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Valorization of mango seed waste into hydrochar: optimization, characterization, and potential for energy and environmental applications 芒果种子废物转化为碳氢化合物:优化、表征和能源和环境应用潜力
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06949-z
Lafiya S. L, Kavitha M. Sambasivam

This study explores the hydrothermal carbonization (HTC) of mango seed biomass to synthesize hydrochar, with a focus on optimization and comprehensive material characterization. The hydrochar yield was optimized using Design Expert software and Response Surface Methodology (RSM), identifying optimal conditions of 200 ℃, 3 h, and a water to biomass ratio of 1 to maximize yield and calorific value. At the optimized conditions, the hydrochar achieved a notable yield of 85.89% along with a higher heating value (HHV) of 21.4 MJ/kg, reflecting a substantial improvement in energy content compared to the raw biomass, which exhibited an HHV of only 16.35 MJ/kg. The optimized hydrochar was analyzed using Field emission scanning electron microscopy (FESEM), powder X-ray diffraction (PXRD), Fourier-transform infrared spectroscopy (FTIR), and Thermogravimetric analysis (TGA). FESEM images revealed significant pore formation due to the decomposition of cellulosic and hemicellulose components. PXRD analysis confirmed increased crystallinity and the formation of stable aromatic carbon structures. FTIR spectra showed characteristic functional groups, including aromatic C = C stretching (1500–1600 cm⁻¹), hydroxyl bending and carboxylate groups (1000–1300 cm⁻¹), and Si–O–Si or Si–O–C bonds (1015 cm⁻¹). TGA demonstrated enhanced thermal stability and reduced volatile content, making the hydrochar suitable for high-temperature applications. The higher heating value (HHV) of mango seed hydrochar (21.4 MJ/kg) significantly exceeded that of raw biomass (16.35 MJ/kg), indicating improved energy density after HTC. The results highlight that HTC enhances the porosity of hydrochar, surface area, carbon content, thermal stability, and crystallinity. The optimized hydrochar from mango seed waste, with potential applications in adsorption, energy storage, catalysis, and cementitious industries, is scalable and promising for various applications.

本研究探索了芒果种子生物质的水热炭化(HTC)合成碳氢化合物,重点进行了优化和综合材料表征。利用Design Expert软件和响应面法(Response Surface Methodology, RSM)对产率进行优化,确定了200℃、3 h、水生物质比为1的产率和热值最大化的最佳条件。在优化条件下,产物的产率达到85.89%,热值(HHV)达到21.4 MJ/kg,与原料生物质的热值(HHV)仅为16.35 MJ/kg相比,能量含量有了显著提高。采用场发射扫描电镜(FESEM)、粉末x射线衍射(PXRD)、傅里叶变换红外光谱(FTIR)和热重分析(TGA)对优化后的碳氢化合物进行了分析。FESEM图像显示,由于纤维素和半纤维素成分的分解,形成了显著的孔隙。PXRD分析证实结晶度增加,形成稳定的芳香碳结构。FTIR光谱显示了特征官能团,包括芳香C = C伸展(1500-1600厘米⁻¹),羟基弯曲和羧酸基(1000-1300厘米⁻¹),Si-O-Si或Si-O-C键(1015厘米⁻¹)。TGA测试表明,该烃类具有更高的热稳定性和更低的挥发性,适合高温应用。芒果种子水炭的高热值(HHV) (21.4 MJ/kg)显著高于原料生物质的高热值(16.35 MJ/kg),表明HTC处理后能量密度有所提高。结果表明,HTC提高了碳氢化合物的孔隙度、表面积、碳含量、热稳定性和结晶度。从芒果籽废料中提取的优化氢炭具有可扩展性和广泛的应用前景,在吸附、储能、催化和胶凝工业中具有潜在的应用前景。
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引用次数: 0
Green-synthesized silane-modified biosilica from Manihot esculenta tuber skins and its reinforcing effect on bamboo fibre epoxy composites 绿色合成木芋块茎皮硅烷改性生物二氧化硅及其对竹纤维环氧复合材料的增强作用
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06934-6
A. Srithar, Seeniappan Kaliappan, L. Natrayan, Ramya M

