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Advancing Anaerobic Digestion of Biodiesel Byproducts: A Comprehensive Review 生物柴油副产物厌氧消化研究进展综述
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-01-21 DOI: 10.1007/s12155-025-10820-4
Blen W. Gebreegziabher, Amare A. Dubale, Muyiwa S. Adaramola, John Morken

The energy crisis, climate change, and insufficient waste management practices are compelling factors driving research into sustainable waste-to-resource technologies. Anaerobic digestion, aiming to recover energy and nutrients from organic waste, aligns with the circular economy's principles. This paper provides a comprehensive overview of utilizing biodiesel byproducts for biogas production, exploring techniques for enhancing biogas yield and addressing associated challenges. Assessing the potential of biodiesel byproducts highlights their environmental sustainability and economic viability for biogas production. Non-edible seed cake, rich in nutrients, shows promise for significant biogas yield. Additionally, crude glycerol, easily biodegradable, is identified as a promising co-digester, aiding in digesting recalcitrant substrates. Empirical data reveals remarkable methane yield boosts, ranging from 14 to 226% when co-digesting with crude glycerol. Moreover, the resulting digestate enhances soil fertility, promoting healthier plant growth and productivity. Challenges in anaerobic digestion, such as substrate C/N ratio imbalance and recalcitrance, necessitate strategies like substrate pretreatment and co-digestion with compatible materials to optimize biogas yield. Furthermore, advancements in anaerobic digestion technologies are crucial for effectively converting biodiesel wastes into biogas. Additionally, interdisciplinary investigations, including techno-economic analysis, lifecycle assessment, and sensitivity analysis, are vital to enhance and validate the feasibility of anaerobic digestion for biodiesel byproducts. This review serves as a valuable resource for future utilization of biodiesel byproducts for biogas production.

能源危机、气候变化和废物管理实践不足是推动可持续废物转化为资源技术研究的重要因素。厌氧消化旨在从有机废物中回收能量和营养物质,符合循环经济的原则。本文全面概述了利用生物柴油副产品生产沼气,探索提高沼气产量和解决相关挑战的技术。生物柴油副产品的潜力评估强调了其环境可持续性和沼气生产的经济可行性。不可食用的种子饼,营养丰富,有望显著的沼气产量。此外,易生物降解的粗甘油被认为是一种很有前途的共消化剂,有助于消化难降解的底物。经验数据显示,当与粗甘油共消化时,甲烷产量显著提高,从14%到226%不等。此外,由此产生的消化物提高了土壤肥力,促进了更健康的植物生长和生产力。厌氧消化面临的挑战,如底物C/N比例失衡和顽固性,需要采取底物预处理和与兼容材料共消化等策略来优化沼气产量。此外,厌氧消化技术的进步对于有效地将生物柴油废物转化为沼气至关重要。此外,包括技术经济分析、生命周期评估和敏感性分析在内的跨学科研究对于提高和验证生物柴油副产品厌氧消化的可行性至关重要。为今后利用生物柴油副产品生产沼气提供有价值的资源。
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引用次数: 0
Understanding the Effects of Ash Content on Various Pretreatment Technologies for the Bioconversion of Corn Stover 灰分含量对玉米秸秆生物转化预处理工艺影响的研究
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-01-20 DOI: 10.1007/s12155-024-10815-7
Fitria, Adarsh Kumar, Libing Zhang, Jian Liu, Widya Fatriasari, Bin Yang

The study aimed to examine the effects of adding biomass ash on the biochemical processes involved in fermentable sugar production. Corn stover was pretreated using several methods—hot water, dilute acid, alkaline, γ-valerolactone, and ionic liquid methods, each examined with ash loadings of 7.18% and 21.07%. The findings demonstrated that increased ash content adversely affected both pretreatment and enzymatic hydrolysis. Specifically, the total sugar yield was 3 to 16% lower at the higher ash content across all pretreatment methods, and up to 4.01% lower during enzymatic hydrolysis. For acidic pretreatment, the sugar yield decreased as ash content increased. In contrast, ash content had a lesser impact on alkaline pretreatment compared to acidic pretreatment. For example, using corn stover with an ash content as high as 22.65% resulted in only a 2.90% decrease in total sugar yield compared to corn stover without added ash. The primary reasons for the reduced sugar yield in higher ash biomass during acidic pretreatments were likely the neutralizing effect of the ash and decreased acid access to the substrates. During enzymatic hydrolysis, ash reduced the sugar yield by limiting enzyme access to cellulose.

