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Metamaterial-Inspired Dual-Band Flexible Textile Antenna Using Wool-Felt Substrate for Body-Centric Wireless Electronics 用毛毡衬底的超材料启发的双波段柔性纺织天线用于以身体为中心的无线电子设备
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-03 DOI: 10.1021/acsomega.6c06181
Saïd Douhi, Mounir El Achaby, Zahriladha Zakaria, A. J. A. Al-Gburi, Adil Eddiai

Flexible textile-basedelectronic systems are emergingas promisingcandidates for next-generation wearable technologies due to theirmechanical compliance, lightweight nature, and seamless integrationinto garments. In this work, a metamaterial-inspired dual-band flexibletextile antenna based on a wool-felt substrate is presented for body-centricwireless applications. The proposed device is designed as a flexibleelectronic structure integrating coplanar waveguide (CPW) feedingwith symmetric square-ring resonators to enable compact size and dual-bandelectromagnetic functionality. The wool-felt substrate serves as afunctional textile material offering low density, high flexibility,and stable dielectric behavior under mechanical deformation. The fabricatedstructure exhibits an overall dimension of 40 × 52 mm2, making it suitable for garment-integrated electronic systems. Experimentalresults demonstrate two impedance bandwidths of 3.11–3.70 GHzand 5.52–6.89 GHz (|S11| < −10dB), covering sub-6 GHz 5G and ISM wireless communication bands. Theproposed flexible electronic system achieves measured gains of 1.81dBi and 4.35 dBi at the lower and upper frequency bands, respectively,with good agreement between simulated and experimental results. Mechanicalbending analysis confirms stable electromagnetic performance, withresonance shifts below 1%, indicating robust mechanical–electromagneticcoupling under deformation. Furthermore, specific absorption rate(SAR) analysis verifies compliance with international safety standardsfor on-body wireless operation. Owing to its combination of a functionaltextile substrate, compact architecture, and stable dual-band performance,the proposed wool-felt-based flexible antenna represents a promisingcandidate for wearable and body-centric electronic systems.

基于柔性纺织品的电子系统由于其机械合规性、轻质性和与服装的无缝集成而成为下一代可穿戴技术的有希望的候选者。在这项工作中,提出了一种基于毛毡衬底的超材料启发的双频柔性纺织天线,用于以身体为中心的无线应用。该器件被设计为一个柔性电子结构,集成了共面波导(CPW)馈电和对称方环谐振器,以实现紧凑的尺寸和双频段电磁功能。毛毡基材作为功能性纺织材料,具有低密度、高柔韧性和在机械变形下稳定的介电性能。该制造结构的整体尺寸为40 × 52 mm2,适用于服装集成电子系统。实验结果显示了3.11-3.70 GHz和5.52-6.89 GHz两个阻抗带宽(|S11| <−10dB),覆盖了低于6 GHz的5G和ISM无线通信频段。所提出的柔性电子系统在上下频段的测量增益分别为1.81dBi和4.35 dBi,仿真结果与实验结果吻合较好。机械弯曲分析证实了稳定的电磁性能,共振位移低于1%,表明变形下机械-电磁耦合稳健。此外,特定吸收率(SAR)分析验证符合车载无线操作的国际安全标准。由于其结合了功能性纺织品衬底,紧凑的结构和稳定的双频性能,所提出的基于羊毛毡的柔性天线代表了可穿戴和以身体为中心的电子系统的有希望的候选者。
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引用次数: 0
Hydrogen Blending in Natural Gas: Technologies and Challenges 天然气中的氢混合:技术与挑战
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-10 DOI: 10.1021/acsomega.6c07107
Dan Guo, Yuxin Cui, Pan Zhang, Xiao Wu, Zhao Yang, Jiang Bian

