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Simulation and Optimization of H2, CO, CO2, and CH4 Obtained from the Co-pyrolysis of Date Seeds and Tire Plastic Waste 枣籽与轮胎废塑料共热解H2、CO、CO2和CH4的模拟与优化
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-12-12 DOI: 10.1007/s12155-025-10926-9
Lisandra Rocha-Meneses, Muhammad Shahbaz, Abrar Inayat, Mario Luna-delRisco

Co-pyrolysis of biomass and plastic waste has been identified as a promising strategy for producing higher yields of biochar, bio-oil, and syngas compared to using single feedstocks. However, significant gaps and challenges remain, and further research is still required to improve efficiency of these processes. In this paper Aspen Plus V12® was used to simulate H2, CO, CO2, and CH4 production from the co-pyrolysis of date seeds and tire plastic waste. The flowsheet of the simulation model was composed of a dryer, a water separator, a pyrolizer, a cooler, and a separator. The results were further modelled utilizing the software Design Expert 12 utilizing the explanatory factors temperature (300–500 °C), mixing ratio (0%, 50%, and 100%, where 0% represents only date seeds, 50% represents a 50:50 mixture of tire plastic and date seeds, and 100% represents only tire plastic), and pressure (1 bar, 3 bar, and 5 bar) and four response variables (H2, CO, CO2, and CH4). The main results obtained in this study show that co-pyrolysis of date seeds and tire plastic waste is more beneficial for CO2 (333 kg/hr), and CH4 (283 kg/hr) production, than for CO (27 kg/hr) and H2 (15 kg/hr). The highest amount of H2, CO, and CO2 were obtained at a reaction temperature of 500 °C, pressure of 1 bar, and blending ratio of 100%, while the highest amount of CH4 was obtained at a reaction temperature of 300 °C, pressure of 1 bar, and blending ratio of 0%. These results suggest that it is possible to use co-pyrolysis as a suitable strategy to valorize date seeds and tire plastic waste and produce value-added products, such as CO2, and CH4 that can be used as alternative renewable sources of energy for the transportation, heating, cooling, and electricity sectors.

与使用单一原料相比,生物质和塑料废物的共热解已被确定为生产更高产量的生物炭、生物油和合成气的有前途的策略。然而,重大的差距和挑战仍然存在,仍然需要进一步的研究来提高这些过程的效率。本文采用Aspen Plus V12®模拟了红枣种子和轮胎塑料垃圾共热解产生H2、CO、CO2和CH4的过程。仿真模型的流程由干燥器、水分离器、热解器、冷却器和分离器组成。利用软件Design Expert 12对结果进一步建模,利用解释因素温度(300-500°C),混合比例(0%,50%和100%,其中0%仅代表枣籽,50%代表轮胎塑料和枣籽的50:50混合物,100%仅代表轮胎塑料),压力(1 bar, 3 bar和5 bar)和四个响应变量(H2, CO, CO2和CH4)。本研究的主要结果表明,红枣籽与轮胎塑料废弃物共热解产生的CO2 (333 kg/hr)和CH4 (283 kg/hr)比CO (27 kg/hr)和H2 (15 kg/hr)更有利。反应温度为500℃、压力为1 bar、共混比为100%时,H2、CO和CO2的含量最高;反应温度为300℃、压力为1 bar、共混比为0%时,CH4的含量最高。这些结果表明,使用共热解作为一种合适的策略,可以使枣籽和轮胎塑料废物增值,并产生可作为交通、供暖、制冷和电力部门替代可再生能源的CO2和CH4等增值产品。
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引用次数: 0
Cellulase Production in Bamboo Solid Media using Trichoderma reesei RUT-C30 and its Temperature Dependence 里氏木霉RUT-C30在竹固体培养基中生产纤维素酶及其温度依赖性
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-12-10 DOI: 10.1007/s12155-025-10925-w
Chizuru Sasaki, Maya Sunami, Kazuo Matsuura, Takeshi Omasa