该研究旨在研究添加生物质灰对可发酵糖生产中生化过程的影响。采用热水法、稀酸法、碱性法、γ-戊内酯法和离子液体法对玉米秸秆进行预处理,各预处理方法的灰分负荷分别为7.18%和21.07%。结果表明,灰分含量的增加对预处理和酶解都有不利影响。具体而言,在所有预处理方法中,高灰分含量的总糖收率降低了3 - 16%,酶水解的总糖收率降低了4.01%。酸性预处理时,糖得率随灰分含量的增加而降低。与酸性预处理相比,灰分含量对碱性预处理的影响较小。例如,使用灰分高达22.65%的玉米秸秆,与未添加灰分的玉米秸秆相比,总糖产量仅下降2.90%。在酸性预处理过程中,高灰分生物质的糖产量降低的主要原因可能是灰分的中和作用和酸进入基质的减少。在酶解过程中,灰分通过限制酶接近纤维素来降低糖的产量。
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引用次数: 0
Comparative Carbonization Study of Pyrolyzed Biomass: New Insights Into the Structure and Composition Evolution of Biochar 生物质热解比较碳化研究:生物炭结构与组成演化的新认识
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-01-20 DOI: 10.1007/s12155-025-10819-x
Tao Wei, Haoqun Hong, Haiyan Zhang, Fangji Wu

This study investigates the structural and functional transformation of biochar derived from eucalyptus wood powder, rice bran, and bagasse under pyrolysis temperatures of 500 °C, 700 °C, and 900 °C. Using BET, XRD, Raman, FTIR, and particle size analysis, we quantified changes in porosity, crystallinity, and surface chemistry. BET analysis revealed that the highest specific surface area was observed at 500 °C, with eucalyptus biochar achieving 243.2 m2/g. However, at 900 °C, mesopore and macropore formation dominated, with a notable decrease in surface area. XRD and Raman data showed increased graphitization at higher temperatures, with eucalyptus biochar exhibiting the greatest graphitic structure at 900 °C. FTIR results indicated a significant reduction in functional groups at elevated temperatures, enhancing the biochar’s aromatic stability. Resistivity measurements showed a decrease in resistivity, with the resistivity of eucalyptus biochar after 900 °C pyrolysis and ball milling being as low as 0.0196 Ω/cm under 27.3 MPa pressure test, indicating its strong potential in conductive applications. These findings provide quantitative insights into optimizing biochar properties for environmental and energy applications.

本研究考察了桉树木粉、米糠和甘蔗渣在500℃、700℃和900℃热解温度下生物炭的结构和功能转化。通过BET, XRD, Raman, FTIR和粒度分析,我们量化了孔隙度,结晶度和表面化学的变化。BET分析显示,500℃时比表面积最高,尤加利生物炭达到243.2 m2/g。然而,在900°C时,中孔和大孔的形成占主导地位,表面积显著减少。XRD和Raman数据表明,温度越高,石墨化程度越高,桉树生物炭在900℃时石墨化程度最高。FTIR结果表明,在高温下,官能团显著减少,增强了生物炭的芳香稳定性。电阻率测量结果表明,桉木生物炭经900℃热解球磨后,在27.3 MPa压力下电阻率低至0.0196 Ω/cm,具有较强的导电应用潜力。这些发现为优化生物炭的环境和能源应用特性提供了定量的见解。
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引用次数: 0
Effect of Pretreatment on the Pyrolysis Kinetics of Corn Stalk: Comparison of Inert, Oxidative, and Wet Torrefaction 预处理对玉米秸秆热解动力学的影响:惰性、氧化和湿法热解的比较
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-12-28 DOI: 10.1007/s12155-024-10811-x
Haolei Gao, Deli Zhang, Zhenfei Liu, Fang Wang, Xiaohong Su, Wei Liu, Weiming Yi