In this paper, acomprehensive review of the technologies and challengesassociated with hydrogen-blended natural gas (HBNG) systems is provided.The background, hydrogen production pathways, blending technologies,and implementation strategies of HBNG were systematically reviewed,while the effects of hydrogen addition on gas properties, pipelinetransportation systems, and end-use applications were critically examined.The results indicate that HBNG technologies are gradually evolvingfrom low-concentration feasibility studies toward high-hydrogen-ratioapplications. At elevated hydrogen blending levels, major technicalchallenges include hydrogen embrittlement of pipeline materials, leakageand explosion risks, combustion stability control, and determinationof hydrogen blending ratios. Besides, high hydrogen production costs,infrastructure retrofitting requirements, and the lack of harmonizedinternational standards continue to hinder large-scale deployment.Therefore, future implementation of HBNG technologies will requirebreakthroughs in material durability, technical standardization, accuratehydrogen concentration control, and end-use system adaptability, therebyproviding important support for the transition toward low-carbon andsustainable energy systems.

本文对氢混合天然气(HBNG)系统的相关技术和挑战进行了全面综述。系统地回顾了HBNG的背景、制氢途径、混合技术和实施策略,同时严格审查了加氢对气体性质、管道运输系统和最终用途应用的影响。结果表明,HBNG技术正逐步从低浓度可行性研究向高氢比应用发展。在高氢混合水平下,主要的技术挑战包括管道材料的氢脆、泄漏和爆炸风险、燃烧稳定性控制以及氢混合比例的确定。此外,高氢气生产成本、基础设施改造要求以及缺乏统一的国际标准继续阻碍大规模部署。因此,未来实施HBNG技术将需要在材料耐久性、技术标准化、精确的氢气浓度控制和最终用途系统适应性方面取得突破,从而为向低碳和可持续能源系统过渡提供重要支持。
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引用次数: 0
Ultrarobust, Rapidly Recoverable Superhydrophobic Coatings with Self-Similar Micro/Nanostructures and Reinforced Interface for Aluminum Alloy Protection 具有自相似微/纳米结构和增强界面的超坚固、快速可恢复超疏水涂层用于铝合金保护
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-08 DOI: 10.1021/acsomega.6c07237
Jing Chen, Fujia Wang, Xinxin Xiao, Xiaohan Jia, Xiaowei Wang, Sha Chen

In the field of aluminum alloy protection, constructingdurablesuperhydrophobic coatings through a simple strategy is always a greatchallenge. Here, we report a functional coating with high mechanicalrobustness and superhydrophobic recoverability, composed of 1H, 1H,2H, 2H-perfluorooctyltriethoxysilane (PTES) bonded octyltrimethoxysilane-functionalizedtitanium dioxide nanoparticles (OTMS-TiO2 NPs) and high-viscosityepoxy resin (EP). The coating combines a hierarchical micro/nanostructure,an EP adhesive interface, and a surface enriched with fluorinatedand alkyl functionalities. The synergy between the hierarchical roughnessand the low-polarity surface chemistry enables excellent water repellency.After 100 cycles of sandpaper abrasion or tape peeling, the coatingretained its superhydrophobic water repellency, with WCA values remainingabove 160°. The newly exposed surfaces preserved sufficient hierarchicalroughness and low-surface-energy components to sustain superhydrophobic.Even after continuous water flow impact or stirred sand-slurry abrasionfor 48 h, the superhydrophobicity of the coating does not show significantdegradation (WCA > 150°). In addition, the coating shows greatstability in strong acidic (pH = 2) or strong alkaline (pH = 12) environments.More importantly, when the coating encounters mechanical damage, corrosionby 36.5 wt % HCl, or complete contamination by industrial oil/paint,its superhydrophobic properties can be quickly restored through asimple sandpaper rubbing treatment. This easily prepared superhydrophobiccoating with both recoverability and excellent robustness providesnew technical support for protecting aluminum alloy.