Cellulase production by Trichoderma reesei using bamboo as a solid substrate has not been previously investigated. Thus, the suitability of bamboo as a cellulase production medium in solid-state fermentation was evaluated using T. reesei ATCC56765 (RUT-C30) in this study. On day 7, the cellulase activity (1.9 filter paper unit activity (FPU)/g) with dry bamboo as the medium was lower than that obtained using wheat straw and rice straw solid media. Cellulase activity increased to 3.6 FPU/g in a dry bamboo-wheat bran mixed medium (BWM) at a weight ratio of 1:1 on day 10. Analysis at cultivation temperatures (26 °C, 22 °C, and 18 °C) lower than the optimal temperature (30 °C) revealed the highest cellulase activities of 4.0 and 6.7 FPU/g-dry medium at 22 °C in bamboo and BWM, respectively. Furthermore, the highest β-glucosidase activity of 49.3 U/g-medium was achieved at 22 °C in BWM, which was 13.3-fold higher than that obtained in bamboo medium at 30 °C. Finally, the cellulases produced from the bamboo and BWM media could successfully hydrolyze alkali-treated rice straw and produce ethanol via simultaneous saccharification and fermentation. In conclusion, bamboo represents a suitable medium for cellulase production, and a temperature of 22 °C enhances cellulase production with increased β-glucosidase activity.

以竹子为固体底物的里氏木霉生产纤维素酶的研究尚未见报道。因此,本研究以T. reesei ATCC56765 (RUT-C30)为原料,对竹子作为纤维素酶固体发酵培养基的适宜性进行了评价。第7天,以干竹为培养基的纤维素酶活性(1.9滤纸单位活性(FPU)/g)低于麦秸和稻草固体培养基。在质量比为1:1的干竹麦麸混合培养基(BWM)中,纤维素酶活性在第10天提高到3.6 FPU/g。在低于最佳培养温度(30°C)的26°C、22°C和18°C条件下,竹材和豆粕纤维素酶活性在22°C条件下最高,分别为4.0和6.7 FPU/g。在22℃条件下,BWM培养基中β-葡萄糖苷酶活性最高,为49.3 U/g,比在30℃条件下竹子培养基中β-葡萄糖苷酶活性高13.3倍。最后,以竹子和BWM为培养基制备的纤维素酶通过糖化和发酵的同时,成功地水解碱处理过的稻草并生产乙醇。综上所述,竹子是生产纤维素酶的合适培养基,22°C的温度可以提高纤维素酶的产量,增加β-葡萄糖苷酶的活性。
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引用次数: 0
Application of Bayesian Modelling and Central Composite Design on Sustainable Biogas Production through Anaerobic Co-digestion of Tannery Residues 贝叶斯模型和中心复合设计在制革废渣厌氧共消化可持续沼气生产中的应用
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1007/s12155-025-10927-8
Shilpy Rani Basak, Srijon Das Swarup, Ahmad Hasan Nury, Tanvir Ahammed, Md. Jahir Bin Alam, Md. Imran Kabir

Tannery solid waste management posed significant environmental challenges, particularly due to the high organic load and potential toxicity of untreated fleshings. This study explored the Anaerobic co-digestion (AcoD) of chromium-free tannery fleshing, cow dung, and sewage to optimize biogas production under varying operational conditions. A multi-phase experiment was adopted, initially comparing room and controlled temperature conditions, followed by evaluations across mesophilic to lower thermophilic ranges (30–45 °C) and nine different substrate mix ratios. The highest methane yield and digestion performance were achieved at 45 °C with a substrate including a mix of fleshing, sewage, and cow dung as 1:2:1. Process parameters, primarily pH, COD reduction, volatile solid (VS) reduction, and volatile fatty acids-to-alkalinity ratio, were monitored to assess system stability. A Bayesian Network was constructed to model interdependencies among these variables, identifying temperature, initial volatile solids, and substrate-to-inoculum (S/I) ratio as key drivers of gas production. A sensitivity analysis based on mutual information and belief variance further highlighted their influence, providing a probabilistic framework for process optimization with strong interdependence, such as S/I ratio-pH (75.0%), S/I ratio-initial VS (61.5%), and VFA/Alkalinity ratio-temperature (61.6%). Thereafter, a Central Composite Design coupled with desirability analysis was used to identify optimal operational settings, followed by validation experiments, resulting only 5.6 ± 0.5% error. This study demonstrated a successful integration of experimental results and probabilistic modeling to enhance energy recovery from hazardous tannery waste, and its findings contributed to the sustainable waste-to-energy strategy as well as the circular bioeconomy.