This study compared the pyrolysis behaviors of corn stalk (CS) and its torrefied biomass after inert torrefaction (IT), oxidative torrefaction (OT), and wet torrefaction (WT), focused on the kinetic parameters and reaction mechanisms. Inert and oxidative torrefaction reduced volatile matter while increasing ash content and fixed carbon. Wet torrefaction reduced both volatile matter and ash content while increasing fixed carbon. Three pretreatment methods decreased oxygen content, increased carbon content, and had a higher heating value. The materials were pyrolyzed in a thermogravimetric analyzer. For CS, the average activation energy (E) values calculated by the Flynn–Wall–Ozawa and Kissinger–Akahira–Sunosen methods were 62.5 and 60.07 kJ/mol. IT and WT showed increased trend, with values of 81.58, 81.48 kJ/mol and 69.75, 67.58 kJ/mol respectively. Conversely, OT decreased with the E values of 57.39 and 56.2 kJ/mol. Pyrolysis was divided into two stages based on various conversion rates (α) using Malek and Coats–Redfern methods. When α was below 0.5, a one-dimensional diffusion mathematical model described the pyrolysis process. When α was beyond 0.5, the pyrolysis of CS conformed to the cylindrical symmetric three-dimensional diffusion mathematical model, while IT, OT, and WT better fit the spherical symmetric three-dimensional diffusion mathematical model. However, the torrefaction atmosphere’s impact on the pyrolysis kinetic mechanism was limited, exhibiting no alterations in the diffusion model. Different torrefaction samples demonstrated a degree of homogeneity, considering the lower pretreatment temperatures and the economic feasibility of torrefaction atmospheres in oxidative torrefaction, coupled with the lowest activation energy of oxidative torrefaction products indicating more efficient pyrolysis, oxidative torrefaction was recommended as the torrefaction pretreatment process before pyrolysis engineering.

本研究比较了玉米秸秆(CS)及其热解生物质经过惰性热解(IT)、氧化热解(OT)和湿法热解(WT)后的热解行为,重点研究了其动力学参数和反应机理。惰性和氧化焙烧降低了挥发分,增加了灰分含量和固定碳。湿焙烧降低了挥发分和灰分含量,同时增加了固定碳。三种预处理方法均降低了氧含量,提高了碳含量,热值较高。这些材料在热重分析仪中进行了热解。对于CS,采用Flynn-Wall-Ozawa和Kissinger-Akahira-Sunosen方法计算的平均活化能(E)值分别为62.5和60.07 kJ/mol。IT和WT分别为81.58、81.48 kJ/mol和69.75、67.58 kJ/mol,呈增加趋势。相反,OT降低,E值分别为57.39和56.2 kJ/mol。采用Malek法和Coats-Redfern法根据不同的转化率(α)将热解分为两个阶段。α < 0.5时,热解过程采用一维扩散数学模型。α > 0.5时,CS的热解符合圆柱对称三维扩散数学模型,而IT、OT和WT更符合球面对称三维扩散数学模型。然而,焙烧气氛对热解动力学机制的影响有限,扩散模型没有改变。不同的热解样品表现出一定程度的均一性,考虑到氧化焙烧过程中较低的预处理温度和焙烧气氛的经济可行性,再加上氧化焙烧产物的活化能较低,表明热解效率更高,因此推荐氧化焙烧作为热解工程前的焙烧预处理工艺。
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引用次数: 0
The Latent Potential of Agricultural Residues in Circular Economy: Quantifying their Production Destined for Prospective Energy Generation Applications 农业残留物在循环经济中的潜在潜力:量化其产量,用于未来的能源生产应用
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-12-21 DOI: 10.1007/s12155-024-10814-8
Stamatia Skoutida, Apostolos Malamakis, Dimitrios Geroliolios, Christos Karkanias, Lefteris Melas, Maria Batsioula, Georgios F. Banias