This research reports the fabrication and performance evaluation of a sustainable hybrid composite developed using bamboo fiber and silane functionalized biosilica nanoparticles synthesized from Manihot esculenta (cassava) tuber skins. The biosilica was obtained through a green sol-gel route and surface modified with 3-Aminoprpyltrimethoxysilane (3-APTMS) to enhance compatibility and dispersion within the epoxy matrix. Composite specimens containing a constant bamboo fiber loading (40 vol%) and varying biosilica contents (1–5 vol%) were produced via hand lay-up method. The mechanical characterization revealed that the composite with 3 vol% biosilica (RBB2) revealed the best overall performance succeeding a tensile strength of 142 MPa, flexural strength of 165 MPa, compressive strength of 150 MPa, impact strength of 6.2 J and hardness of 90 shore D. The thermal conductivity of RBB2 decreased to 0.28 W/mK, reflecting improved insulation characteristics, while thermogravimetric analysis (TGA) showed a final degradation temperature of 382 °C, confirming superior thermal stability. The synergistic action between the bamboo fiber and silane treated biosilica significantly enhanced interfacial adhesion, load transfer and barrier resistance. The research establishes that biosilica nanoparticles derived from agro-waste can serve as effective nanofillers in fiber composites, providing an environmentally friendly pathway toward high strength, thermally stable and lightweight materials.

Graphical abstract

本研究报告了竹纤维和硅烷功能化的生物二氧化硅纳米颗粒复合材料的制备和性能评价。通过绿色溶胶-凝胶途径获得生物二氧化硅,并在表面用3-氨基丙基三甲氧基硅烷(3-APTMS)修饰,以提高其在环氧基体中的相容性和分散性。复合材料样品包含恒定的竹纤维负载(40 vol%)和不同的生物二氧化硅含量(1-5 vol%)通过手工铺设法生产。力学性能表征表明,添加3 vol%生物二氧化硅(RBB2)的复合材料整体性能最佳,抗拉强度为142 MPa,抗折强度为165 MPa,抗压强度为150 MPa,冲击强度为6.2 J,硬度为90邵氏d。RBB2的导热系数降至0.28 W/mK,反映了绝缘性能的改善,热重分析(TGA)显示最终降解温度为382℃。确认优越的热稳定性。竹纤维与硅烷处理过的生物二氧化硅之间的协同作用显著增强了界面附着力、负载传递和屏障阻力。该研究表明,从农业废弃物中提取的生物二氧化硅纳米颗粒可以作为纤维复合材料的有效纳米填料,为制造高强度、热稳定和轻质材料提供了一条环保途径。图形抽象
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引用次数: 0
Valorization of fruit by-products into oils: the benefits of ultrasound treatment for yield, oxidative stability, fatty acid profile, and antioxidant retention 水果副产品成油的增值:超声波处理对产量、氧化稳定性、脂肪酸谱和抗氧化剂保留的好处
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06999-3
Iga Piasecka, Rita Brzezińska, Magdalena Wirkowska-Wojdyła, Ewa Ostrowska-Ligęza, Agata Górska

This study explores ultrasound-assisted extraction (UAE) as an innovative technique to enhance the yield and quality of chokeberry and blackcurrant seed oils. The effects of UAE on extraction efficiency, oxidative stability, polyphenol content, antioxidant activity, and fatty acid composition were evaluated immediately after extraction and following three months of storage. Oils obtained through conventional methods and cold pressing served as references. UAE significantly increased oil recovery, particularly in chokeberry seeds, where yields more than doubled compared to conventional extraction (1.74% in conventional process and 4.25–4.31% in UAE). Blackcurrant seed oils yields increased from 6.43% to 7.13–8.78% depending on UAE conditions applied. The extraction parameters played a crucial role in oil quality, with moderate ultrasound conditions (60% amplitude, 12 min) promoting higher polyphenol content and antioxidant activity in chokeberry oil. In contrast, more intense sonication (90% amplitude, 6 min) was more effective for blackcurrant oil. While oxidative stability decreased over 3-month storage, chokeberry oils extracted in ultrasound-assisted procedure maintained greater stability than conventionally extracted samples, retaining 92% of their original oxidation induction time compared to 78% and 86% for control and cold-pressed oils, respectively. In blackcurrant seed oils, that effect was not noted. A weak correlation between oxidative stability and total polyphenol content suggests that lipophilic antioxidants may contribute more significantly to oil preservation. The fatty acid profile remained stable throughout storage, highlighting the resistance to storage-induced changes of the extracted oils. These findings demonstrate the potential of ultrasound-assisted techniques for improving oil extraction efficiency while preserving valuable bioactive compounds, offering a sustainable alternative to conventional processing methods.

