Qiu , Xiao Zhang , Feng Shen

A new process for the production of formic acid from corncob waste was constructed by using MnCeOx/Nb2O5 catalyst. Among pristine hemicellulose, cellulose or lignin in corncob, hemicellulose gave the maximum formic acid yield (61.2 %). Dilute hydrochloric acid (0.37 wt%) assisted-ball milling pretreatment of pristine cellulose reduced its crystallinity and increased formic acid yield from 2.6 % to 40.2 %, while lignin was hardly converted into formic acid (<7 %). In the assessment of Mn and Ce in MnCeOx/Nb2O5, a synergistic effect was observed in formic acid formation. Formic acid yield obtained over Mn6Ce4Ox/Nb2O5 was 1.5-fold higher that obtained over MnOx/Nb2O5. Formic acid yield as high as 0.56 g/g could be obtained directly from pretreated corncob, demonstrating potential for converting agro-waste biomass into formic acid over Mn6Ce4Ox/Nb2O5 catalyst. Mechanistic studies revealed that arabinose, glyceric acid and glycolic acid were main intermediates in the conversion of corncob to formic acid.

利用 MnCeOx/Nb2O5 催化剂构建了一种利用玉米芯废料生产甲酸的新工艺。在玉米芯中的原始半纤维素、纤维素或木质素中,半纤维素的甲酸产量最高(61.2%)。对原始纤维素进行稀盐酸(0.37 wt%)辅助球磨预处理可降低其结晶度,并将甲酸产率从 2.6% 提高到 40.2%,而木质素几乎不能转化为甲酸(7%)。在对 MnCeOx/Nb2O5 中的锰和铈进行评估时,观察到了甲酸形成的协同效应。Mn6Ce4Ox/Nb2O5 的甲酸产量是 MnOx/Nb2O5 的 1.5 倍。经预处理的玉米芯可直接获得高达 0.56 g/g 的甲酸产量,这表明 Mn6Ce4Ox/Nb2O5 催化剂具有将农业废弃物生物质转化为甲酸的潜力。机理研究表明,阿拉伯糖、甘油酸和乙醇酸是玉米芯转化为甲酸的主要中间产物。
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引用次数: 0
Modeling of a heat-integrated biomass downdraft gasifier: Influence of feed moisture and air flow 热集成生物质下吹气化炉建模:进料水分和气流的影响
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-06-29 DOI: 10.1016/j.biombioe.2024.107282
Houda M. Haidar , James W. Butler , Samira Lotfi , Anh-Duong Dieu Vo , Peter Gogolek , Kimberley McAuley

A model for a heat-integrated biomass downdraft gasifier is developed and used to study the influence of changes in biomass moisture content and gasifier air flow. This one-dimensional steady-state model accounts for pyrolysis, combustion and gasification reaction kinetics as well as transport phenomena occurring within the gasifier and heat integration system. The gasifier is divided into four zones for solving the ordinary differential equations (ODEs), because each zone has different geometry for the reactor or heating system. The material and energy balance ODEs are solved as a boundary value problem (BVP), ensuring that conditions for the producer gas at the bottom of the reactor match the conditions of the countercurrent annulus gas, which is used for heating. The model also accounts for the preheating of the biomass using exhaust gas from an associated engine used to generate electricity from the producer gas. The model predicts the process gas temperature, flow rate and composition and was validated using two experimental runs with different control inputs. The model predictions show good agreement with the data. Simulations with the highest feed moisture result in lower reactor temperatures and simulations with the highest air flow result in the highest reactor temperatures.

开发了热集成生物质下吹气化炉模型,用于研究生物质含水量和气化炉气流变化的影响。该一维稳态模型考虑了热解、燃烧和气化反应动力学,以及气化炉和热集成系统内发生的传输现象。由于每个区域的反应器或加热系统具有不同的几何形状,因此气化炉被分为四个区域来求解常微分方程(ODEs)。物料和能量平衡常微分方程以边界值问题(BVP)的形式求解,确保反应器底部生产气体的条件与用于加热的逆流环形气体的条件相匹配。该模型还考虑了利用相关发动机排出的废气对生物质进行预热的问题,该发动机用于利用产气发电。该模型预测了工艺气体的温度、流速和成分,并使用不同的控制输入进行了两次实验验证。模型预测结果与数据吻合。进料水分最高的模拟结果显示反应器温度较低,而空气流量最大的模拟结果显示反应器温度最高。
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引用次数: 0
Exploring the biorefinery potential of sweet potato crop residues through torrefaction and pyrolysis: Processing of leaves, stems, and peel 通过焙烧和热解探索甘薯作物残渣的生物精炼潜力:叶、茎和皮的加工
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-06-29 DOI: 10.1016/j.biombioe.2024.107293
Débora Gonçalves Carvalho, Júlia Nicolao Piacentini, Luciane Ferreira Trierweiler, Jorge Otávio Trierweiler