制革厂固体废物管理带来了重大的环境挑战,特别是由于高有机负荷和未经处理的肉制品的潜在毒性。本研究探讨了无铬制革肉、牛粪和污水的厌氧共消化(AcoD),以优化不同操作条件下的沼气产量。采用多阶段实验,首先比较室温和受控温度条件,然后评估中温至低热范围(30-45°C)和9种不同的底物混合比例。在45°C的条件下,以肉、污水和牛粪为底物,以1:2:1的比例混合,甲烷产量和消化性能达到最高。通过监测工艺参数,主要是pH、COD还原率、挥发性固体(VS)还原率和挥发性脂肪酸与碱度比,来评估系统的稳定性。构建贝叶斯网络来模拟这些变量之间的相互依赖性,确定温度、初始挥发性固体和底物与接种物(S/I)比是产气的关键驱动因素。基于互信息和信念方差的敏感性分析进一步突出了它们的影响,为S/I比- ph(75.0%)、S/I比-初始VS(61.5%)和VFA/碱度比-温度(61.6%)等具有强相互依赖性的工艺优化提供了概率框架。随后,采用中心复合设计结合可取性分析来确定最佳操作设置,然后进行验证实验,结果误差仅为5.6±0.5%。该研究成功地将实验结果与概率模型相结合,以提高危险制革废物的能源回收,其研究结果有助于可持续的废物转化为能源战略以及循环生物经济。
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引用次数: 0
Optimising Culture Parameters, Designing, and Developing a Tubular Photobioreactor to Increase Biomass and Lipid Content by Coelastrum Morum SP UID GQ375096.1 for Biodiesel Production 优化培养参数,设计和开发管状光生物反应器,以提高乳香SP UID GQ375096.1生产生物柴油的生物量和脂质含量
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1007/s12155-025-10928-7
Abideen. A. Adekanmi, Emmanuel. O. Garuba, Abiodun. A. Onilude, Musa A. Adegboye, Nurudeen A. Azeez

The primary factors affecting the commercialisation and acceptability of microalgal-based biodiesel are the costs associated with upstream and downstream production processes. Optimising the growth conditions, upscaling, and ehancing the production of biodiesel in a novel, built, tubular, cylindrical, 10-litre photobioreactor is the main objective of this work. Standard methods were used to investigate physiological factors that affect biomass and lipid content. The optimisation process for culture conditions was achieved using a photobioreactor. Biomass concentration, lipid extraction, and quantification were accomplished using filtration, solvent extraction, and gravimetric techniques. During the process of converting lipids into biodiesel, sulphuric acid was employed as a catalyst. To characterise the biodiesel produced, gas chromatography-mass spectroscopy, American Society for Testing for Materials methods and predicted models based on fatty acid composition were used. The following physiological parameters were ideal for lipid production: 30 °C, photoperiod (16:08), light intensity (5000 lx), nitrogen source (NaNO₃), NaNO₃ (3 g/L), culture medium (BG-11), pH (7.5), salinity (30 PSU), carbon source (glucose), and glucose (15 g/L). The higher biomass concentration (15.50 ± 0.03), lipid content (72.95 ± 0.13), volumetric lipid productivity (2261.45 ± 0.41), and optimal biodiesel yield (80.46 ± 0.04%) were recorded after the fifth day of cultivation in the photobioreactor. Fatty acids made up 49.93% saturated, 34.67% monounsaturated, and 15.40% polyunsaturated fatty acids in the optimised biodiesel. The biodiesel’s property examined met international criteria. The designed tubular photobioreactor enhanced biomass, lipid and biodiesel yields, while the Coelastrum morum strain SP UID GQ375096.1 shows promise in the production of high-quality biodiesel, as the produced biodiesel satisfied international standards.