Graphical abstract

本研究探讨了超声辅助提取技术(UAE)作为一种创新技术,以提高蔓越莓和黑加仑籽油的产量和质量。在提取后立即和储存3个月后评估UAE对提取效率、氧化稳定性、多酚含量、抗氧化活性和脂肪酸组成的影响。通过常规方法和冷压得到的油作为参考。阿联酋显著提高了石油采收率,特别是在蔓越莓种子中,与传统提取相比,其产量增加了一倍多(传统工艺为1.74%,阿联酋为4.25-4.31%)。黑加仑籽油产量从6.43%提高到7.13-8.78%,具体取决于阿联酋的条件。超声条件对提取质量有重要影响,适度超声条件(60%振幅,12 min)可提高越桔油的多酚含量和抗氧化活性。相比之下,更强的超声(90%振幅,6分钟)对黑加仑油更有效。虽然在3个月的储存过程中氧化稳定性下降,但超声辅助提取的蔓越莓油比常规提取的样品保持了更高的稳定性,保留了92%的原始氧化诱导时间,而对照组和冷榨油分别为78%和86%。在黑加仑籽油中,没有注意到这种效果。氧化稳定性与总多酚含量之间的弱相关性表明亲脂性抗氧化剂可能对油脂保存有更大的贡献。脂肪酸分布在整个储存过程中保持稳定,突出了提取油对储存引起的变化的抵抗力。这些发现证明了超声辅助技术在提高石油提取效率的同时保留有价值的生物活性化合物的潜力,为传统的加工方法提供了一种可持续的替代方案。图形抽象
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引用次数: 0
Valorization of agricultural byproducts from Rubus glaucus Benth (blackberry) as a natural source of high value-added ingredients 从黑莓(黑莓)作为高附加值成分的天然来源的农业副产品的增值
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06982-y
Nathalia Cardona-Hurtado, Juan Pablo Arrubla-Vélez, Valentina Santa-Grajales, Camila Correa-Henao, Gloria Edith Guerrero-Álvarez

The sustainable utilization of agro-industrial waste and byproducts has gained increasing attention for its potential to generate value-added products. Rubus glaucus Benth (Andean blackberry) is particularly interesting because of its high content of antioxidant and volatile compounds. However, postharvest losses caused by diseases and fruit quality issues result in significant economic setbacks for farmers. This study aims to increase the value of Rubus glaucus Benth byproducts by characterizing their bioactive compounds and exploring their potential applications. Pruning residues, healthy fruits, and affected fruits were collected and analyzed. Solid-Phase Microextraction (SPME) coupled with gas chromatography‒mass spectrometry (GC‒MS) was used to identify volatile compounds in the fruits, whereas antioxidant activity (DPPH and FRAP assays) and liquid chromatography‒mass spectrometry (LC‒MS) were employed to assess the phenolic composition of the pruning residues. A total of 45 volatile organic compounds were identified. The antioxidant capacity of the pruning extracts ranged from 13.854 ± 0.270 to 33.882 ± 0.628 mmol Trolox per 100 g, indicating a significant presence of phenolic acids and flavonoids. These findings highlight the potential of Rubus glaucus Benth agro-industrial residues as a sustainable source of bioactive compounds, with promising applications in food, pharmaceuticals, and cosmetics. This study demonstrates a viable pathway for waste valorization, contributing to the development of circular bioeconomic strategies and sustainable biorefinery processes.