在铝合金防护领域,通过简单的策略构建耐用的超疏水涂层一直是一个巨大的挑战。本文报道了一种由1H, 1H,2H, 2H-全氟辛基三乙基氧基硅烷(PTES)键合辛基三甲氧基硅烷功能化二氧化钛纳米粒子(OTMS-TiO2 NPs)和高粘度环氧树脂(EP)组成的具有高机械稳健性和超疏水可恢复性的功能涂层。该涂层结合了层次化的微/纳米结构、EP粘合剂界面和富含氟化和烷基功能的表面。层次粗糙度和低极性表面化学之间的协同作用使其具有优异的拒水性。经过100次砂纸磨损或胶带剥皮后,涂层仍保持其超疏水性,WCA值保持在160°以上。新暴露的表面保留了足够的层次粗糙度和低表面能成分,以维持超疏水性。即使在连续水流冲击或搅拌砂浆磨擦48 h后,涂层的超疏水性也未出现明显的下降(WCA > 150°)。此外,该涂层在强酸(pH = 2)或强碱(pH = 12)环境中表现出极大的稳定性。更重要的是,当涂层受到机械损伤、36.5%盐酸腐蚀或完全被工业油/油漆污染时,通过简单的砂纸磨擦处理,可以迅速恢复其超疏水性能。该超疏水涂层制备简单,具有可恢复性和优异的坚固性,为保护铝合金提供了新的技术支持。
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引用次数: 0
The Influence of Rheological Properties on the Adhesiveness of Food Waste and Its Implications for Mechanical Separation 流变学性质对食物垃圾黏附性的影响及其对机械分离的意义
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-09 DOI: 10.1021/acsomega.6c02843
Panida Payomthip, Noppharit Sutthasil, Hiroyuki Ishimori, Tomonori Ishigaki, Masato Yamada

The viscoelastic and adhesive properties of food wastematerialsare critical factors influencing the efficiency of mechanical separationprocesses in waste management. This study investigated the moisture-dependentrheological behavior─specifically storage modulus in both shear(G′) and compression (E′)modes, alongside the loss factor (tan δ)─of various foodwaste types, categorized as solid-like (steamed rice, banana pulp,raw meat) and paste-like (mashed banana, ketchup, mashed steamed rice,yogurt). These properties were correlated with adhesion strength onaluminum and high-density polyethylene (HDPE) surfaces using 90°peel tests. Results identified specific moisture-induced viscoelastictransitions for different materials. Steamed rice demonstrated a sharpincrease in tan δ at a critical moisture range, indicative ofstarch gelatinization. Material-specific correlations revealed thathigher tan δ (more viscous behavior) closely corresponds tostructural softening and enhanced interfacial adhesion within individualpaste-like materials, with consistently stronger adhesion observedon aluminum foil compared to HDPE sheets. However, carbohydrate-richpastes showed increased adhesion at very low moisture levels. Thesefindings highlight the significant impact of moisture-dependent rheologicalproperties, where tan δ serves as a critical within-materialtransition indicator for identifying localized risk of clogging, screenblinding, and material agglomeration in processing equipment. Thestudy underscores the importance of considering material-specificviscoelastic behavior and surface interactions in optimizing wasteprocessing technologies and suggests potential benefits of moisturecontrol and material selection in equipment design, as well as thestrategic implementation of source separation for problematic wastefractions, particularly those exhibiting high tan δ and highviscoelasticity.

食品垃圾的粘弹性和粘接性能是影响垃圾处理中机械分离过程效率的关键因素。本研究调查了各种食物垃圾的水分依赖流变行为──特别是剪切(G′)和压缩(E′)模式下的储存模量,以及损失因子(tan δ)──这些食物垃圾被分类为固体状(米饭、香蕉浆、生肉)和糊状(香蕉泥、番茄酱、米饭泥、酸奶)。使用90°剥离试验,这些性能与铝和高密度聚乙烯(HDPE)表面的粘附强度相关。结果确定了不同材料的特定湿致粘弹性转变。蒸熟的米饭在临界水分范围内的tan δ急剧增加,表明淀粉糊化。材料特异性相关性表明,较高的tan δ(更粘稠的行为)与单个糊状材料中的结构软化和增强的界面附着力密切相关,与HDPE片材相比,在铝箔上观察到的附着力始终更强。然而,富含碳水化合物的糊状物在非常低的水分水平下显示出增加的附着力。这些发现强调了水分依赖性流变特性的重要影响,其中tan δ作为识别加工设备中局部堵塞、屏蔽和材料团聚风险的关键材料内部过渡指标。该研究强调了在优化废物处理技术时考虑材料特定粘弹性行为和表面相互作用的重要性,并提出了在设备设计中控制水分和材料选择的潜在好处,以及对有问题的废物馏分(特别是那些表现出高tan δ和高粘弹性的废物馏分)进行源分离的战略实施。
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引用次数: 0
Engineering a Single-Plasmid Dual-Pigment Escherichia coli Biosensor for Simultaneous Colorimetric Detection of Pb(II) and Hg(II) 单质粒双色素大肠杆菌生物传感器同时比色检测Pb(II)和Hg(II)
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-07 DOI: 10.1021/acsomega.6c07888
Zhaobo Hu, Yan Guo, Peishuo Cao, Keyan Wei, Zongjie Ma, Boxin Li, Dong Li, Liang Zhou, Chang-ye Hui