影响微藻生物柴油商业化和可接受性的主要因素是与上游和下游生产过程有关的成本。优化生长条件,扩大规模,并提高生物柴油的生产在一个新的,建成,管状,圆柱形,10升的光生物反应器是这项工作的主要目标。采用标准方法研究影响生物量和脂质含量的生理因素。利用光生物反应器对培养条件进行了优化。生物质浓缩、脂质提取和定量是通过过滤、溶剂萃取和重量技术完成的。在将油脂转化为生物柴油的过程中,采用硫酸作为催化剂。为了表征所生产的生物柴油,使用了气相色谱-质谱,美国材料测试协会的方法和基于脂肪酸组成的预测模型。以下生理参数是理想的脂质生产:30°C,光周期(16:08),光强度(5000 lx),氮源(NaNO₃),NaNO₃(3g /L),培养基(BG-11), pH(7.5),盐度(30 PSU),碳源(葡萄糖)和葡萄糖(15 g/L)。在光生物反应器中培养第5天后,获得了较高的生物量浓度(15.50±0.03)、脂质含量(72.95±0.13)、体积脂质产率(2261.45±0.41)和最佳生物柴油产率(80.46±0.04%)。饱和脂肪酸占49.93%,单不饱和脂肪酸占34.67%,多不饱和脂肪酸占15.40%。经检验的生物柴油性能符合国际标准。设计的管状光生物反应器提高了生物质、脂质和生物柴油的产量,而乳香菌株SP UID GQ375096.1生产的生物柴油达到了国际标准,有望生产出高质量的生物柴油。
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引用次数: 0
Sustainable Zeaxanthin Production: Evaluating Eucalyptus Hydrolysate as a Fermentation Substrate by an Antarctic Flavobacterium Sp 可持续玉米黄质生产:评价桉叶水解物作为南极黄杆菌发酵底物
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-12-06 DOI: 10.1007/s12155-025-10930-z
Bianca Decarlini, Florencia Cebreiros, Eugenia Vila

Zeaxanthin is a xanthophyll produced by plants, algae, and microorganisms. Its production by bacteria is a rapidly expanding field, as consumers shift their demand from synthetic to natural products and sustainable production methods. In this study, the potential of eucalyptus enzymatic hydrolysate and corn steep liquor (CSL) were evaluated as substrates for the production of zeaxanthin by Flavobacterium sp. To be used as fermentation media, strategies such as the use of surfactants and the supplementation with xylanases were evaluated for the preparation of the eucalyptus hydrolysates to enhance the concentration of glucose and xylose as fermentable sugars. The selected hydrolysis condition for eucalyptus hydrolysate preparation was employing a cellulase to xylanase (C:X) ratio of 2:1 with PEG6000 supplementation, enabling a 33% reduction in cellulase by xylanase supplementation without affecting glucose and xylose yields (52% and 68%, respectively). Microbial fermentation in bioreactor of eucalyptus hydrolysate supplemented with CSL resulted in a zeaxanthin and total carotenoids concentration of 0.60 mg/L and 0.97 mg/L, respectively. Thus, CSL supplementation under controlled bioreactor conditions increased zeaxanthin yield from 0.032 mg/g in flasks to 0.096 mg/g, highlighting its potential as an economical strategy to improve efficiency. This study contributes to the valorization of eucalyptus residues as cost-effective sources to produce high valuable compounds with biotechnological applications.

玉米黄质是一种由植物、藻类和微生物产生的叶黄素。随着消费者的需求从合成产品转向天然产品和可持续生产方法,细菌生产是一个迅速扩大的领域。在本研究中,评价了桉树酶解液和玉米浸泡液(CSL)作为黄杆菌生产玉米黄质的底物的潜力。为了作为发酵培养基,研究了桉树酶解液的制备策略,如使用表面活性剂和添加木聚糖酶,以提高葡萄糖和木糖作为发酵糖的浓度。桉树水解产物制备的水解条件为纤维素酶与木聚糖酶(C:X)的比例为2:1,并添加PEG6000,木聚糖酶可使纤维素酶降低33%,而不影响葡萄糖和木糖的产率(分别为52%和68%)。添加CSL的桉树水解液在生物反应器中微生物发酵,玉米黄质和总类胡萝卜素浓度分别为0.60 mg/L和0.97 mg/L。因此,在可控的生物反应器条件下,添加CSL将玉米黄质产量从瓶中0.032 mg/g提高到0.096 mg/g,突出了其作为提高效率的经济策略的潜力。该研究有助于桉树残留物作为具有成本效益的来源,生产具有生物技术应用价值的高价值化合物。
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引用次数: 0
Reassessing the Debate on Food vs Fuel Considering the Expansion of the Ethanol Industry in India—An Input Output Framework 考虑到印度乙醇工业的扩张,重新评估食品与燃料的争论——投入产出框架
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-11-29 DOI: 10.1007/s12155-025-10894-0
Vishnu S. Prabhu, Kakali Mukhopadhyay