农业工业废物和副产品的可持续利用因其产生增值产品的潜力而受到越来越多的关注。安第斯黑莓(Rubus glaucus Benth)特别有趣,因为它富含抗氧化剂和挥发性化合物。然而,由疾病和水果质量问题造成的采后损失给农民带来了重大的经济挫折。本研究旨在通过对其生物活性成分的表征,探索其潜在的应用价值。收集和分析了修剪残留物、健康果实和受影响的果实。采用固相微萃取(SPME) -气相色谱-质谱(GC-MS)联用技术鉴定果实中的挥发性化合物,采用抗氧化活性(DPPH和FRAP)和液相色谱-质谱(LC-MS)技术鉴定修剪残留物中的酚类成分。共鉴定出45种挥发性有机化合物。剪枝提取物的抗氧化能力在13.854±0.270 ~ 33.882±0.628 mmol Trolox / 100 g之间,表明酚酸和黄酮类化合物的存在。这些发现突出了蓝苞草农工残留物作为生物活性化合物的可持续来源的潜力,在食品、药品和化妆品中具有广阔的应用前景。本研究展示了废物增值的可行途径,有助于循环生物经济战略和可持续生物炼制工艺的发展。
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引用次数: 0
Synthesis of branched biolubricants from soybean oil for enhanced anti-oxidation and low-temperature properties 以大豆油为原料合成支链生物润滑剂,增强抗氧化和低温性能
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06990-y
Zichen Shang, Jingzhou Liu, Zeni Zheng, Weidong Li, Jiahui Shi, Sheng Han, Jincan Yan

Due to the poor biodegradability and environmental harm of mineral-based lubricants, the development and application of biolubricants are increasing. However, the unsatisfactory low temperature fluidity and poor oxidation stability of vegetable oils limit their direct use as a lubricant. This work provided a modification method of soybean oil (SBO) by epoxidation and oxirane ring opening reactions and esterification reaction. OIS-ESO-BA, OIS-ESO-IA and OIS-ESO-OA named by systematic nomenclature are products obtained by esterification of three different anhydrides (butyric anhydride, isovaleric anhydride, and octanoic anhydride) with the ring opening product, respectively. It was proved to be an effective modification method, and the aimed products can be potentially used as biolubricants. The experimental results showed that compared with SBO, the pour points of OIS-ESO-BA, OIS-ESO-IA and OIS-ESO-OA were reduced by 13, 18, and 25 °C, respectively, and it can be due to that anhydrides with different chain lengths disrupt the regularity of the molecule and promote the formation of microcrystalline structures, thus lowering the pour point. Meanwhile the oxidation stability of OIS-ESO-BA, OIS-ESO-IA and OIS-ESO-OA were increased by 22%, 37.5%, and 60%, respectively, and the improvement can be the easily oxidizable unsaturated double bond in SBO is eliminated. Tribological tests confirmed that the biolubricants exhibited good lubricating properties. These findings provide an efficient way for the evaluation of vegetable oils as biolubricants.

Graphical Abstract

由于矿物基润滑剂的可生物降解性差和环境危害,生物润滑剂的开发和应用日益增加。然而,植物油的低温流动性不理想,氧化稳定性差,限制了其作为润滑剂的直接使用。提出了一种通过环氧化、环氧烷开环和酯化反应对大豆油进行改性的方法。OIS-ESO-BA、OIS-ESO-IA和OIS-ESO-OA是由三种不同的酸酐(丁酸酐、异戊酸酐和辛酸酐)分别与开环产物酯化而成的产物。实验证明,这是一种有效的改性方法,目标产物具有作为生物润滑剂的潜力。实验结果表明,与SBO相比,OIS-ESO-BA、OIS-ESO-IA和OIS-ESO-OA的倾点分别降低了13℃、18℃和25℃,这可能是由于不同链长的酸酐破坏了分子的规律性,促进了微晶结构的形成,从而降低了倾点。同时,OIS-ESO-BA、OIS-ESO-IA和OIS-ESO-OA的氧化稳定性分别提高了22%、37.5%和60%,可以消除SBO中易氧化的不饱和双键。摩擦学试验证实,该生物润滑剂具有良好的润滑性能。这些发现为植物油作为生物润滑剂的评价提供了一种有效的方法。图形抽象
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引用次数: 0
Simple physical activation of chicken feather-derived carbon-CuO nanocomposites for symmetrical supercapacitor electrode 鸡毛衍生碳-铜纳米复合材料对称超级电容器电极的简单物理活化
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06970-2
Vanshika Gairola, Ayush Negi, Sarihsh Sati, Bhupendra Rawat, Kamal K. Kar, Pankaj Chamoli

