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Deep learning-guided engineering of pectinase for enhanced catalytic performance in tobacco processing 以深度学习为导向的果胶酶在烟草加工中的催化性能增强工程
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-01-17 DOI: 10.1016/j.biortech.2026.134028
Xueao Zheng , Tengfei Liu , Xiaozhan Qu , Zeping Sun , Xinyu Zhao , Yalong Xu , Chen Wang , Cunxi Wang , Peijian Cao , Qiansi Chen
Deep learning is revolutionizing enzyme engineering through efficient residue redesign. Leveraging deep learning for enzyme engineering, we redesigned a pectinase using ProteinMPNN guided by multiple sequence alignment. Our top-performing variant, DS-5, incorporated 72 mutations and achieved an 8.9-fold increase in catalytic activity compared to the wild-type. DS-5 also displayed significantly improved thermostability, with an optimal temperature increasing by 10°C, and robust performance over a wide pH range (7.0–11.0). Structural and molecular dynamics analyses revealed the source of this enhancement: a remodeled surface electrostatic potential due to the increase of five positively charged residues, forming an extended positive groove that potentially improves substrate binding affinity. This rationally designed enzyme demonstrated superior performance in applied settings, including apple juice clarification and tobacco degradation. Furthermore, treating tobacco leaves with DS-5 substantially improved their sensory profile by elevating the concentration of desirable flavor compounds like sucrose and lactones. Our study provides a framework for deep learning-guided engineering of highly efficient enzymes, directly linking catalytic improvements to enhanced end-product quality for industrial applications.
通过高效的残基重新设计,深度学习正在彻底改变酶工程。利用酶工程的深度学习,我们使用多序列比对指导的ProteinMPNN重新设计了一个果胶酶。我们表现最好的变体DS-5包含72个突变,与野生型相比,催化活性提高了8.9倍。DS-5的热稳定性也得到了显著改善,其最佳温度提高了10°C,并且在较宽的pH范围(7.0-11.0)内具有良好的性能。结构和分子动力学分析揭示了这种增强的来源:由于五个带正电的残基的增加而重塑的表面静电势,形成一个扩展的正槽,可能提高底物的结合亲和力。合理设计的酶在苹果汁澄清和烟草降解等应用环境中表现出优异的性能。此外,用DS-5处理烟叶,通过提高蔗糖和内酯等理想风味化合物的浓度,显著改善了烟叶的感官特征。我们的研究为高效酶的深度学习指导工程提供了一个框架,直接将催化改进与工业应用的最终产品质量提高联系起来。
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引用次数: 0
A synergistic strategy coupling enzymatic isomerization with boronate affinity adsorption for efficient tagatose biosynthesis 协同策略耦合酶异构化与硼酸盐亲和吸附高效塔格糖生物合成
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-01-19 DOI: 10.1016/j.biortech.2026.134042
Yawen Lu , Guangzhen Wang , Wenmeng He , Yiming Sun , Mingming Wang
Tagatose, a functional ketose produced by galactose isomerization, faces production challenges due to reaction equilibrium limitations and the difficulty of separating similar sugars. This study developed an integrated strategy to overcome these hurdles by combining enzymatic catalysis with selective adsorption. Mesophilic and thermophilic l-arabinose isomerases (l-AIs), namely BtAI from Bacillus thermoglucosidasius and LfAI from Lactobacillus fermentum, were engineered to catalyze the conversion of galactose into tagatose. After systematic optimization, the BtAI-catalyzed galactose isomerization produced 15.05 g/L tagatose with a yield of 47.68 %, whereas the LfAI-catalyzed reaction produced 17.87 g/L tagatose with a yield of 53.05 %. In addition, dual-enzyme cascade systems combining β-galactosidase (β-Gal) with l-AIs were constructed to explore their ability to valorize lactose for tagatose production. The BtAI-based dual-enzyme cascade system produced 23.93 g/L tagatose with a yield of 23.26 % from lactose, whereas the LfAI-based system resulted in 21.89 g/L tagatose with a yield of 19.72 %. To address purification and equilibrium constraints, a low-pKa boronate affinity adsorbent (PBA@AR) with high tagatose selectivity was synthesized. Implementing a PBA@AR-mediated adsorption-assisted isomerization strategy drove the reaction equilibrium forward, increasing the final tagatose yield to 67.07 % while simultaneously achieving a product purity exceeding 95 %. This work provides an efficient approach for enhancing both the yield and purity in enzymatic ketose production.