Residual biomass from agriculture is a highly promising resource for sustainable energy production. Its abundant generation and accurate estimation are essential for the development and implementation of efficient utilization strategies. However, the calculations proposed in the existing literature are often contradictory or exhibit impractically wide range. This study compiles residual biomass indices for cereal, oil, industrial, and arboreal crops. By evaluating and processing these indices, a refined set of modified indices is presented to enhance existing methodologies for calculating agricultural residues. The methodology establishes lower, average and upper bound scenarios for the residual biomass of selected crops and is applied to Greece to estimate its energy production potential. The findings suggest that Greece generates approximately 5.5 million tons of agricultural residues annually, ranging from 4.5 million tons (lower-bound) to 6.6 million tons (upper-bound). This biomass has the potential to produce 70,730 TJ of energy, corresponding to 8.4% of the country’s energy demands, with energy potential ranging between 55,644 and 82,635 TJ. The most noteworthy crops include olive trees, cotton, maize, vineyards and wheat since they account for 82% of the total estimated energy. Spatial analysis conducted at NUTS-2 and NUTS-3 levels highlights the Regions of Central Macedonia and Thessaly as having substantial potential for residual biomass to support energy conversion strategies.

农业剩余生物质是一种极具潜力的可持续能源生产资源。其丰富的生成量和准确的估算对于制定和实施高效利用战略至关重要。然而,现有文献中提出的计算方法往往相互矛盾或范围过大。本研究汇编了谷物、油料、工业和树木作物的残余生物量指数。通过评估和处理这些指数,提出了一套完善的修正指数,以改进现有的农业残留物计算方法。该方法为选定作物的残余生物量确定了下限、平均值和上限方案,并应用于希腊,以估算其能源生产潜力。研究结果表明,希腊每年产生约 550 万吨农业残留物,从 450 万吨(下限)到 660 万吨(上限)不等。这些生物质具有生产 70,730 太焦耳能源的潜力,相当于全国能源需求的 8.4%,能源潜力在 55,644 到 82,635 太焦耳之间。最值得注意的作物包括橄榄树、棉花、玉米、葡萄园和小麦,因为它们占估计能源总量的 82%。在 NUTS-2 和 NUTS-3 层次上进行的空间分析表明,中马其顿和塞萨利地区在剩余生物质方面具有巨大潜力,可支持能源转换战略。
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引用次数: 0
Performance Study of a Woody Downdraft Gasifier: Numerical Investigation and Experimental Validation 木质下气流气化炉的性能研究:数值研究与实验验证
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-12-12 DOI: 10.1007/s12155-024-10807-7
Md. Sanowar Hossain, Showmitro Bhowmik, Mujahidul Islam Riad, Md. Golam Kibria, Barun K. Das, Sanjay Paul

Biomass gasification is an established and widely utilized renewable energy system. The research work aims to develop and construct a downdraft gasifier to investigate gasifier performance. The gasifier’s performance and cold gas efficiency were calculated for three volumetric airflow rates: 7.16 m3/h, 5.97 m3/h, and 4.78 m3/h. The efficiency was found maximum of 69.6% for an airflow rate of 7.16 m3/h. The oxidation zone and neck region of the gasifier reactor had the maximum recorded temperatures of 845 °C and 823 °C for Swietenia macrophylla (SM) and Mangifera indica (MI), respectively. A two-dimensional computational fluid dynamics (CFD) model for a downdraft gasifier was also developed using ANSYS/FLUENT software. The simulation results provided valuable insights into thermal characteristics and the gasification process taking place inside the gasifier. Taking into account the introduction of wood at a rate of 6.2 kg/h and the flow of air at a rate of 7.16 m3/h, predictions were made about the composition of syngas, and subsequently, validation of the model was conducted with experimental data. The simulation study visually represents the gasification process, illustrating the distribution of velocity and the contours of carbon monoxide, carbon dioxide, and hydrogen within the gasifier.

生物质气化是一种成熟且应用广泛的可再生能源系统。本研究的目的是开发和建造一个下吸式气化炉,以研究气化炉的性能。计算了7.16 m3/h、5.97 m3/h和4.78 m3/h三种容积气流速率下气化炉的性能和冷气效率。当风速为7.16 m3/h时,效率最高可达69.6%。大叶甜菊(SM)和芒果(MI)的氧化区和颈部的最高记录温度分别为845°C和823°C。利用ANSYS/FLUENT软件建立了下吸式气化炉的二维计算流体动力学模型。模拟结果为气化炉内的热特性和气化过程提供了有价值的见解。考虑到木材以6.2 kg/h的速度引入,空气以7.16 m3/h的速度流动,对合成气的组成进行了预测,随后用实验数据对模型进行了验证。模拟研究直观地表示了气化过程,说明了气化炉内的速度分布和一氧化碳、二氧化碳和氢气的轮廓。
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引用次数: 0
Economic and Environmental Analyses of Biodiesel Production Processes From Unused Low-grade Oil 利用未使用的低品位油生产生物柴油的经济和环境分析
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-12-10 DOI: 10.1007/s12155-024-10805-9
Semie Kim, Pyeong-Gon Jung, Young-Il Lim, Youn Kim, Youngdo Yang, Sang Tae Park