Recognizing the urgent need for sustainable, high-performance energy storage solutions, the present work demonstrates a straightforward method for preparing raw chicken feather fiber charcoal (CFC) from waste chicken feathers in seal tight reactor within 2 h. Using a simple physical activation process, the CFC has been activated with NaOH at 500 °C to produce its activated carbon (CFAC). This same method has been utilized to create heteroatom (CuO)-decorated nanocomposites (CCF NCs) by combining CFC with copper acetate monohydrate (Cu (CO2CH3)2·H2O) at 500 °C. The synthesized CFC, CFAC, and CCF NCs have been then tested as electrode materials for symmetrical supercapacitors (SSCs) using 6 M KOH as the electrolyte. According to the electrochemical investigation, CCF NCs performed better than other electrode materials, with a specific capacitance of 232.7 F/g at a scan rate of 10 mV s− 1 and 201.17 F/g at a current density of 3 A/g. Additionally, extensive cycling testing at 100 mV s-1 revealed a power density of 2549.68 W kg-1, an energy density of 80.74 W h kg-1, and an outstanding retention of 93% after 2000 cycles. It’s interesting to note that this method offers a simple and effective means to create huge amounts of activated carbon and nanocomposites, which significantly enhances the electrochemical performance of SSCs.

Graphical Abstract

认识到对可持续、高性能储能解决方案的迫切需求,本工作展示了一种在密封反应器中2小时内从废鸡毛中制备生鸡毛纤维炭(CFC)的直接方法。使用简单的物理活化过程,CFC在500°C下用NaOH活化以产生活性炭(CFAC)。利用同样的方法,在500℃下将CFC与一水乙酸铜(Cu (CO2CH3)2·H2O)结合,制备了杂原子(CuO)修饰的纳米复合材料(CCF NCs)。合成的CFC、CFAC和CCF NCs以6 M KOH为电解液作为对称超级电容器(ssc)的电极材料进行了测试。电化学研究表明,CCF纳米材料在扫描速率为10 mV s−1时的比电容为232.7 F/g,在电流密度为3 a /g时的比电容为201.17 F/g,优于其他电极材料。此外,在100 mV s-1下的大量循环测试表明,功率密度为2549.68 W kg-1,能量密度为80.74 W h kg-1,并且在2000次循环后保持了93%的优异性能。有趣的是,这种方法提供了一种简单而有效的方法来制造大量的活性炭和纳米复合材料,这大大提高了SSCs的电化学性能。图形抽象
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引用次数: 0
Enhanced biohydrogen production from dark fermentation: optimization and Biochar augmentation with the isolated strain 暗发酵提高生物制氢:分离菌株的优化和生物炭强化
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06935-5
Poulami Sarkar, Soumyajit Chandra, Shah Qamar, Srijoni Banerjee, Soumya Pandit

Biohydrogen production by the dark fermentation (DF) process is an efficient as well as sustainable bioenergy approach. An isolate Escherichia coli SPAUBT [PQ260983] was isolated in this work, and it was used for biohydrogen production using batch fermentation mode. Initially, a 2.5 L/L of biohydrogen volume was produced in dark fermentation after single parameter optimization using the isolated bacteria. To enhance hydrogen production, optimization of the fermentation process parameters like substrate concentration, pH, and temperature was carried out using Response Surface Methodology technique (RSM) with the Central Composite Design (CCD) model. Following single- and multi-parameter runs of optimization experiments, the production of hydrogen reached 2.8 L/L. Further to inhibit the role of Volatile Fatty Acids (VFAs), biochar was employed. The use of biochar from peanut shells greatly increased hydrogen production up to a maximum production of 3.2 L/L. Biochar inhibits the accumulation of VFAs by adsorbing them onto its porous surface, thus maintaining the operational pH. Hence, this research points to the promise of coupling biochar addition with optimized fermentation strategies to drive maximum biohydrogen production.