塔格糖是一种由半乳糖异构化产生的功能性酮糖,由于反应平衡的限制和分离类似糖的困难,在生产上面临着挑战。本研究开发了一种综合策略,通过结合酶催化和选择性吸附来克服这些障碍。设计了嗜温和嗜热l-阿拉伯糖异构酶(l-AIs),即来自热糖苷芽孢杆菌的BtAI和来自发酵乳杆菌的LfAI,催化半乳糖转化为塔格糖。经系统优化,bti催化的半乳糖异构化反应产糖率为15.05 g/L,产率为47.68%;lfi催化的反应产糖率为17.87 g/L,产率为53.05%。此外,我们构建了结合β-半乳糖苷酶(β-Gal)和l-AIs的双酶级联系统,以探索它们催化乳糖生产塔格糖的能力。以bti为基础的双酶级联体系产糖率为23.93 g/L,产率为23.26%,而以lfi为基础的体系产糖率为21.89 g/L,产率为19.72%。为了解决纯化和平衡的限制,合成了具有高塔格糖选择性的低pka硼酸亲和吸附剂(PBA@AR)。采用PBA@AR-mediated吸附辅助异构化策略,使反应平衡向前推进,最终塔格糖收率提高到67.07%,同时产品纯度超过95%。本研究为提高酶法生产酮糖的收率和纯度提供了一条有效途径。
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引用次数: 0
Valorization of oily sludge with coal gasification slag via catalytic pyrolysis 煤气化渣催化热解制备含油污泥的研究
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-02-05 DOI: 10.1016/j.biortech.2026.134161
Lei Han , Hai-Jie Hu , Jia-Xuan Liu , Tao Yu , Jin-Ling Li , Lan-Ting Ma , Cheng-Tun Qu , Zhong-Wen Liu
The treatment of oily sludge (OS) and coal gasification slag (CGS), which are abundant hazardous solid wastes in the energy industry, is still challenging. Herein, we demonstrate the CGS catalyzed OS pyrolysis in a fixed-bed reactor, and the effect of CGS to OS ratios on the product distribution was investigated at temperatures of 400–800 °C. Importantly, both coal gasification coarse slag (CGCS) and coal gasification fine slag (CGFS) can effectively catalyze the pyrolysis of OS with increased yields of methane, H2 and liquid hydrocarbons but suppressed formation of CO2 and sulfur-containing gases. Specifically, CGCS exhibited higher activity for gaseous product formation, whereas CGFS proved more effective in enhancing liquid oil production. Thermogravimetric results reveal that the OS pyrolysis proceeds in three stages, i.e., dehydration, light-component volatilization, and heavy-component/mineral decomposition, the kinetics of which can be optimally described by the distributed activation energy model. For both CGCS and CGFS, the activation energy decreased for the light-component decomposition but increased for heavy fractions, which is consistent with complex reaction pathways revealed from the Master plot analysis. These results not only validate the simultaneous valorization of CGS and OS, but also demonstrate the CGS catalyzed OS pyrolysis a promising waste-to-resource pathway.