This work presents an engineered single-plasmid, dual-pigmentwhole-cellbiosensor for simultaneous colorimetric detection of Pb(II) and Hg(II).To address the challenge of signal interference in cocontaminatedenvironmental samples, a Pb(II)-responsive PbrR regulatory moduledriving indigo biosynthesis (blue, 620 nm) and an Hg(II)-responsiveMerR module driving deoxyviolacein biosynthesis (purple, 570 nm) wereintegrated into Escherichia coli TOP10.The orthogonal decoupling of the two pigment pathways, combined witha unified 10 h induction protocol, enables independent chromogenicreadout of both metals from a single cultivation. Dose-response assaysafforded a broad linear dynamic range for Pb(II) of 0.977–2000μM (R2 = 0.9503) with a limit of detection (LOD)of 0.977 μM, alongside nanomolar sensitivity for Hg(II) witha linear range of 0.244–250 nM (R2 = 0.9800) andan LOD of 0.244 nM. A two-dimensional cross-concentration matrix experimentfurther demonstrated that the two detection channels maintain distinguishabledose-dependent responses under coexposure conditions, with crosstalkremaining within an acceptable range. Robust performance was retainedin spiked surface water and seawater matrices, yielding Pb(II) LODsof 0.244 μM (surface water) and 0.488 μM (seawater), andHg(II) LODs of 0.488 nM (surface water) and 0.977 nM (seawater). Thesedetection limits approach or fall below relevant environmental regulatorythresholds, including the Class III surface-water standard for Hg(II).This self-contained, instrument-free pigment-based approach enablesnaked-eye discrimination of both metals in a standard microplate assay,offering a low-cost, high-throughput screening platform that complementsstandard instrumental methods for on-site environmental monitoringand emergency pollution response.

这项工作提出了一种工程单质粒,双色素全细胞生物传感器,用于同时比色检测Pb(II)和Hg(II)。为了解决共污染环境样品中信号干扰的挑战,我们将驱动靛蓝生物合成(蓝色,620 nm)的Pb(II)响应型PbrR调控模块和驱动脱氧紫罗兰素生物合成(紫色,570 nm)的Hg(II)响应型emerr模块整合到大肠杆菌TOP10中。两种色素途径的正交解耦,结合统一的10小时诱导方案,可以从单一培养中独立读出两种金属的显色。该方法对Pb(II)的线性动态范围为0.977 ~ 2000μM (R2 = 0.9503),检出限(LOD)为0.977 μM;对Hg(II)的纳摩尔灵敏度为0.244 ~ 250 nM (R2 = 0.9800), LOD为0.244 nM。二维交叉浓度矩阵实验进一步证明,在共暴露条件下,两个检测通道保持可区分的剂量依赖性响应,串扰保持在可接受的范围内。在加标地表水和海水基质中,Pb(II) LODs分别为0.244 μM(地表水)和0.488 μM(海水),hg (II) LODs分别为0.488 nM(地表水)和0.977 nM(海水)。这些检测限接近或低于相关环境监管阈值,包括地表水汞(II)的III类标准。这种独立的、不需要仪器的基于色素的方法可以在标准微孔板分析中对两种金属进行裸眼辨别,提供了一种低成本、高通量的筛选平台,补充了现场环境监测和紧急污染响应的标准仪器方法。
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引用次数: 0
Study of the Graphene Oxide Reduction Reaction Kinetics: Modeling and Electrical Monitoring of the Process 氧化石墨烯还原反应动力学研究:过程建模和电监测
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-05 DOI: 10.1021/acsomega.6c06676
Alessandra M. G. Barbosa, Andrés Vercik