通过暗发酵(DF)工艺生产生物氢是一种高效且可持续的生物能源方法。本研究分离到了一株大肠杆菌SPAUBT [PQ260983],并将其用于分批发酵制氢。最初,利用分离的细菌进行单参数优化,在暗发酵中产生2.5 L/L的生物氢体积。为了提高产氢率,采用响应面法(RSM)和中心复合设计(CCD)模型对发酵工艺参数(底物浓度、pH、温度)进行优化。经过单参数和多参数优化实验,产氢量达到2.8 L/L。为了进一步抑制挥发性脂肪酸(VFAs)的作用,采用了生物炭。花生壳生物炭的使用大大提高了产氢量,最大产量可达3.2 L/L。生物炭通过将VFAs吸附在其多孔表面来抑制VFAs的积累,从而保持可操作的ph。因此,本研究指出了将生物炭添加与优化的发酵策略相结合以最大限度地提高生物氢产量的前景。
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引用次数: 0
A novel biocomposite of chitosan and acid-modified lignocellulosic biomass derived from pumpkin (Cucurbita moschata) peel for the efficient removal of methylene blue dye 以南瓜皮为原料制备壳聚糖和酸改性木质纤维素生物质复合材料,用于高效去除亚甲基蓝染料
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-06994-8
Ahmed Saud Abdulhameed, Samaa Abdullah, Abeer A. Altamimi, Mahmoud Abualhaija, Sameer Algburi

The present study created a novel biocomposite of chitosan and acid-modified lignocellulosic biomass derived from pumpkin (Cucurbita moschata) peel for the efficient removal of methylene blue (MB) dye. The physicochemical characteristics of chitosan-based composite (hereinafter, CTN/PP-HN) were examined using techniques including pHpzc, XRD, CHNO, FTIR, BET, and FESEM-EDX. The Box-Behnken design (BBD) numerical desirability function was employed to optimize the main adsorption factors of CTN/PP-HN dosage (0.01–0.09 g), pH (4–10), and duration (10–40). A desire function technique was used to identify the ideal circumstances for MB dye removal (85.88%), which included an adsorbent dose of 0.067 g, a solution pH of 9.5, and a contact duration of 39.7 min. The CTN/PP-HN composite exhibits a mean pore diameter of 21.57 nm, a total pore volume of 0.0304 cm3/g, and a specific surface area of 5.637 m2/g, confirming its mesoporous nature. The adsorption kinetics were defined by a pseudo-first-order, whilst equilibrium adsorption was described through the Freundlich model. For MB dye, CTN/PP-HN’s maximum adsorption capacity (qmax) was found to be 225.37 mg/g. Electrostatic forces, Yoshida H-bonding, n-π stacking, and H-bonding are some of the mechanisms that enable MB dye to be adsorbed onto the CTN/PP-HN surface. The work presents a highly efficient CTN/PP-HN composite as a potential adsorbent for effectively eliminating organic dye from water-based solutions.