含油污泥和煤气化渣是能源工业中大量的危险固体废物,其处理仍具有挑战性。本文在固定床反应器中进行了CGS催化OS热解实验,并在400-800℃的温度下考察了CGS与OS配比对产物分布的影响。重要的是,煤气化粗渣(CGCS)和煤气化细渣(CGFS)都能有效催化OS热解,增加甲烷、H2和液态烃的产率,抑制CO2和含硫气体的生成。具体来说,CGCS对气态产物的形成表现出更高的活性,而CGFS在提高液态油产量方面更有效。热重分析结果表明,OS热解过程分为脱水、轻组分挥发和重组分/矿物分解三个阶段,其动力学可以用分布式活化能模型进行最优描述。对于CGCS和CGFS,轻组分分解的活化能降低,重组分分解的活化能增加,这与Master plot分析揭示的复杂反应途径一致。这些结果不仅验证了CGS和OS的同时增值,也证明了CGS催化OS热解是一条很有前途的废物资源化途径。
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引用次数: 0
Three pairs of fungal Trametes strains isolated from distinct geographic origins show conserved genomic features and adaptive response to plant biomass 从不同地理来源分离的三对真菌系显示出保守的基因组特征和对植物生物量的适应性响应
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-02-06 DOI: 10.1016/j.biortech.2026.133990
E. Drula , D. Navarro , J. Lambert , D. Chaduli , A. Lomascolo , C. Heilmann , S. Grisel , K. Barry , K. Labutti , B. Andreopoulos , L. Siyoun , S. Tejomurthula , A. Lipzen , R. Riley , Igor V. Grigoriev , S. Miyauchi , M.N. Rosso
The genomes of white-rot fungi hold extended repertoires of enzymes active on virtually all the chemical bonds that intertwine lignocellulose polymers, and several Trametes species have been identified as powerful tools for biorefinery or bioremediation. However, only few studies have addressed the intra-species polymorphism one would expect from fungal strains collected in contrasted environments. We compared the genome sequence of pairs of strains collected in different geographic areas, for each of three fungal species. Using an updated list of the predicted functions for fungal ligno- and cellulolytic enzymes (CAZymes), we observed a high conservation of the gene repertoires among the six strains. We compared the adaptative response of the fungi grown on crystalline cellulose, wheat straw, aspen or pine sawdust by transcriptomics and secretomics. The gene regulation profiles were determined by the species and the substrates, rather than the strain. The secretomes did not show marked differences in the sets of secreted CAZymes after 3 day-growth on the substrates. We identified five transcription factor genes and two sesquiterpenoid synthesis genes induced during growth on lignocellulose. Wider studies using larger sets of strains will be necessary to evaluate the genericity of our findings, and to assess the phenotype diversity one could expect from geographic diversity as compared to taxonomic diversity in Trametes fungi.
白腐真菌的基因组中含有大量的酶,这些酶在几乎所有缠绕木质纤维素聚合物的化学键上都有活性,而且有几种真菌已经被确定为生物炼制或生物修复的有力工具。然而,只有少数研究解决了在对比环境中收集的真菌菌株的种内多态性。我们比较了在不同地理区域收集的菌株对的基因组序列,分别为三种真菌物种。利用真菌木素和纤维素水解酶(CAZymes)预测功能的更新列表,我们观察到6株菌株的基因库高度保守。我们通过转录组学和分泌组学比较了生长在结晶纤维素、麦秸、白杨和松木木屑上的真菌的适应性反应。基因调控谱是由物种和底物决定的,而不是菌株决定的。分泌组在基质上生长3天后,其分泌的CAZymes组数无显著差异。我们鉴定了5个转录因子基因和2个倍半萜类合成基因在木质纤维素生长过程中诱导。使用更大的菌株集进行更广泛的研究将是必要的,以评估我们的发现的普遍性,并评估人们可以从地理多样性中期望的表型多样性,将其与真菌的分类多样性进行比较。
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引用次数: 0
Lignin-empowered self-healing biomass ionogels for multi-modal flexible sensing 用于多模态柔性传感的木质素自愈生物质电离胶
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-01-22 DOI: 10.1016/j.biortech.2026.134062
Wenlian Qiu , Jia Xin Jiang , Dong Yu Zhu , Xiao Tong Chen , Bi Rao Huang , Wu Xuan Cen , Kai Yuan Li , Xueqing Qiu
Sustainable and green materials are demanded for flexible electronics while the conventional hydrogel and organogel systems face dual challenges of environmental vulnerability such as dehydration and liquid leakage and limited multifunctionality. Here, a biomass-based ionogel with covalent-physical dual crosslinking networks by integrating lignin, poly(thioctic acid) (PTA), and a halometallate ionic liquid is reported. The optimized ionogel presents exceptional mechanical properties (75 kPa strength, 1230% elongation at break) and near infrared (NIR)-accelerated self-healing function benefiting from lignin’s photothermal properties. Enabled by a decent conductivity (0.026 S/m), the ionogel manifest multi-stimuli sensing abilities, including strain, heat, and NIR light through distinct electrical signals including resistance and current changes. As a versatile multi-modal flexible sensor, it demonstrates robust human motion monitoring and accurate stimulus recognition of combined stimuli. This work advances high-value utilization of lignin and provides a green and practical strategy for fabricating multifunctional flexible sensors.