Two two-step transesterification processes are presented for biodiesel (BD) production from 300 t/d unused low-grade oil (LGO) with 24.5 wt% of free fatty acid (FFA). Acid-catalyzed (case 1) and enzymatic (case 2) esterifications were used for FFA reduction. The FFA in LGO was converted into fatty acid methyl esters (FAME) by H2SO4-catalyzed esterification (case 1) or transformed into sodium salts (soap) via a neutralization reaction with NaOH (case 2). In case 2, FFA was separated from soap and transformed into monoesters via enzymatic esterification. The two de-acidification processes decreased the FFA content of LGO to 0.5 wt%, enabling the production of 294 t-BD/d through subsequent alkali-catalyzed transesterification. Case 2, using an enzyme, was proposed to reduce the concentration of H2SO4, resulting in less corrosion to downstream equipment. The total production cost of case 2 ($62 million/y) was 32% higher than that of case 1 ($47 million/y) because of the greater consumption of CH3OH, H2SO4, NaOH, and enzyme during FFA reduction. The total capital investment for case 2 ($41 million) exceeded that of case 1 ($31 million). Consequently, the minimum fuel selling price of case 2 (0.58 $/kg-BD) is higher than that of case 1 (0.42 $/kg-BD). The net CO2 emissions reduction of the produced BD is 2.47 kg-CO2/kg-BD for case 1 and 2.34 kg-CO2/kg-BD for case 2. Given the variability in the acidity and composition of the feedstocks, future studies should include comparative economic and environmental analyses of various raw materials.

Graphical Abstract

介绍了以300吨/天未使用的低品位油(LGO)和24.5%的游离脂肪酸(FFA)为原料生产生物柴油(BD)的两步酯交换工艺。酸催化(病例1)和酶催化(病例2)酯化反应用于FFA还原。LGO中的FFA通过h2so4催化酯化反应转化为脂肪酸甲酯(FAME)(案例1)或通过NaOH中和反应转化为钠盐(肥皂)(案例2)。案例2从肥皂中分离FFA,通过酶促酯化反应转化为单酯。两种脱酸工艺将LGO的FFA含量降低至0.5 wt%,通过随后的碱催化酯交换反应,使产量达到294 t-BD/d。案例2采用一种酶来降低H2SO4的浓度,从而减少对下游设备的腐蚀。案例2的总生产成本(6200万美元/年)比案例1(4700万美元/年)高32%,因为在FFA还原过程中CH3OH、H2SO4、NaOH和酶的消耗更多。个案2的总资本投资(4,100万元)超过个案1的总资本投资(3,100万元)。因此,情况2的最低燃料销售价格(0.58美元/公斤- bd)高于情况1的最低燃料销售价格(0.42美元/公斤- bd)。在情况1和情况2中,生产的BD的二氧化碳净减排量分别为2.47 kg-CO2/kg-BD和2.34 kg-CO2/kg-BD。鉴于原料的酸度和组成的可变性,未来的研究应包括各种原料的比较经济和环境分析。图形抽象
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引用次数: 0
Multi-objective Optimization of Pelletized Coffee Silver Skin in Flue Gas Torrefaction for Producing Premium Solid Fuel 咖啡银皮颗粒化烟气焙烧生产优质固体燃料的多目标优化
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-12-06 DOI: 10.1007/s12155-024-10808-6
Kanit Manatura, Supaporn Klinkesorn, Benjapon Chalermsinsuwan, Namfon Samsalee, Sutthipoj Wongrerkdee, Kitipong Jaojaruek, Adisak Pattiya, Jun Li