India is on track to achieve ethanol-blending with gasoline of 20% (E20) by mid-2025, with the aim of upgrading to E25 by 2030, contributing toward the Sustainable Development Goals 7 and 13. The government is targeting a more diversified portfolio, transitioning from a sugarcane-based ethanol to a rice and maize-based ethanol mix. This study evaluates for the first time the economic and environmental impacts of achieving E25 blending by 2030 using the input–output framework. Results show that maize-based ethanol production has the highest positive macroeconomic impact across total output, GDP, and employment by 0.53%, 0.48%, and 1.69%, respectively, and the least water and GHG footprint compared to sugarcane and rice-based ethanol production. This diversification leads to marginal price impacts with 1.47% when balanced between sugar and grain-based ethanol and 1.15% when met through 100% maize-based ethanol. However, the procurement of 43 million tonnes of maize would require diverting two-thirds of the current production area of maize toward the fuel market, which has the potential to Generate substantially higher inflationary pressures in the food market. Furthermore, rice and maize-based ethanol leads to the production of 13.5 million tonnes of Dried Distillery Grains, accounting for 13.2% of the livestock feed requirement. Policymakers need to take into consideration the synergy between agriculture and ethanol industries while targeting the decarbonization of the road transportation sector with the long-term goal of net-zero emissions by 2070.

印度有望在2025年中期实现20%的乙醇与汽油混合(E20),目标是到2030年升级到E25,为可持续发展目标7和13做出贡献。政府的目标是更加多样化的投资组合,从以甘蔗为基础的乙醇过渡到以大米和玉米为基础的乙醇混合物。本研究首次使用投入产出框架评估了到2030年实现E25混合的经济和环境影响。结果表明,与甘蔗和水稻乙醇生产相比,玉米乙醇生产对总产出、GDP和就业的积极宏观经济影响分别为0.53%、0.48%和1.69%,水足迹和温室气体足迹最小。这种多样化导致边际价格影响,当糖和谷物乙醇平衡时为1.47%,当100%玉米乙醇满足时为1.15%。然而,采购4300万吨玉米需要将目前玉米生产面积的三分之二转向燃料市场,这有可能在粮食市场上产生更大的通货膨胀压力。此外,大米和玉米乙醇可生产1350万吨干酒糟,占牲畜饲料需求的13.2%。政策制定者需要考虑农业和乙醇工业之间的协同作用,同时以道路运输部门的脱碳为目标,到2070年实现净零排放的长期目标。
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引用次数: 0
Biorefining of Mesua ferrea L. Biocrude into Green Transport Fuels Using True Boiling Point Distillation: A Sustainable Approach towards Second-Generation Biorefinery 利用真沸点蒸馏将Mesua ferrea L.生物原油生物炼制成绿色交通燃料:第二代生物炼制的可持续发展途径
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-11-27 DOI: 10.1007/s12155-025-10923-y
Mohammad Aslam