本研究以南瓜皮为原料,制备了壳聚糖和酸修饰木质纤维素生物质的新型生物复合材料,用于高效去除亚甲基蓝染料。采用pHpzc、XRD、CHNO、FTIR、BET、FESEM-EDX等技术对壳聚糖基复合材料(CTN/PP-HN)的理化性质进行了表征。采用Box-Behnken设计(BBD)数值期望函数优化CTN/PP-HN的主要吸附因子为用量(0.01 ~ 0.09 g)、pH(4 ~ 10)和持续时间(10 ~ 40)。采用愿望函数法确定吸附剂用量为0.067 g,溶液pH为9.5,接触时间为39.7 min,对MB染料去除率为85.88%。CTN/PP-HN复合材料平均孔径为21.57 nm,总孔体积为0.0304 cm3/g,比表面积为5.637 m2/g,具有介孔性质。吸附动力学用拟一级动力学定义,平衡吸附用Freundlich模型描述。CTN/PP-HN对MB染料的最大吸附量(qmax)为225.37 mg/g。静电力、吉田h键、n-π堆积和h键是使MB染料吸附在CTN/PP-HN表面的一些机制。这项工作提出了一种高效的CTN/PP-HN复合材料,作为一种潜在的吸附剂,可以有效地从水基溶液中去除有机染料。
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引用次数: 0
Valorisation of spent tea waste: Experimental and numerical modelling and optimisation of physical and thermal properties of sustainable briquettes using machine learning and the Taguchi method 废茶废弃物的价值化:利用机器学习和田口方法对可持续型煤的物理和热性能进行实验和数值模拟和优化
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-07054-x
Eko Setiawan, Ruzika Azhar, Septin Puji Astuti, Suranto Suranto, Hafidh Munawir, Unung Istopo Hartanto

This study explores the energy potential of spent tea waste (STW) for briquette production by integrating pyrolysis, Taguchi optimisation, and machine learning, a novel approach in biomass fuel research. Unlike conventional biomass briquettes, limited research has explored the optimisation of STW briquettes through thermal decomposition. Pyrolysis is introduced as a pre-treatment to enhance fuel properties, while the Taguchi method systematically optimises combustion performance. Additionally, machine learning models provide a predictive framework, identifying key factors that influence briquette quality. An L9(33) orthogonal array was used to evaluate nine combinations of tea ash composition (100 g, 150 g, and 200 g), starch (7.5 g, 10 g, and 12.5 g), and water (80 mL, 120 mL, and 160 mL). Analysis of Variance (ANOVA) determined the effects of these variables on proximate composition and calorific value, while machine learning identified the predictive model and the most influential parameters affecting briquette performance. The results reveal that water and its interaction with tea ash significantly affect moisture content (R2 = 95.2%, RMSE = 0.849), while starch and tea ash interaction govern volatile matter (R2 = 62.5%, RMSE = 1.010). Fixed carbon, a key factor in combustion stability, is influenced by all briquette materials (R2 = 86.7%, RMSE = 2.210). This is similar to the calorific value, which improves combustion efficiency (R2 = 95.0%, RMSE = 0.313). Meanwhile, this study was unable to determine a predictive model for ash content. The optimal composition, 200 g tea ash, 7.5 starch, 80 mL water, achieves a calorific value of 24.18 MJ/kg, with 2.62 wt% moisture content, 23.05 wt% volatile matter, 61.81 wt% fixed carbon, and 10.81 wt% ash content. These results highlight the potential of STW as a sustainable biofuel feedstock. Although the calorific and moisture content meet European standards, reducing ash content remains a key challenge due to the material’s high mineral content and trade-offs in the pyrolysis process. This study demonstrates the feasibility of combining thermal pre-treatment, statistical optimisation, and machine learning to improve biomass briquette performance and support circular economy initiatives.