Chemical reductionof graphene oxide is considered to be the mostpromising method for the large-scale, fast, and low-cost productionof graphene in solution. Despite its importance, there is a lack ofstudies regarding this process, the detailed description of whichwould allow for optimization in terms of both time and cost. Moreover,a rapid and real-time method for monitoring the reaction could furtheroptimize the procedure. The aim of this work is to study the kineticsof the chemical reduction of graphene oxide using ascorbic acid asa green reducing agent. For this purpose, the reduction reaction ismonitored by measuring both the UV–vis spectra and the electricalconductance of the reaction solution, which increases as the reductionof graphene oxide proceeds. An accurate mathematical model of thereaction kinetics is proposed. Excellent agreement between the experimentaland simulated curves was obtained using an uncoupled system of first-orderdifferential equations for each reactant. The electrical monitoringof the reaction progress is validated by comparing the reduced grapheneoxide concentrations obtained by the two methods, with no significantdifferences.

化学还原氧化石墨烯被认为是大规模、快速、低成本生产溶液中石墨烯最有前途的方法。尽管它很重要,但缺乏关于该过程的研究,该过程的详细描述将允许在时间和成本方面进行优化。此外,快速实时监测反应的方法可以进一步优化过程。本研究的目的是研究抗坏血酸作为绿色还原剂对氧化石墨烯的化学还原动力学。为此,通过测量紫外可见光谱和反应溶液的电导率来监测还原反应,电导率随着氧化石墨烯还原的进行而增加。提出了反应动力学的精确数学模型。对每种反应物采用一阶微分方程解耦系统,实验曲线与模拟曲线非常吻合。通过比较两种方法获得的还原氧化石墨烯浓度,验证了反应过程的电监测,没有显着差异。
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引用次数: 0
Effect of Silica on Nitrate-Incorporated Vanadia Catalysts in Low-Temperature Selective Catalytic Reduction of Nitrogen Oxides 二氧化硅对硝酸钒催化剂低温选择性催化还原氮氧化物的影响
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-09-29 DOI: 10.1021/acsomega.6c06102
Gibum Kwon, Shin Ae Song, Duck Hyun Lee

Developing shapedcatalysts for the low-temperature selective catalyticreduction (SCR) of NOx often results insevere physical detachment and efficiency loss. Building on our previousdevelopment of highly active nitrate-incorporated V2O5–WO3/TiO2 powder catalysts, weinvestigated the effect of SiO2 as a structural binderfor coating these catalysts onto glass fiber sheets. Coatings with0–30 wt % SiO2 were prepared and evaluated. Theaddition of 10 wt % SiO2 significantly improved catalystdispersion, coating uniformity, and mechanical adhesion, successfullypreventing the structural degradation typically observed under highlyhumid operating conditions. Consequently, the SiO2-containingcatalyst demonstrated enhanced physical stability, maintaining consistentNOx removal efficiencies for at least80 h, whereas the SiO2-free coating showed progressivedeactivation due to physical peeling. The optimized catalyst (10 wt% SiO2, 4 wt % V2O5) achieved a 98.7%NOx removal efficiency at 180 °Cunder dry conditions and 95.2% in the presence of 10 vol % H2O. These findings clearly demonstrate that SiO2 acts asan exceptionally robust structural binder, effectively bridging thegap between highly active fundamental powders and macroscopicallystable industrial applications.