Coffee silver skin, an organic residue from coffee production, demonstrates low solid fuel characteristics such as low bulk density and heating value, necessitating enhancements for solid fuel applications. Torrefaction in a flue gas environment (5% O2, 15% CO2, and a balance of N2, v/v) is more energy-efficient than inert torrefaction, using recovered flue gas to improve fuel quality and process efficiency. Three input factors were assessed: temperature (200, 250, and 300 °C), residence time (30, 45, and 60 min), and gas media (N2 and flue gas). Four performance metrics were evaluated: energy yield, upgrading energy index, specific energy consumption, and energy-mass co-benefit. Temperature significantly influenced most outcomes, except for energy-mass co-benefit, which was medium-dependent. Optimal torrefaction conditions achieving maximum energy yield (71.48%) and energy-mass co-benefit (5.30%) were identified at 200 °C for 30 min with flue gas. The torrefied material’s properties include moisture content, volatile matter, fixed carbon, and ash content of 3.03%, 69.24%, 27.04%, and 1.01%, respectively. Furthermore, the hydrophobicity of pelletized coffee silver skin notably increased under flue gas conditions, evident by a contact angle greater than 100°, indicating that flue gas torrefaction is a feasible approach for producing high-grade solid fuel.

咖啡银皮是一种来自咖啡生产的有机残留物,具有低固体燃料特性,如低体积密度和热值,需要增强固体燃料的应用。烟气环境中的焙烧(5% O2、15% CO2和N2的平衡,v/v)比惰性焙烧更节能,利用回收的烟气提高燃料质量和工艺效率。评估了三个输入因素:温度(200、250和300°C)、停留时间(30、45和60分钟)和气体介质(N2和烟气)。评估了四项性能指标:能源产量、升级能源指数、特定能源消耗和能源质量协同效益。温度显著影响大多数结果,除了能量质量共同效益,这是中等依赖的。在200°C、30 min的烟气中,确定了获得最大能量产率(71.48%)和能量质量协同效益(5.30%)的最佳焙烧条件。碳化材料的性能为含水率3.03%,挥发物69.24%,固定碳27.04%,灰分1.01%。此外,在烟气条件下,颗粒咖啡银皮的疏水性显著提高,接触角大于100°,表明烟气焙烧是生产高档固体燃料的可行方法。
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引用次数: 0
Enhanced Fractionation of Guava Seed Cake Using Alkali-Catalyzed Ethanol Organosolv Pretreatment 碱催化乙醇有机溶剂预处理番石榴籽饼的强化分馏
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-12-06 DOI: 10.1007/s12155-024-10813-9
Hernán Darío Zamora Zamora, Caroline de Freitas, Daniel Pasquini, Fernando Masarin, Michel Brienzo

This study presents the performance of NaOH-catalized ethanolic organosolv pretreatment on guava seed cake (waste industrially generated after oil extraction process of guava seed) aiming to extract hemicellulose and lignin. The pretreatment assessment also included cellulose conversion to glucose by enzymatic hydrolysis. The pretreatment used NaOH 10 and 60% (m/m), temperatures of 120 and 170 °C, and ethanolic aqueous solution concentrations of 30 and 70%. NaOH concentration was the most significant factor in the extraction yield of hemicelluloses, and the temperature was the most significant in the lignin extraction and cellulose conversion to glucose. At 170 °C, ethanolic aqueous solution concentration of 30%, and NaOH concentration of 60%, the highest yield of extracted hemicellulose was 97.3%. The maximum extraction of lignin (45%) was reached at 170 °C, ethanol aqueous solution concentration of 70%, and NaOH concentration of 60%. The best cellulose conversion to glucose (50.3%) was obtained with material pretreated at 170 °C, ethanol aqueous solution concentration of 30%, and NaOH concentration of 60%. The extracted hemicelluloses presented low molecular weight (14.7–59.3 kDa), and, according to qualitative chemical analysis, the extracted hemicelluloses and lignin showed great correspondence with the commercial ones.