柔性电子产品需要可持续和绿色材料,而传统的水凝胶和有机凝胶系统面临环境脆弱性的双重挑战,如脱水和液体泄漏以及有限的多功能。本文报道了一种由木质素、聚硫辛酸(PTA)和盐金属酸盐离子液体组成的共价-物理双交联网络的生物质离子凝胶。优化后的离子凝胶具有优异的力学性能(75 kPa强度,1230%断裂伸长率)和近红外(NIR)加速自愈功能,这得益于木质素的光热特性。通过良好的电导率(0.026 S/m),离子凝胶通过不同的电信号(包括电阻和电流变化)表现出多种刺激感应能力,包括应变、热和近红外光。作为一种多功能多模态柔性传感器,它具有鲁棒的人体运动监测能力和对组合刺激的准确识别能力。这项工作促进了木质素的高价值利用,为制造多功能柔性传感器提供了一种绿色实用的策略。
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引用次数: 0
Coupling dalapon biodegradation with electricity generation in microbial fuel cells 微生物燃料电池中生物降解与发电的耦合
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-01-30 DOI: 10.1016/j.biortech.2026.134073
Yagiz Sarioglu , Dilek Sever-Kaya , Halil Kurt , Nigar Kantarci-Carsibasi , Aykut Kul , Sevgi Marakli , Tunc Catal
Dalapon (2,2-dichloropropionic acid) is a persistent halogenated herbicide frequently detected in aquatic environments, yet its bioelectrochemical degradation has not been previously demonstrated. This study reports the simultaneous biodegradation of dalapon and electricity generation in single-chamber microbial fuel cells inoculated with the psychrotolerant Antarctic isolate Psychrobacter sp. TaeBurcu001. While mixed microbial cultures alone were unable to oxidize dalapon as the sole added carbon source, co-inoculation with TaeBurcu001 enabled measurable electricity generation (0.1–0.21 V at 980 Ω) and achieved more than 90% dalapon removal. Targeted LC–MS/MS analysis confirmed substantial dalapon degradation under all tested conditions. Microbial community analysis based on 16S rRNA gene sequencing revealed enrichment of electrogenic and xenobiotic-degrading genera, including Xanthobacter, Pseudomonas, Achromobacter, and Dysgonomonas. Molecular docking and molecular dynamics simulations suggested favorable binding of dalapon within the catalytic pocket of L-2-haloacid dehalogenase, supporting a plausible enzymatic contribution to dehalogenation. Overall, this study demonstrates the potential of using specialized pollutant-degrading bacteria to enhance the functionality of MFCs for treating recalcitrant organic contaminants.