开发用于NOx低温选择性催化还原(SCR)的定型催化剂往往会导致严重的物理剥离和效率损失。在我们之前开发的高活性硝酸盐掺杂V2O5-WO3 /TiO2粉末催化剂的基础上,我们研究了SiO2作为结构粘合剂将这些催化剂涂覆在玻璃纤维片上的效果。制备了SiO2含量为0 - 30 wt %的涂层并对其进行了评价。添加10 wt %的SiO2显著改善了催化剂的分散性、涂层均匀性和机械附着力,成功地防止了在高度潮湿的操作条件下通常观察到的结构降解。因此,含sio2催化剂表现出增强的物理稳定性,在至少80小时内保持一致的nox去除效率,而不含sio2的涂层由于物理剥落而逐渐失活。优化后的催化剂(10 wt% SiO2, 4 wt% V2O5)在180°c干燥条件下的nox去除率为98.7%,在10 vol % H2O存在下的nox去除率为95.2%。这些发现清楚地表明,SiO2是一种非常坚固的结构粘合剂,有效地弥合了高活性基础粉末和宏观稳定工业应用之间的差距。
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引用次数: 0
Mechanically Robust and Highly Conductive Cellulose Nanopaper Electrodes Enabled by Polyaniline-Graphene Hybrid Networks for Flexible Supercapacitors 柔性超级电容器用聚苯胺-石墨烯混合网络实现机械坚固和高导电性纤维素纳米纸电极。
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-09 DOI: 10.1021/acsomega.6c10164
Mengge Gao, Kun Liu, Ningning Tan, Yuanye Jiang, Jiansong Chen, Yaoqi Yin, Aijun Xie, Xuejun Pan, Haishun Du, Sundaram Gunasekaran

Flexible, freestandingelectrodes with high mechanical robustness,electrical conductivity, and electrochemical performance are highlydesirable for wearable energy storage devices. Herein, a hierarchicalpolyaniline/partially oxidized graphene/cellulose nanopaper (PANI/po-Gr/CNP)electrode was developed by integrating redox-active PANI, conductivepo-Gr, and mechanically robust cellulose nanofibers (CNFs). PANI-coatedCNFs were first prepared via in situ polymerization, followed by incorporationof po-Gr nanosheets. We vacuum-filtered and dried the resulting hybridsuspension to fabricate a freestanding PANI/po-Gr/CNP electrode. Comparedwith the po-Gr-free PANI/CNP electrode, the optimized PANI/po-Gr/CNPelectrode increased electrical conductivity from 0.16 to 1.85 S·cm–1 while maintaining a comparable tensile strength (∼42MPa). In a three-electrode configuration, the optimized electrodedelivered an areal capacitance of 2.74 F·cm–2 at 5 mV·s–1, corresponding to volumetricand gravimetric capacitances of 342.5 F cm–3 and572.7 F·g–1 (based on the combined mass ofPANI and po-Gr), respectively. The assembled symmetric supercapacitordelivered an areal energy density of 58.08 μWh·cm–2 and a volumetric energy density of 7.26 mWh·cm–3, while retaining 81.0% of its initial capacitance after 10,000 charge–dischargecycles. These results show that combining CNFs, PANI, and po-Gr enablesa freestanding electrode with a favorable balance of mechanical robustness,electrical conductivity, and electrochemical performance, offeringa promising platform for flexible, wearable supercapacitors.

具有高机械稳健性、导电性和电化学性能的柔性、独立式电极非常适合用于可穿戴储能设备。本文通过整合氧化还原活性聚苯胺、导电po-Gr和机械坚固的纤维素纳米纤维(cnf),开发了一种分层聚苯胺/部分氧化石墨烯/纤维素纳米纸(PANI/po-Gr/CNP)电极。聚苯胺包覆CNFs首先通过原位聚合制备,然后加入po-Gr纳米片。我们真空过滤和干燥得到的混合悬浮液,以制造一个独立的聚苯胺/po-Gr/CNP电极。与无po-Gr的PANI/CNP电极相比,优化后的PANI/po-Gr/CNP电极的电导率从0.16提高到1.85 S·cm-1,同时保持了相当的抗拉强度(~ 42 MPa)。在三电极结构下,优化后的电极在5 mV·s-1下的面电容为2.74 F·cm-2,对应的体积和重量电容分别为342.5 F·cm-3和572.7 F·g-1(基于聚苯胺和po-Gr的组合质量)。组装后的对称超级电容器的面能量密度为58.08 μWh·cm-2,体积能量密度为7.26 mWh·cm-3,在10,000次充放电循环后保持81.0%的初始电容。这些结果表明,CNFs、聚苯胺和po-Gr的结合使独立电极具有良好的机械稳健性、导电性和电化学性能的平衡,为柔性、可穿戴超级电容器提供了一个有前途的平台。
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引用次数: 0
Gated Residual Fusion Framework for Mitigating Error Accumulation in Multistep NOx Prediction for Utility CFB Boilers 基于门控残余融合框架的电厂循环流化床锅炉多步NOx预测误差累积控制。
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-08 DOI: 10.1021/acsomega.6c09912
Guangting Liao, Cong Yu, Yukun Zhu, Wei Fan, Haiquan Yu, Qiang Wang