研究了naoh催化乙醇有机溶剂预处理番石榴籽饼(番石榴籽榨油后产生的工业废渣)的性能,以提取半纤维素和木质素。预处理评估还包括纤维素酶解转化为葡萄糖。预处理采用NaOH 10和60% (m/m),温度分别为120和170℃,乙醇水溶液浓度分别为30和70%。NaOH浓度对半纤维素提取率影响最大,温度对木质素提取和纤维素转化为葡萄糖影响最大。在170℃,乙醇水溶液浓度为30%,NaOH浓度为60%的条件下,半纤维素提取率最高为97.3%。在170℃、乙醇水溶液浓度为70%、NaOH浓度为60%的条件下,木质素的最大提取率为45%。在170℃、乙醇水溶液浓度为30%、NaOH浓度为60%的条件下,纤维素转化为葡萄糖的效果最好(50.3%)。所提取的半纤维素分子量低(14.7 ~ 59.3 kDa),定性化学分析表明,所提取的半纤维素和木质素与市售半纤维素具有较好的一致性。
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引用次数: 0
Data-Driven Framework for the Techno-Economic Assessment of Sustainable Aviation Fuel from Pyrolysis 可持续航空燃料热解技术经济评价的数据驱动框架
IF 3.1 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-12-02 DOI: 10.1007/s12155-024-10803-x
Jude A. Okolie, Keon Moradi, Brooke E. Rogachuk, Bala Nagaraju Narra, Chukwuma C. Ogbaga, Patrick U. Okoye, Adekunle A. Adeleke

The aviation sector plays a vital role in global transportation, economic growth, and social integration. However, its rapid expansion has led to increased emissions. Sustainable aviation fuel (SAF) provides a promising solution by offering a clean-burning, renewable alternative to conventional jet fuel. SAF can be produced through various processes and feedstocks, significantly reducing the aviation industry’s environmental footprint. Fast pyrolysis (FP) presents a cost-effective and scalable approach for SAF production due to its low-cost feedstocks, rapid reaction times, and simpler technology. However, estimating the economic viability of FP for SAF production is complex and labor-intensive, requiring detailed process models and numerous assumptions. Furthermore, determining the relationship between feedstock properties and the minimum selling price (MSP) of the fuel can be challenging. To address these challenges, this study developed a data-driven framework for the preliminary estimation of SAF's MSP from FP. Synthetic data was generated using Generative Adversarial Networks (GAN) and Variational Autoencoders (VAE), and hyperparameter optimization was performed using Grid Search to enhance model accuracy and predictions. Five surrogate models were evaluated: linear regression, gradient boost regression (GBR), random forest (RF), extreme boost regression (XGBoost), and elastic net. Among these, GBR and RF showed the most promise, based on metrics such as R2, RMSE, and MAE for both original and synthetic datasets. Specifically, GBR achieved a Train R2 of 0.9999 and a Test R2 of 0.9277, while RF recorded Train and Test R2 scores of 0.9789 and 0.9255, respectively. The use of data from the VAE further improved model accuracy. Additionally, a publicly accessible graphical user interface was developed, enabling researchers to estimate the MSP of SAF based on biomass properties, plant capacity, and location.

航空部门在全球运输、经济增长和社会一体化方面发挥着至关重要的作用。然而,它的快速扩张导致了排放量的增加。可持续航空燃料(SAF)提供了一种清洁燃烧、可再生的替代传统航空燃料的解决方案。SAF可以通过各种工艺和原料生产,大大减少了航空业的环境足迹。快速热解(FP)由于其低成本的原料、快速的反应时间和更简单的技术,为SAF生产提供了一种经济高效且可扩展的方法。然而,估计FP用于SAF生产的经济可行性是复杂和劳动密集型的,需要详细的过程模型和许多假设。此外,确定原料性能与燃料的最低销售价格(MSP)之间的关系可能具有挑战性。为了应对这些挑战,本研究开发了一个数据驱动的框架,用于从FP中初步估计SAF的MSP。使用生成式对抗网络(GAN)和变分自编码器(VAE)生成合成数据,并使用网格搜索进行超参数优化以提高模型的准确性和预测能力。评估了五种替代模型:线性回归、梯度boost回归(GBR)、随机森林(RF)、极限boost回归(XGBoost)和弹性网。其中,基于原始和合成数据集的R2、RMSE和MAE等指标,GBR和RF显示出最有希望的前景。其中,GBR的Train R2为0.9999,Test R2为0.9277,RF的Train和Test R2分别为0.9789和0.9255。使用来自VAE的数据进一步提高了模型的精度。此外,还开发了一个可公开访问的图形用户界面,使研究人员能够根据生物量特性、植物容量和位置估计SAF的MSP。
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BioEnergy Research
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