The utilization of neglected agro-industrial waste is essential for mitigating environmental impacts. This study aims to characterize the products of using sweet potato peels, leaves and stems via pyrolysis and torrefaction techniques. Additionally, the study examined the impact of the torrefaction pre-treatment on pyrolysis products. Solid, liquid, and gaseous products were characterized. Results indicated that torrefaction pre-treatment increased biochar yield but diminished bio-oil and gas yields. Thermal treatments had minimal impact on the specific surface area of formed solids and biochars. Bio-oils showed a proclivity towards basicity with increasing temperature. Phenols predominated in the organic fraction of bio-oils, with torrefaction pre-treatment resulting in reduced alcohol and increased hydrocarbon concentration. Gas composition revealed elevated CO2 levels during torrefaction, while torrefaction pre-treatment amplified CH4 concentration. These findings suggest potential for extracting chemical inputs like phenolic resins and biocides from sweet potato waste bio-oils, though further treatments are required for effective solid adsorption.

利用被忽视的农用工业废物对减轻环境影响至关重要。本研究旨在通过热解和焙烧技术分析利用甘薯皮、叶和茎的产品特征。此外,该研究还考察了热解预处理对热解产品的影响。对固体、液体和气体产品进行了表征。结果表明,预处理提高了生物炭的产量,但降低了生物油和气体的产量。热处理对形成的固体和生物炭的比表面积影响很小。随着温度的升高,生物油显示出碱性倾向。生物油的有机部分以酚类为主,预处理导致酒精含量降低,碳氢化合物浓度升高。气体成分显示,在热解过程中二氧化碳浓度升高,而热解预处理则使甲烷浓度升高。这些研究结果表明,从甘薯废生物油中提取酚醛树脂和生物杀灭剂等化学物质具有潜力,但需要进一步处理才能实现有效的固体吸附。
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引用次数: 0
Synthesis of ultrafine Mo2N particles supported on N doped carbon material for guaiacol hydrodeoxygenation 在掺杂 N 的碳材料上合成用于愈创木酚加氢脱氧的超细 Mo2N 粒子
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-06-27 DOI: 10.1016/j.biombioe.2024.107289
Chenglong Wen , Shuning Li , Peng Zhang , Mohong Lu , Jie Zhu , Mingshi Li , Chunshan Song

A series of Mo2N particles supported on nitrogen-doped carbon (Mo2N@NC) catalysts for guaiacol hydrodeoxygenation were synthesized in situ through a one-step method employing dopamine as C and N resources and ammonium molybdate as Mo resource, respectively. During synthesis, molybdate ions are adsorbed on dopamine because of a complexation between them; then dopamine/molybdate ions/TMB/F127 nanoemulsions are formed. After polymerization, growth, drying, and carbonization, Mo2N particles supported on nitrogen-doped carbon catalysts are obtained. Because of the interaction between Mo and N, Mo2N particles are anchored onto the support, preventing the aggregation of Mo2N during carbonization. As a result, ultrafine Mo2N particles with a size of 1.0–1.3 nm are highly dispersed on Mo2N@NC catalysts. The guaiacol hydrodeoxygenation for these Mo2N@NC catalysts was performed at 280–380 °C, a H2 flow rate of 80 mL/min and different pressures and weight hourly space velocities. Among them, Mo2N@NC with a Mo2N loading of 40 % presents the highest guaiacol conversion (99.9 %) and aromatic hydrocarbon selectivity (80.2 %), which is also better than Mo2N/C with a Mo2N loading of 40 % prepared by the wet impregnation method.