达拉蓬(2,2-二氯丙酸)是一种在水生环境中经常检测到的持久性卤化除草剂,但其生物电化学降解尚未得到证实。本研究报道了单室微生物燃料电池中dalapon的生物降解和发电的同时,接种了耐寒南极分离的Psychrobacter sp. TaeBurcu001。虽然单独的混合微生物培养不能氧化达拉蓬作为唯一添加的碳源,但与TaeBurcu001共接种可以产生可测量的发电量(0.1-0.21 V, 980 Ω),并实现了90%以上的达拉蓬脱除。有针对性的LC-MS /MS分析证实,在所有测试条件下,dalapon都有大量降解。基于16S rRNA基因测序的微生物群落分析显示,电生和外源降解属富集,包括黄杆菌属、假单胞菌属、无色杆菌属和Dysgonomonas。分子对接和分子动力学模拟表明,在l -2-卤酸脱卤酶的催化口袋内,dalapon有利地结合,支持酶对脱卤的合理贡献。总的来说,这项研究证明了使用专门的污染物降解细菌来增强mfc处理难降解有机污染物的功能的潜力。
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引用次数: 0
Mechanism study on the effects of Na/K hydroxides and chlorides on NO reduction by biomass volatiles reburning during high-alkali coal combustion 高碱煤燃烧过程中Na/K氢氧化物和氯化物对生物质挥发物再燃还原NO影响的机理研究
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-01-27 DOI: 10.1016/j.biortech.2026.134083
Minghui Xu , Jing Zhao , Xiayu Zhu , Honghai Yang , Xiaolin Wei
To clarify the influence of alkali metals on NO reduction by biomass volatiles during high-alkali coal combustion, a three-stage plug flow reactor (PFR) model with detailed C-H-N-O-Cl-Na-K mechanisms was established on the Chemkin platform. This study systematically investigated the influence of alkali–metal forms (NaOH, KOH, NaCl, KCl) on the deNOx performance of biomass volatiles and their individual components (H2、CO、CH4) under different air equivalence ratios (λ) and temperatures in the reburning zone. The results show that alkali metals (denoted as A, A = Na and K) consume H/OH radicals via the “AOH → A → AOH” cycle. When λ ≥ 0.9, they slightly promote deNOx by inhibiting the oxidation of nitrogen-containing intermediates (e.g., NH) by OH to form NO, increasing the NO reduction efficiency by about 10%. Conversely, when λ < 0.9, they switch to inhibiting deNOx, with the inhibition intensity varying significantly with fuel types and alkali metal forms. The inhibition follows the order CO > H2 > CH4 due to distinct deNOx pathways, while biomass volatiles exhibit intermediate inhibition between that of CO and CH4, resulting from multi-component synergistic effects. The effect peaks in the range of 900–1000 °C and weakens at higher temperatures. Chlorides (ACl) mainly participate in the inert cycle “ACl → A → ACl”, resulting in weaker effects than hydroxides. Consequently, the influence on NO reduction follows NaOH > KOH ≈ NaCl > KCl. This work elucidates the alkali-metal mechanisms in reburning deNOx and supports low-NOx combustion optimization for high-alkali fuels.
为明确高碱煤燃烧过程中碱金属对生物质挥发物还原NO的影响,在Chemkin平台上建立了一个具有详细C-H-N-O-Cl-Na-K机理的三级塞流反应器(PFR)模型。本研究系统研究了在不同空气当量比(λ)和再燃区温度下,碱金属形态(NaOH、KOH、NaCl、KCl)对生物质挥发物及其组分(H2、CO、CH4)脱氧性能的影响。结果表明,碱金属(记为A、A = Na和K)通过“AOH→A→AOH”循环消耗H/OH自由基。当λ≥0.9时,它们通过抑制含氮中间体(如NH)被OH氧化生成NO来略微促进deNOx,使NO还原效率提高约10%。相反,当λ <; 0.9时,它们转向抑制deNOx,抑制强度随燃料类型和碱金属形态而显著变化。由于deNOx途径不同,抑制顺序为CO >; H2 > CH4,而生物质挥发物则表现为CO和CH4之间的中间抑制,这是多组分协同作用的结果。该效应在900-1000°C范围内达到峰值,在更高温度下减弱。氯化物(ACl)主要参与“ACl→A→ACl”的惰性循环,其作用弱于氢氧化物。因此,对NO还原的影响依次为NaOH >; KOH≈NaCl > KCl。这项工作阐明了碱金属再燃脱氮的机理,并为高碱燃料的低nox燃烧优化提供了支持。
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引用次数: 0
Persulfates radical-driven advanced oxidation: promising approach to regulate antibiotic resistance genes in composting systems 过硫酸盐自由基驱动的高级氧化:有希望的方法来调节堆肥系统中的抗生素抗性基因
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-02-09 DOI: 10.1016/j.biortech.2026.134190
Jiani Wang , Xia Gao , Nana Wei , Ruonan Ma , Yan Yang , Guoxue Li , Yuezhen Tian , Jing Yuan