Accurate multistepprediction of nitrogen oxide (NOx) emissionsis essential for combustion perception and optimization in utilityboilers. Under deep peak-shaving conditions, frequent operating conditiontransitions induce mixed operating data, strong variable coupling,and progressive error accumulation, restricting the long-horizon stabilityof conventional models. To address these issues, a gated residualfusion framework was constructed by using data from a 300 MW circulatingfluidized bed (CFB) boiler. A preprocessing strategy integrating rollingsignal denoising, correlation analysis, and Random Forest rankingselected 30 variables from 162 candidates. iTransformer and TimesNetwere coupled to extract complementary dynamic representations, andsequence decomposition fusion, parallel fusion, and gated residualfusion were compared. In the proposed architecture, the dominant NOxevolution is captured by the iTransformer backbone, while the TimeNetresidual branch provides correction for local deviations that areinsufficiently represented by the backbone. Compared with standaloneVMD-iTransformer and VMD-TimesNet, RMSE was reduced by 73.99% and78.37% at step 1 and by 39.86% and 49.51% at step 6, respectively.Compared with eight baseline models, the proposed model achieved thebest average performance, with RMSE, MAE, MAPE, and R2 values of 3.2228 mg/m3, 1.8930 mg/m3, 5.2338%, and 0.9185. Results demonstrate peak recovery, abruptchange tracking, and long-horizon stability.

准确的多步预测氮氧化物(NOx)排放对电厂锅炉的燃烧感知和优化至关重要。在深度剃峰工况下,频繁的工况转换导致运行数据混合,变量耦合强,误差逐渐累积,限制了常规模型的长期稳定性。为了解决这些问题,利用300 MW循环流化床(CFB)锅炉的数据构建了门控残余聚变框架。综合滚动信号去噪、相关分析和随机森林排序的预处理策略从162个候选变量中选择了30个变量。结合iTransformer和TimesNet提取互补的动态表示,对比序列分解融合、并行融合和门控残差融合。在所提出的架构中,主要的NOx演化由ittransformer主干捕获,而TimeNet残余分支提供对主干未充分表示的局部偏差的校正。与单机VMD-iTransformer和VMD-TimesNet相比,RMSE在步骤1时分别降低了73.99%和78.37%,在步骤6时分别降低了39.86%和49.51%。与8个基线模型相比,该模型的平均性能最好,RMSE、MAE、MAPE和r2值分别为3.2228 mg/m3、1.8930 mg/m3、5.2338%和0.9185。结果显示了峰值恢复、突变跟踪和长期稳定性。
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引用次数: 0
Evaluating Kelp Feedstock for Alginate-Based Materials: Physicochemical Characterization of Sodium Alginate and Aquaculture Considerations 评价海藻基材料的海带原料:海藻酸钠的理化特性和水产养殖考虑。
IF 5.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-02 DOI: 10.1021/acsomega.6c09378
Hayley A. Smith, Crystal A. Graham, Mikhailey D. Wheeler, Christopher M. Kozak, Heather L. Buckley