以多巴胺为C和N资源,钼酸铵为Mo资源,通过一步法原位合成了一系列支撑在掺氮碳(MoN@NC)上的愈创木酚加氢脱氧催化剂。在合成过程中,钼酸铵离子吸附在多巴胺上,形成多巴胺/钼酸铵离子/TMB/F127 纳米乳液。经过聚合、生长、干燥和碳化,得到了支撑在掺氮碳催化剂上的 MoN 粒子。由于 Mo 和 N 之间的相互作用,MoN 颗粒被固定在载体上,从而防止了 MoN 在碳化过程中的聚集。因此,粒径为 1.0-1.3 纳米的超细 MoN 颗粒高度分散在 MoN@NC 催化剂上。这些 MoN@NC 催化剂的愈创木酚加氢脱氧反应是在 280-380 °C、80 mL/min 的氢气流速、不同的压力和重量小时空间速度下进行的。其中,MoN 负载为 40% 的 MoN@NC 的愈创木酚转化率(99.9%)和芳香烃选择性(80.2%)最高,也优于湿浸渍法制备的 MoN 负载为 40% 的 MoN/C。
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引用次数: 0
Data analysis and machine learning aided integrated catalyst activity and process modelling for selective H2 production from biomass gasification 数据分析和机器学习辅助生物质气化选择性制取 H2 的催化剂活性和工艺综合建模
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-06-27 DOI: 10.1016/j.biombioe.2024.107291
Swetha Karka , Reddi Kamesh

Hydrogen energy derived through biomass gasification is considered as one of the most sorted sustainable sources of renewable energy. This process enhances the H2 production from biomass in the presence of specific catalysts. Among different kinds of models that have been employed for this process, ML models adept at approximating non-linear functions and facilitate outcome prediction without detailed mathematical descriptions. Thus, the current work focuses on understanding structural-composition-operating-target property relationships, and integrated catalyst and process modelling using ML framework for thermo-catalytic biomass gasification to H2 production, and demonstrates outliers handling, data normalization for efficient handling of data-driven modelling with non-linear database. Linear, tree-based, kernel-based, and ANN models were developed with 589 datapoints screened from the 59 relevant papers with 24 inputs and 4 outputs (H2, CO, CO2, and CH4 as vol. %). Performance of these models are evaluated through 5-fold cross-validation and test data with the help of statistical measures. ANN with Basian-regularization learning algorithm using tan-sigmoid activation function in both layers, resulted superior performance in prediction of H2 production (RMSE = 6.85 & R2 = 0.80) and other output gases with high accuracy (i.e., minimum deviation from experimental data) compared to other ML models. Further, using the best ML model, input contribution and PDP analysis were performed to interpret the significance of predominate input parameters affecting on the product composition. Feature contribution analysis reveals that temperature, S/B ratio, catalyst support type, and sulphur content in biomass are significant parameters for enhancing H2 production from catalytic-biomass gasification, and PDP analysis discloses their optimal operating region.

通过生物质气化产生的氢能被认为是最有分类的可持续可再生能源之一。在特定催化剂的作用下,这一过程可提高生物质的氢气产量。在该过程所采用的各种模型中,ML 模型善于近似非线性函数,无需详细的数学描述即可进行结果预测。因此,当前工作的重点是理解结构-组成-操作-目标特性之间的关系,并使用 ML 框架为热催化生物质气化制氢建立催化剂和过程综合模型,同时演示异常值处理和数据归一化,以便有效处理非线性数据库的数据驱动建模。利用从 59 篇相关论文中筛选出的 589 个数据点开发了线性模型、树型模型、核模型和 ANN 模型,这些模型有 24 个输入和 4 个输出(H、CO、CO 和 CH 的体积百分比)。这些模型的性能通过 5 倍交叉验证和测试数据进行了统计评估。与其他 ML 模型相比,采用 Basian-regularization 学习算法并在两层中使用 tan-sigmoid 激活函数的 ANN 在预测 H 产量(RMSE = 6.85 和 R = 0.80)和其他输出气体方面具有更高的准确性(即与实验数据的偏差最小)。此外,利用最佳 ML 模型,还进行了输入贡献和 PDP 分析,以解释影响产品成分的主要输入参数的重要性。特征贡献分析表明,温度、S/B 比、催化剂载体类型和生物质中的硫含量是提高催化生物质气化产生 H2 的重要参数,而 PDP 分析则揭示了它们的最佳操作区域。
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引用次数: 0
Biogas production performance using soybean residue and hydrothermal pretreated food waste hydrolysate in a continuously anaerobic two-stage pilot plant 在连续厌氧两级试验工厂中使用大豆残渣和经过热液预处理的食物垃圾水解物的沼气生产性能
IF 5.8 2区 生物学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2024-06-26 DOI: 10.1016/j.biombioe.2024.107295
Tsung-Hsien Chen , Chiung-Hao Tseng , Chen-Yeon Chu , Francesco Petracchini