Mesua ferrea Linn (MFL) is an evergreen flowering tree in the family Clusiaceae and mainly grown in South Asia and Southeast Asia, particularly Sri Lanka, India, and Myanmar. MFL seeds have high oil content ranging from 75 to 80% by weight. In this work, MFL seed oil was hydroprocessed in a 2-liter batch reactor at 400 °C and 5 bar initial H2 pressure using biomass wastes supported Ni/Mo and commercial Pd/C catalysts for one hour. Catalytic hydroprocessing produced about 92% biocrude that was distilled using a True Boiling Point (TBP) distillation unit in accordance with ASTM D2892 and ASTM D5236 specifications. On volume basis, the green gasoline (35–140 °C) fraction was found to be 6–10%, the green kerosene/aviation fuel (140–180 °C) of 5–7%, and the green diesel (180–370 °C) fraction of 33–35%, in addition to 7–9% of the wax (370–482 °C). The total distillates recovery from TBP distillation unit was 51–65% of the original biocrude. The density for gasoline fraction varies in the range 0.74–0.76 g cc− 1, 0.82–84 g cc− 1 for kerosene fraction and 0.83–0.85 g cc− 1 for diesel fraction. In contrast, kinematic viscosity for gasoline fraction (0.64 cSt) is slightly higher than that of petro-gasoline (0.37–0.44 cSt). However, kinematic viscosity for kerosene fraction (0.93 cSt) is very close to petro-kerosene (1-5.2 cSt) and it falls within the acceptable range for diesel fraction (2.8 cSt). Moreover, higher heating values and flash points for distillate fractions vary in between 40 and 45 MJ kg− 1 and 36–80 °C respectively. The observed fuel properties of most of the distillate’s fractions were comparable to petroleum counterparts, indicating that they could be used as an equivalent substitute for petro-fuels.

Graphical Abstract

铁杉(Mesua ferrea Linn, MFL)是铁杉科常绿开花乔木,主要生长在南亚和东南亚,特别是斯里兰卡、印度和缅甸。MFL种子含油量高,按重量计可达75%至80%。在这项工作中,MFL种子油在一个2升的间歇式反应器中,在400℃和5 bar的初始H2压力下,使用生物质废弃物负载的Ni/Mo和商业Pd/C催化剂加氢1小时。催化加氢处理产生约92%的生物原油,使用符合ASTM D2892和ASTM D5236规范的真沸点(TBP)蒸馏装置蒸馏。按体积计算,绿色汽油(35-140°C)馏分为6-10%,绿色煤油/航空燃料(140-180°C)馏分为5-7%,绿色柴油(180-370°C)馏分为33-35%,此外蜡(370-482°C)馏分为7-9%。TBP蒸馏装置总馏出物回收率为原生物原油的51 ~ 65%。汽油馏分的密度为0.74 ~ 0.76 g cc−1,煤油馏分的密度为0.82 ~ 84 g cc−1,柴油馏分的密度为0.83 ~ 0.85 g cc−1。相比之下,汽油馏分的运动粘度(0.64 cSt)略高于石油汽油(0.37-0.44 cSt)。然而,煤油馏分(0.93 cSt)的运动粘度与石油煤油(1-5.2 cSt)非常接近,而柴油馏分(2.8 cSt)的运动粘度在可接受范围内。此外,馏分馏分的较高热值和闪点分别在40和45 MJ kg - 1和36-80°C之间变化。所观察到的大多数馏分的燃料性质与石油相媲美,表明它们可以作为石油燃料的等效替代品。图形抽象
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引用次数: 0
Green Synthesis and Characterization of Graphene Nanosheets from Processed Arthrospira platensis Biomass: Experimental and Simulation Studies 利用加工过的平节螺旋藻生物质绿色合成和表征石墨烯纳米片:实验和模拟研究
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-11-25 DOI: 10.1007/s12155-025-10916-x
Seyed Amirebrahim Emami Moghaddam, Badrul Mohamed Jan, Rabia Ikram

 In this research, green synthesis of high-surface graphene nanosheets using processed Arthrospira platensis biomass as a novel precursor was produced. A two-step thermal process was employed in this study; the pre-carbonization was carried out at 400 C for 3 h, and the catalytic pyrolysis was done at 550 C for 3 h using potassium hydroxide as an activating agent. The experimental yield was 2.03 ± 0.37%compared to 18.85% obtained with Aspen Plus software, indicating the influence of real-world processing factors not captured in the simulation. Characterization results showed that the graphene nanosheets were well produced. Field emission scanning electron microscopy (FESEM) revealed a sheet-shape material, and energy-dispersive X-ray spectroscopy (EDX) showed 84.73 ± 0.16 wt% of carbon content. X-ray diffraction (XRD) also proved the presence of hexagonal carbon crystal structures with characteristic peaks at ~ 25.6° and ~ 42.8°, and Raman spectroscopy confirmed the graphene-like features with ID/IG ratio of 0.971. The nitrogen adsorption/desorption analysis showed that the fabricated materials had exceptional large surface area of ~ 1439.5434 m2/g, an average pore size of ~ 2.4654 nm, and total pore volume of ~ 0.8872 cm3/g. Fourier transform infrared spectroscopy (FTIR) revealed several changes in the functional groups after thermal processing. The findings of this study showed that the processed Arthrospira platensis biomass can be considered as a promising sustainable precursor for the production of high quality graphene nanosheets with potential applications in various industrial processes, including separation, biosensors, and energy storage devices.