Graphical abstract

本研究通过结合热解、田口优化和机器学习(生物质燃料研究中的一种新方法),探索了废茶废物(STW)用于型煤生产的能源潜力。与传统的生物质型煤不同,通过热分解对STW型煤进行优化的研究有限。热解作为一种前处理被引入,以提高燃料的性能,而田口方法系统地优化燃烧性能。此外,机器学习模型提供了一个预测框架,确定影响型煤质量的关键因素。采用L9(33)正交试验对茶灰组合物(100 g、150 g和200 g)、淀粉(7.5 g、10 g和12.5 g)和水(80 mL、120 mL和160 mL)的9种组合进行了评价。方差分析(ANOVA)确定了这些变量对近似组成和热值的影响,而机器学习确定了预测模型和影响型煤性能的最具影响力的参数。结果表明,水分及其与茶灰的交互作用显著影响水分含量(R2 = 95.2%, RMSE = 0.849),淀粉与茶灰的交互作用显著影响挥发物含量(R2 = 62.5%, RMSE = 1.010)。固定碳是影响燃烧稳定性的关键因素,它受所有型煤材料的影响(R2 = 86.7%, RMSE = 2.210)。这与热值相似,可以提高燃烧效率(R2 = 95.0%, RMSE = 0.313)。同时,本研究无法确定灰分含量的预测模型。最佳配方为200克茶灰、7.5淀粉、80毫升水,发热量为24.18 MJ/kg,水分含量为2.62 wt%,挥发物含量为23.05 wt%,固定碳含量为61.81 wt%,灰分含量为10.81 wt%。这些结果突出了STW作为可持续生物燃料原料的潜力。虽然热和水分含量符合欧洲标准,但由于材料的高矿物质含量和热解过程中的权衡,降低灰分含量仍然是一个关键的挑战。该研究证明了将热预处理、统计优化和机器学习相结合以提高生物质成型燃料性能和支持循环经济举措的可行性。图形抽象
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引用次数: 0
Investigation of growth, protein and astaxanthin amounts of chlorophyta Chlorella vulgaris and Scenedesmus acutus species inoculated in different culture medium 不同培养基上接种小球藻和尖苞绿藻的生长、蛋白质和虾青素含量的研究
IF 4.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2026-01-23 DOI: 10.1007/s13399-025-07004-7
Gokce Kendirlioglu Simsek, Ahmet Kadri Cetin

In this study aims to determine the changes in growth, astaxanthin, protein, lipid, caretenoid and chlorophylla, b content by cultivating Scenedesmus acutus and Chlorella vulgaris species for 12 days in 9 different culture media (BG11, Jaworski’s, Cheese Whey, Different Molasses Concentrations, Mineral water, Tap Water, and Nitrogen-Free Jaworski’s Medium). The analyses revealed that in all concentrations of industrial waste molasses, both species exhibited much higher growth and protein content compared to other culture media. It was determined that the astaxanthin content in Chlorella vulgaris reached a maximum value of 2.718 µg ml− 1 in cultures prepared with 4 g L− 1 concentration of molasses culture medium, while in Scenedesmus acutus, this value increased to 2,945 µg ml− 1. The lipid content reached its maximum value on the sixth day in cultures of Scenedesmus acutus(83,15%) and Chlorella vulgaris(83,05%) prepared with molassses concentration of 4 g L− 1. Carotenoid, chlorophyll a and chlorophyll b levels were found to be significantly lower in culture media prepared with whey compared to other media. Determining the optimal culture media contributes to increased efficiency in algae biomass production, enabling more sustainable and economical production of high-value bioactive compounds such as astaxanthin.

本研究通过在9种不同培养基(BG11、Jaworski培养基、奶酪乳清、不同糖蜜浓度、矿泉水、自来水和无氮Jaworski培养基)中培养尖小球藻(Scenedesmus acutus)和小球藻(Chlorella vulgaris) 12 d,测定其生长、虾青素、蛋白质、脂肪、类钙素和叶绿素、b含量的变化。分析表明,在所有浓度的工业废糖中,两种植物的生长和蛋白质含量都比其他培养基高得多。结果表明,在糖蜜浓度为4 g L−1的培养基中,普通小球藻虾青素含量最高,为2.718µg ml−1,而在尖尖小球藻中虾青素含量最高,为2945µg ml−1。当糖蜜浓度为4 g L−1时,在第6天,尖角小球藻(Scenedesmus acutus)和普通小球藻(Chlorella vulgaris)的脂质含量达到最大值。与其他培养基相比,乳清培养基的类胡萝卜素、叶绿素a和叶绿素b水平显著降低。确定最佳培养基有助于提高藻类生物量生产效率,使虾青素等高价值生物活性化合物的生产更加可持续和经济。
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引用次数: 0
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Biomass Conversion and Biorefinery
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