In this study, a continuously anaerobic two-stage pilot plant was established for bioenergy production, comprising 5 major pieces of equipment: a mixing tank, 1st anaerobic digester (AD), 2nd AD, sediment tank, aeration tank, and final sediment tank, all operating at ambient conditions. The operation of the continuously anaerobic two-stage pilot plant was automatically controlled by a programmable logic controller (PLC) using a designed control logic concept to set the hydraulic retention time (HRT) and inlet substrate concentration. The organic loading rate, pretreatment of hydrolysis pressure, and microbial community analysis were investigated for their effects on biogas production performance using different substrates: soybean residue (SR) and food waste hydrolysate (FWH), respectively. It was found that the peaks of biogas production rate on daily volumetric feeding were 1.20 m³·m⁻³·d⁻1, and the biogas yield on VS added was 760 dm³·kg⁻1 from food waste hydrolysate with a pretreatment hydrolysis pressure of 10 kg cm⁻2, at an OLR in COD concentration of 3.56 kg m⁻³·d⁻1, and an HRT of 11 days, respectively. The Methanobrevibacter genus was found to be abundant in the 1st AD, approximately 6.7 times more abundant than in the 2nd AD. The continuous anaerobic two-stage pilot plant was properly examined for its application in treating food waste and soybean residue with the goal of obtaining renewable bioenergy.

本研究建立了一个用于生物能源生产的连续厌氧两级试验工厂,由 5 个主要设备组成:混合罐、一级厌氧消化器 (AD)、二级厌氧消化器、沉淀池、曝气池和最终沉淀池,所有设备均在环境条件下运行。连续厌氧两级试验工厂的运行由可编程逻辑控制器(PLC)自动控制,采用设计的控制逻辑概念来设定水力停留时间(HRT)和入口基质浓度。分别使用不同的基质:大豆残渣(SR)和食物垃圾水解物(FWH),研究了有机物负载率、水解压力预处理和微生物群落分析对沼气生产性能的影响。研究发现,在 COD 浓度为 3.56 kg m-³-d- 的 OLR 和 11 天的 HRT 条件下,食物垃圾水解物在预处理水解压力为 10 kg cm- 时的沼气生产率峰值为 1.20 m³-m-³-d-,添加 VS 时的沼气产量为 760 dm³-kg-。在第一级厌氧消化器中发现了大量的藻类,大约是第二级厌氧消化器的 6.7 倍。对连续厌氧两级试验工厂进行了适当考察,以确定其在处理食物垃圾和大豆残渣方面的应用,目的是获得可再生生物能源。
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引用次数: 0
Algal biomass based bio-refineries: Concurrent pre-treatment strategies and perspectives for sustainable feedstock 基于藻类生物质的生物炼油厂:同时预处理战略和可持续原料的前景
IF 5.8 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-21 DOI: 10.1016/j.biombioe.2024.107278
Uday Shashikumar , Kumar Rakesh Ranjan , Ankit Sharma , Naina , Balaji Subramanian , Pei-Chien Tsai , Yuan-Chung Lin , Chyi-How Lay , Chin-Tsan Wang , Shelly Biswas , Vinoth Kumar Ponnusamy

The quest for viable and scalable biofuel sources has been at the forefront of scientific innovation for the past three decades. Due to its rich chemical constituents, microalgal biomass has emerged as a pivotal sustainable and scalable feedstock for biorefineries. This comprehensive review critically analyzes the different types of microalgae feedstock, concurrent extraction technologies, bio-pre-treatment procedures, and the key chemical and physical parameters influencing lipid formation and algal biofuel production. We propose a novel approach of photo-initiated culturing of algal biomass using photobioreactors (PBRs) to address the limitations of concurrent space and time-related constraints. The innovative photo bio-refinery strategy presented herein aims to enhance sustainability factors while minimizing emissions, catering to the needs of futuristic non-electric vehicles. A comparative quality analysis of microalgae-derived biofuel against conventional fossil fuels and other biofuels is conducted, considering chemical, environmental, economic, and social perspectives. Furthermore, we elucidate the efficacy of bio-pre-treatment strategies such as dehydration, hydrothermal liquefaction, pyrolysis, and gasification in optimizing biofuel production. The proposed photo biorefineries exhibit the potential to yield a diverse range of value-added products, including biodiesel, biogases, bio-fertilizers, bio-pesticides, bio-alcohols, dyes, proteins, carotenoids, and drug vitals. This review provides a comprehensive framework for the development of sustainable and efficient microalgae-based biorefineries, paving the way for a greener and more economically viable future in the biofuel industry.