Cultivated kelps are a scalable marine feedstock forrenewablepolymers, but regional aquaculture supply chains lack engineeringbenchmarks for the alginate yield and quality. Here, we apply a lower-hazardcitrate-based process to quantify bioplastics-relevant alginate metricsacross cultivated northeast Pacific kelps from commercial farms inBritish Columbia (Canada) and Alaska (USA). Ten blade biomass samplesspanning five species were screened. Two samples failed to undergophase separation after extraction and centrifugation, indicating biomass-dependentextractability as a process risk. For the remaining eight feedstocks,yields ranged from 11.95 to 26.11% (dry weight). Weight-average molarmass (Mw) ranged from 36.6 to 623 kDa,with 7/8 samples exceeding 400 kDa. Uronic acid composition spannedM/G = 0.14–1.38, with variation in G/M block compositions (blockfractions and block lengths) relevant to cross-linking. Multivariateanalysis resolved dominant gradients linking the uronic acid compositionand molar mass distributions. The studied kelps were evaluated inthe context of known seasonal, tissue-specific, and environment-driveneffects and climate-related stressors that can alter productivity.Collectively, these results provide a regional benchmark for lowerhazard alginate production from cultivated kelps and an engineeringscreening framework to support consistent feedstock selection forscalable manufacturing of alginate-based films, coatings, and relatedbio-based materials.

养殖海带是可再生聚合物的可扩展海洋原料,但区域水产养殖供应链缺乏海藻酸盐产量和质量的工程基准。在这里,我们采用了一种低危害的基于柠檬酸盐的方法,对来自不列颠哥伦比亚省(加拿大)和阿拉斯加州(美国)商业养殖场的东北太平洋海带的生物塑料相关藻酸盐指标进行了量化。筛选了5个物种的10个叶片生物量样本。两个样品在提取和离心后未能进行相分离,表明依赖于生物量的可提取性是一个过程风险。其余8种原料的产率为11.95 ~ 26.11%(干重)。重量-平均摩尔质量(M w)在36.6 ~ 623 kDa之间,7/8样品超过400 kDa。醛酸组成跨越M/G = 0.14-1.38, G/M嵌段组成(嵌段分数和嵌段长度)的变化与交联有关。多变量分析解决了连接醛酸组成和摩尔质量分布的优势梯度。研究人员在已知的季节性、组织特异性和环境驱动的影响以及可能改变生产力的气候相关压力因素的背景下对海带进行了评估。总的来说,这些结果为养殖海带生产低危害藻酸盐提供了区域基准,并为大规模生产藻酸盐基薄膜、涂料和相关生物基材料提供了工程筛选框架,以支持一致的原料选择。
{"title":"Evaluating Kelp Feedstock for Alginate-Based Materials: Physicochemical Characterization of Sodium Alginate and Aquaculture Considerations","authors":"Hayley A. Smith,&nbsp;Crystal A. Graham,&nbsp;Mikhailey D. Wheeler,&nbsp;Christopher M. Kozak,&nbsp;Heather L. Buckley","doi":"10.1021/acsomega.6c09378","DOIUrl":"10.1021/acsomega.6c09378","url":null,"abstract":"<p>Cultivated kelps are a scalable marine feedstock forrenewablepolymers, but regional aquaculture supply chains lack engineeringbenchmarks for the alginate yield and quality. Here, we apply a lower-hazardcitrate-based process to quantify bioplastics-relevant alginate metricsacross cultivated northeast Pacific kelps from commercial farms inBritish Columbia (Canada) and Alaska (USA). Ten blade biomass samplesspanning five species were screened. Two samples failed to undergophase separation after extraction and centrifugation, indicating biomass-dependentextractability as a process risk. For the remaining eight feedstocks,yields ranged from 11.95 to 26.11% (dry weight). Weight-average molarmass (<em>M</em><sub>w</sub>) ranged from 36.6 to 623 kDa,with 7/8 samples exceeding 400 kDa. Uronic acid composition spannedM/G = 0.14–1.38, with variation in G/M block compositions (blockfractions and block lengths) relevant to cross-linking. Multivariateanalysis resolved dominant gradients linking the uronic acid compositionand molar mass distributions. The studied kelps were evaluated inthe context of known seasonal, tissue-specific, and environment-driveneffects and climate-related stressors that can alter productivity.Collectively, these results provide a regional benchmark for lowerhazard alginate production from cultivated kelps and an engineeringscreening framework to support consistent feedstock selection forscalable manufacturing of alginate-based films, coatings, and relatedbio-based materials.</p>","PeriodicalId":22,"journal":{"name":"ACS Omega","volume":"11 41","pages":"64221–64235"},"PeriodicalIF":5.2,"publicationDate":"2026-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149259572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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