Composting serves as a pivotal technology for recycling livestock manure and reducing antibiotic resistance genes (ARGs). However, optimizing only its physicochemical properties or microbial community yields limited success in ARG removal. In contrast, persulfate radical-driven advanced oxidation processes (AOPs) have proven highly effective in eliminating ARGs. This study demonstrates that the biological heat generated during composting can activates persulfate, not only boosting the ARGs removal rate to 96% but also effectively suppressing the rebound and re-enrichment of ARGs during the compost maturation stage, maintaining a removal rate of 55%. Specifically, this approach reduces the abundances of mobile genetic elements (MGEs, e.g., intI2, IncQ-oriV) and target ARGs (tetA, tetQ, strA, sul3). The mechanisms underlying ARG removal involve two key aspects: First, strong oxidative radicals produced by persulfate activation directly oxidize and damage resistant bacteria, thereby decreasing the abundances of ARGs and MGEs. Second, persulfate primarily inhibits ARGs transmission by reshaping the bacterial community structure. In traditional composting, non-host core bacteria act as “bridges” connecting distinct microbial modules, directly facilitating inter-modular ARGs transmission. Dominant genera such as Bacillus, norank_f__Limnochordaceae, Marinimicrobium, and Tepidimicrobium mainly carry key MGEs (intI2, Tn916/1545, tnpA, IS613), which further amplify the risk of ARGs dissemination. In contrast, following persulfate addition, only Truepera is detected as a non-host core bacterium, significantly reducing cross-module ARGs transmission pathways. This study offers a promising regulation strategy for mitigating ARG-related risks during composting.
堆肥是循环利用畜禽粪便和减少抗生素抗性基因(ARGs)的关键技术。然而,仅优化其物理化学性质或微生物群落,在去除ARG方面取得的成功有限。相比之下,过硫酸盐自由基驱动的高级氧化过程(AOPs)已被证明在消除ARGs方面非常有效。本研究表明,堆肥过程中产生的生物热可以激活过硫酸盐,不仅可以将ARGs的去除率提高到96%,还可以有效抑制堆肥成熟阶段ARGs的反弹和再富集,保持55%的去除率。具体来说,这种方法降低了可移动遗传元件(MGEs,例如intI2, IncQ-oriV)和目标ARGs (tetA, tetQ, strA, sul3)的丰度。ARG去除的机制主要包括两个方面:第一,过硫酸盐活化产生的强氧化自由基直接氧化和抗损伤细菌,从而降低ARG和MGEs的丰度。其次,过硫酸盐主要通过重塑细菌群落结构来抑制ARGs的传播。在传统的堆肥中,非宿主核心细菌充当连接不同微生物模块的“桥梁”,直接促进模块间ARGs的传播。Bacillus、norank_f__Limnochordaceae、Marinimicrobium和Tepidimicrobium等优势属主要携带关键MGEs (intI2、Tn916/1545、tnpA、IS613),进一步加大了ARGs传播的风险。相比之下,加入过硫酸盐后,只有Truepera被检测为非宿主核心细菌,显著减少了ARGs的跨模块传播途径。该研究为减轻堆肥过程中arg相关风险提供了一种有希望的监管策略。
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引用次数: 0
Transforming bioresources for high-efficiency energy storage: Utilizing porous carbon derived from reed in supercapacitor applications 将生物资源转化为高效能源储存:利用芦苇衍生的多孔碳在超级电容器中的应用
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-01-20 DOI: 10.1016/j.biortech.2026.134052
Shan Zhong , Shen Li , Longyun Dai , Xiaojun Zheng , Shuang Wang , Xin Zhao
By employing a sol–gel assisted self-assembly strategy to deconstruct the wood fiber structure in reed and subsequently combining it with zeolitic imidazolate framework (ZIF) topology, the in situ composite (N-RGel-ZT) was achieved at the molecular level, thereby producing a N/O co-doped porous carbon via two-step carbonization/activation processes. The results indicated that CN-RGel possessed an exceptional surface area of 3357 m2·g−1 and a gradational micro-/mesoporous structure featuring a micropore ratio of 56.6 %. This structure contributes to high pore utilization and creates nano-porosities that act as ion buffering reservoirs. CN-RGel exhibited uniform element distribution, with N and O contents of 3.11 at% and 8.58 at%, respectively. In a three-electrode electrochemical setup, the CN-RGel electrode demonstrated a remarkable capacitance of 408.8 F·g−1. When constructed into a dual electrode supercapacitor device utilizing ionic liquid electrolyte, it achieved an optimal energy density of 121.66 Wh·kg−1 and peak power density of 17,500 W·kg−1, in addition to good cycle durability of 95.76 % over 10,000 repetitions.