Graphical Abstract

在本研究中,利用加工过的平节螺旋藻生物量作为新型前体,绿色合成了高表面石墨烯纳米片。本研究采用两步热过程;在400℃下预碳化3 h,在550℃下催化热解3 h,以氢氧化钾为活化剂。实验产率为2.03±0.37%,而Aspen Plus软件的产率为18.85%,表明模拟中未捕获实际处理因素的影响。表征结果表明,制备的石墨烯纳米片性能良好。场发射扫描电镜(FESEM)显示为片状材料,能量色散x射线光谱(EDX)显示碳含量为84.73±0.16 wt%。x射线衍射(XRD)也证实了六方碳晶体结构的存在,特征峰位于~ 25.6°和~ 42.8°,拉曼光谱证实了类石墨烯的特征,ID/IG比为0.971。氮吸附/解吸分析表明,制备的材料具有超大的比表面积~ 1439.5434 m2/g,平均孔径~ 2.4654 nm,总孔容~ 0.8872 cm3/g。傅里叶变换红外光谱(FTIR)揭示了热处理后官能团的一些变化。该研究结果表明,加工过的平节螺旋藻生物量可以被认为是生产高质量石墨烯纳米片的有前途的可持续前体,在各种工业过程中具有潜在的应用,包括分离、生物传感器和储能装置。图形抽象
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引用次数: 0
Sustainable Borassus Biomass Derived Catalyst for Biodiesel Production: An Integrated Optimization and Prediction Approach Using RSM and Machine Learning 用于生物柴油生产的可持续硼砂生物质衍生催化剂:使用RSM和机器学习的集成优化和预测方法
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-11-22 DOI: 10.1007/s12155-025-10921-0
Anchupogu Praveen, M. Vimal Teja, Madhavi Katamaneni, Vadlamudi Tara Chand, P. Chengareddy, P. Umamaheswarrao

The development of cost-effective and sustainable heterogeneous catalysts from renewable resources plays a vital role on the biodiesel production process. In this study, Borassus flabellifer biomass was collected, processed and calcined to synthesize a novel heterogeneous catalyst for production of biodiesel by using transesterification process. The characterization studies such as FTIR, TGA, DSC, XRD and FE-SEM were conducted to elucidate its functional groups, crystalline phases, surface morphology, surface area and thermal stability. The transesterification process was chosen to prepare canola biodiesel from raw oil with the aid of a novel catalyst by varying process parameters. The Response Surface Methodology (RSM) was adopted to optimize the operating parameters for obtaining maximum biodiesel yield. Furthermore, machine learning based Random Forest (RF) technique was utilized to model for the prediction of biodiesel yield based on the experimental data. The RSM approach demonstrates an optimum condition of methanol to oil ratio (12:1), reaction temperature (65 °C) and catalyst concentration (5 wt %) results a maximum biodiesel yield of 96.24%. The RF model was exhibited a strong predictive accuracy by achieving a high coefficient of determination (R2 = 0.9785) along with low error values (MAE = 0.3505 and RMSE = 0.4473), indicating its reliability and robustness in predicting biodiesel yield. These findings demonstrate the potential of Borassus biomass as a sustainable heterogeneous catalyst for the biodiesel production and emphasize the role of machine learning based optimization and integration to enhance the biodiesel synthesis.