在过去的三十年里,寻求可行的、可扩展的生物燃料来源一直是科学创新的前沿。由于含有丰富的化学成分,微藻生物质已成为生物炼油厂的一种重要的可持续和可扩展的原料。本综述对不同类型的微藻原料、同时提取技术、生物预处理程序以及影响脂质形成和藻类生物燃料生产的关键化学和物理参数进行了批判性分析。我们提出了一种利用光生物反应器(PBRs)进行藻类生物质光诱导培养的新方法,以解决同时进行的空间和时间限制问题。本文提出的创新光生物炼制战略旨在提高可持续发展因素,同时最大限度地减少排放,满足未来非电动汽车的需求。我们从化学、环境、经济和社会角度出发,对微藻衍生生物燃料与传统化石燃料和其他生物燃料进行了质量比较分析。此外,我们还阐明了脱水、水热液化、热解和气化等生物预处理策略在优化生物燃料生产方面的功效。拟议的光生物炼制厂具有生产多种增值产品的潜力,包括生物柴油、生物气体、生物肥料、生物农药、生物酒精、染料、蛋白质、类胡萝卜素和药物活性物质。这篇综述为开发可持续、高效的微藻生物炼制厂提供了一个全面的框架,为生物燃料工业更环保、更经济可行的未来铺平了道路。
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引用次数: 0
Rapid and high-throughput determination of sorghum (Sorghum bicolor) biomass composition using near infrared spectroscopy and chemometrics 利用近红外光谱和化学计量学快速、高通量测定高粱(Sorghum bicolor)的生物质成分
IF 6 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-19 DOI: 10.1016/j.biombioe.2024.107276
Md Wadud Ahmed , Carlos A. Esquerre , Kristen Eilts , Dylan P. Allen , Scott M. McCoy , Sebastian Varela , Vijay Singh , Andrew D.B. Leakey , Mohammed Kamruzzaman

Compositional characterization of biomass is vital for the biofuel industry. Traditional wet chemistry-based methods for analyzing biomass composition are laborious, time-consuming, and require extensive use of chemical reagents as well as highly skilled personnel. In this study, near-infrared (NIR) spectroscopy was used to quickly assess the composition of above-ground vegetative biomass from 113 diverse, photoperiod-sensitive, biomass-type sorghum (Sorghum bicolor) accessions cultivated under field conditions in Central Illinois. Biomass samples were analyzed using NIR spectra collected in the spectral range of 867–2536 nm, with their chemical compositions determined following the National Renewable Energy Laboratory (NREL) protocol. Advanced spectral pre-treatment and band selection techniques were utilized to develop calibration models using partial least squares regression (PLSR). The models' effectiveness was assessed through cross-validation and independent data tests. The predictions for moisture, ash, extractives, glucan, xylan, acid-soluble lignin (ASL), acid-insoluble lignin (AIL), and total lignin were accurate and reliable, demonstrating the capability of NIR spectroscopy to provide rapid and precise characterization of sorghum biomass. The results demonstrated that NIR spectroscopy is an efficient tool for rapidly characterizing sorghum biomass, making it a sustainable option for screening desirable feedstock for biofuel or bioproduct production.

生物质的成分表征对生物燃料工业至关重要。传统的基于湿化学的生物质成分分析方法费时费力,需要大量化学试剂和高技能人才。本研究利用近红外光谱快速评估了伊利诺伊州中部田间条件下栽培的 113 种不同的、对光周期敏感的生物质型高粱(Sorghum bicolor)地上植被生物量的组成。生物质样本使用在 867-2536 纳米光谱范围内采集的近红外光谱进行分析,并按照美国国家可再生能源实验室(NREL)的规程测定其化学成分。利用先进的光谱预处理和波段选择技术,使用偏最小二乘法回归 (PLSR) 建立了校准模型。通过交叉验证和独立数据测试评估了模型的有效性。对水分、灰分、萃取物、葡聚糖、木聚糖、酸溶性木质素(ASL)、酸不溶性木质素(AIL)和总木质素的预测准确可靠,证明了近红外光谱技术能够快速、精确地表征高粱生物质。研究结果表明,近红外光谱仪是快速表征高粱生物质的有效工具,使其成为筛选生物燃料或生物产品生产所需原料的可持续选择。
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Biomass & Bioenergy
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