通过采用溶胶-凝胶辅助自组装策略解构芦苇中的木纤维结构,然后将其与沸石咪唑酸框架(ZIF)拓扑结构结合,在分子水平上获得原位复合材料(N- rgel - zt),从而通过两步碳化/活化工艺生产出N/O共掺杂多孔碳。结果表明,CN-RGel具有优异的比表面积(3357 m2·g−1)和微孔/介孔结构,微孔率为56.6%。这种结构有助于提高孔隙利用率,并产生纳米孔隙,作为离子缓冲储层。CN-RGel元素分布均匀,N和O含量分别为3.11 at%和8.58 at%。在三电极电化学设置中,CN-RGel电极表现出408.8 F·g−1的显著电容。当采用离子液体电解质构建成双电极超级电容器器件时,其最佳能量密度为121.66 Wh·kg - 1,峰值功率密度为17,500 W·kg - 1,并且在10,000次重复中具有95.76%的良好循环耐久性。
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引用次数: 0
Target prepared Nitrogen-Doped lignin biochar anchored Co-Mn oxides for directed singlet oxygen generation in fenton-like Reactions: Performance and mechanism 目标制备的氮掺杂木质素生物炭锚定Co-Mn氧化物用于类芬顿反应的定向单线态制氧:性能和机理
IF 9 1区 环境科学与生态学 Q1 AGRICULTURAL ENGINEERING Pub Date : 2026-04-01 Epub Date: 2026-01-29 DOI: 10.1016/j.biortech.2026.134130
Yubing Lu , Jinwen Hu , Xiao Cao , Qiujie Huang , Nanwen Zhu
Converting lignin into biochar-based Fenton-like catalysts represents a promising strategy for the upgrading of lignin. Herein, Co-Mn layered bimetallic oxides (CML) was anchored onto nitrogen-doped lignin biochar (NLBC) to achieve targeted enhancement of singlet oxygen (1O2) generation in peroxymonosulfate (PMS)-based advanced oxidation processes (AOPs). The NLBC-anchored CML (CMLN)/PMS system achieved nearly completely (>99%) degradation of antibiotics within 20 min with the kobs of 0.28 min−1. It maintained excellent catalytic performance in real-water environments and across a wide pH range, remaining over 85% catalytical activity after 4 cycles. Experiments and theoretical calculations demonstrated that the NLBC anchoring strategy induces localized charge redistribution, enhancing the electron density at Co sites and promoting electron transfer. Moreover, NLBC favored the preferential coordination PMS with electron-rich Co sites, thereby achieving targeted enhancement of 1O2 generation. Overall, this work offers a promising strategy for value-added conversion of lignin resources into efficient Fenton-like catalysts for wastewater treatment.
将木质素转化为生物炭基Fenton-like催化剂是一种很有前途的木质素升级策略。本文将Co-Mn层状双金属氧化物(CML)固定在氮掺杂木质素生物炭(NLBC)上,以实现基于过氧单硫酸盐(PMS)的高级氧化工艺(AOPs)中单线态氧(1O2)生成的靶向增强。nlbc锚定的CML (CMLN)/PMS系统在20分钟内几乎完全(>99%)降解抗生素,kobs为0.28 min−1。在实水环境和较宽的pH范围内保持优异的催化性能,4次循环后仍保持85%以上的催化活性。实验和理论计算表明,NLBC锚定策略诱导了局域电荷重分布,提高了Co位的电子密度,促进了电子转移。此外,NLBC有利于与富电子Co位优先配合的PMS,从而有针对性地增强了1O2的生成。总的来说,这项工作为木质素资源转化为高效的fenton类废水处理催化剂提供了一个有前途的增值策略。
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Bioresource Technology
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