从可再生资源中开发经济、可持续的多相催化剂在生物柴油生产过程中起着至关重要的作用。本研究以松茸生物质为原料,经处理和煅烧,采用酯交换法合成了一种新型多相催化剂,用于生产生物柴油。通过FTIR、TGA、DSC、XRD、FE-SEM等表征手段对其官能团、晶相、表面形貌、比表面积和热稳定性进行了表征。采用不同的工艺参数,在新型催化剂的辅助下,采用酯交换工艺制备菜籽油生物柴油。采用响应面法(RSM)对操作参数进行优化,以获得最大的生物柴油产率。在此基础上,利用基于随机森林(Random Forest, RF)的机器学习技术对生物柴油产率的预测进行建模。RSM方法表明,最佳条件为甲醇油比(12:1)、反应温度(65°C)和催化剂浓度(5 wt %),最大生物柴油收率为96.24%。RF模型具有较高的决定系数(R2 = 0.9785)和较低的误差值(MAE = 0.3505和RMSE = 0.4473),具有较强的预测精度,表明其预测生物柴油产量的可靠性和稳健性。这些发现证明了Borassus生物质作为生物柴油生产的可持续多相催化剂的潜力,并强调了基于机器学习的优化和集成在提高生物柴油合成中的作用。
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引用次数: 0
Multi-site Milling Strategy Reveals Significant Variation in Biomass Composition of Switchgrass (Panicum virgatum) Grown at Ten Locations 多地点碾磨策略揭示10个地点柳枝稷生物量组成的显著差异
IF 3 3区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-11-21 DOI: 10.1007/s12155-025-10897-x
David J. Thomas, Jason Bonnette, Steven D. Masterson, Robert B. Mitchell, Thomas E. Juenger, Laura E. Bartley

Cell wall composition influences biomass use as a forage and as a feedstock for biofuel and chemical conversion. To examine the influence of environment on composition of switchgrass (Panicum virgatum L.), we utilized a multi-environment experiment consisting of clones of switchgrass genotypes grown at up to ten locations in the continental US. We tested the influence of different milling treatments on biomass composition trait predictions via near-infrared reflectance spectroscopy (NIRS). We found that most compositional trait predictions (29/34) were significantly different (P < 0.05) when a single lot of biomass was subjected to disparate milling treatments, i.e., knife milling vs. knife milling with an additional cyclone milling. Further, depending on the plant material tested, three to eight compositional trait predictions vary (P < 0.05) when identical biomass was knife milled at different sites followed by cyclone milling at a single site, including for traits such as Klason lignin, nitrogen, and carbon. In some cases, variation due to milling site exceeded environmentally induced compositional variation of a single switchgrass genotype grown at different sites. From these observations, we recommend a protocol with two sequential millings that decouples growth environment from a particular mill. Utilizing this approach, we found that 46/46 biomass composition traits from the warm season herbaceous forage and switchgrass bioethanol NIRS equations vary significantly (P < 0.001) in clones of a switchgrass genotype (WBC) grown at ten sites, with the growth site representing the largest average source of variation (41%). This multi-site milling approach can be used to examine environmental and gene-by-environment influences on composition with the goal of optimizing cell wall composition in different environments for biomass utilization.

细胞壁组成影响生物质作为饲料和作为生物燃料和化学转化的原料的使用。为了研究环境对柳枝稷(Panicum virgatum L.)组成的影响,我们利用了多环境实验,包括生长在美国大陆10个地点的柳枝稷基因型无性系。通过近红外反射光谱(NIRS)测试了不同碾磨处理对生物量组成性状预测的影响。我们发现,当单个批次的生物量受到不同的铣削处理时,即刀铣削与刀铣削加额外的旋风铣削,大多数组成性状预测(29/34)显着不同(P < 0.05)。此外,根据所测试的植物材料,当相同的生物质在不同地点进行刀磨,然后在一个地点进行旋风磨时,3到8个组成性状预测会有所不同(P < 0.05),包括klasson木质素,氮和碳等性状。在某些情况下,由于铣削地点造成的变异超过了在不同地点生长的单一柳枝稷基因型的环境诱导的组成变异。根据这些观察,我们推荐一种具有两个连续磨矿的协议,将生长环境与特定磨矿解耦。利用该方法,我们发现暖季草本牧草和柳枝稷生物乙醇NIRS方程的46/46生物量组成性状在10个地点生长的柳枝稷基因型(WBC)无性系(WBC)中差异显著(P < 0.001),其中生长地点代表了最大的平均变异源(41%)。这种多位点研磨方法可用于检测环境和基因对组成的影响,目的是优化不同环境下的细胞壁组成,以促进生物质利用。
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引用次数: 0
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BioEnergy Research
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