基于灰色神经网络模型的企业碳排放峰值预测

为预测企业碳排放峰值,帮助企业设计碳排放的减排路径,需要对企业碳排放峰值预测方法进行研究。当前采用基于TFDI模型的预测模型对企业碳排放峰值进行预测,预测过程中无法全面考虑企业碳排放影响因素,导致预测企业碳排放峰值出现误差。为此,提出一种基于灰色神经网络模型的企业碳排放峰值预测模型。该模型是以灰色模型为基础,与神经网络相融合构建的灰色神经网络,将模型中企业碳排放原数据进行叠加,并用微分方程表示,将VSTE算法作为灰色神经网络模型预测的基础算法,计算企业碳排放路径碳排放值,满足高斯分布随机函数,以此进行企业碳排放峰值的预测。实验结果证明,所提模型可以准确预测企业碳排放峰值,有效帮助企业设计碳排放减排路径。     

Nano structure of low crystallinity carbon materials analyzed by using high energy X-ray diffraction

In this study, we tried to characterize a kind of low crystallinity carbon materials. The structure of polyparaphenylene(PPP)-based carbon was analyzed by means of high energy X-ray diffraction using the apparatus of SPring-8. The experimental results revealed the existence of basic structural units (BSU) in the highly disordered materials like PPP-based carbon. It is thought that the PPP-based carbons consist of small turbostratic particles, which have a few piled up poly-aromatic layers. The structure of the PPP-based carbon which seemed to be amorphous was estimated to have hexagonal carbon layers with the size of up to 1 nm. The pores in the PPP-based carbon seem to be clearances formed among the BSUs and amorphous carbon. The pore size of PPP-based carbon was estimated from the result of N₂ absorption measurement. The experimental results suggested that the lithium ion charge mechanism in the PPP-based carbon differs from that in graphite.      

用RAMAN光谱研究碳纤维皮芯结构随热处理温度的演变规律

用Raman光谱研究碳纤维经不同温度热处理后其皮芯结构的演变规律。结果发现：随着热处理温度的提高,碳纤维表面和内部的Raman光谱具有相似的变化趋势。同时,表征碳纤维表面和内部石墨化程度的R_s与 R_c值均越来越小,且R_s值减小得更快,说明碳纤维的石墨化程度越来越高,并且表面的石墨化程度提高的更快,这是因为碳纤维表面和内部的碳有着不同的石墨化物性。前者接近于软碳,易于石墨化;后者接 近于硬碳,难于石墨化,可能是树脂碳。文章提出并采用皮芯结构因子R_sc(＝R_s/R_c)来表征了碳纤维的皮芯结构程度。当R_sc等于1时,碳纤维是完全均质的。随着热处理温度的升 高,碳纤维的R_sc趋向于零,说明其皮芯结构越来越严重。碳纤维的皮芯结构加重是最终导致其抗拉强度不断降低的原因之一。     

New Perspectives on the Structure of Graphitic Carbons

Graphitic forms of carbon are important in a wide variety of applications, ranging from pollution control to composite materials, yet the structure of these carbons at the molecular level is poorly understood. The discovery of fullerenes and fullerene-related structures such as carbon nanotubes has given a new perspective on the structure of solid carbon. This review aims to show how the new knowledge gained as a result of research on fullerene-related carbons can be applied to well-known forms of carbon such as microporous carbon, glassy carbon, carbon fibers, and carbon black.     

导电炭黑微观结构及其应用性能

以乙炔炭黑、副产炭黑和炉法导电炭黑为研究对象,较为系统地分析了与导电炭黑应用性能密切相关的微晶结构、表面性质、颗粒形貌和粒度分布特征,探讨了导电炭黑微观结构对应用性能的影响。研究结果表明,导电炭黑的微观结构决定了其应用性能,而决定应用性能的关键在于其与基体材料的匹配性。副产炭黑在橡胶和塑料中导电性能较好,乙炔炭黑在锂离子电极材料中的导电性能较好。     

Improvement of the adhesion between polyaniline and commercial carbon paper by acid treatment and its application in supercapacitor electrodes

Commercial carbon paper was coated with polyaniline (PANI) using in situ polymerization of aniline. Prior to the PANI coating, acid treatment was performed to carboxylate the surface of the carbon paper for enhancing PANI adhesion by sonication of the carbon paper in a mixture of concentrated sulfuric and nitric acids. The loading mass density of PANI on the acid-treated carbon paper increased more than three times compared to that on the carbon paper without acid treatment. The specific capacitance also increased from 112 to 174 F/g in a two-electrode system (calculated using a total mass of carbon paper and PANI) due to better PANI coating on the acid-treated carbon paper. The simple acid treatment provides good adhesion of PANI to the commercial carbon paper and can be applied to prepare supercapacitor electrodes.     

The interaction of oxygen and carbon monoxide with a carbided Ni(111) surface

The thermal decomposition of ethylene on Ni(111) at 250°C is shown to lead to carbon deposition on and - in a later stage - below the surface. Independent of the amount of carbon below the surface, CO is adsorbed with an isosteric heat of adsorption of 105 kJ/mol. The surface carbon reacts with oxygen at 250°C. The reaction rate is independent of the surface carbon coverage and first order in oxygen pressure. The subsurface carbon segregates to the surface after removal of the surface carbon layer.     

碳电阻温度计经验公式的选用比较

碳电阻温度计是低温温度测量的常用温度计之一。在碳电阻温度计标定过程中 ,经验公式的选用对碳电阻温度计标定曲线的正确性有着重大的影响。文中针对这一问题 ,同时结合对现有几十个碳电阻温度计的标定实验 ,得到了碳电阻温度计经验公式的选用受碳电阻温度计本身的材料和其所处的温区等因素制约的结论。     

Effect of hydrogen on the formation of the atomic structure of linear carbon chains: An ab initio approach

An ab initio study of the features of the formation of the atomic structure of carbon chains, which are structural parts of films of linear carbon chains, has been performed using the electron density functional theory. It has been shown that the formation and stabilization of experimentally observed kinks of carbon chains require the presence of hydrogen impurities in the chamber during the synthesis of linear carbon chains. The kinks of a carbon chain are formed in the process of the adsorption of hydrogen atoms on a chain. The optimal kink angle of carbon chains has been determined. The stability of kinks of carbon chains has been estimated as a function of the length of linear fragments. An additional mechanism has been proposed for the formation of kinks in carbon chains owing to the joining of short carbon chains with hydrogen ends.     

生物质焦油制备的碳量子点

利用生物质热解副产物焦油为碳前驱体,采用反相微乳液法和P_2O_5碳化法制备了荧光碳量子点。反相微乳液法制备的碳量子点为规则球状结构,粒径均一,平均粒度为4.3 nm,晶面间距为0.25 nm,对应于石墨碳的(100)晶面;P_2O_5碳化法制备的碳量子点为蜂窝状结构,平均粒径为6.8 nm,晶面间距为0.33 nm,对应于石墨碳的(002)晶面。两种方法制备的碳量子点均具备石墨结构特征,碳量子点荧光产率分别为85.3%和24.3%。     

Fullerenes as nuclei of carbon black particles

The existing models for the structure and inception processes of carbon black particles are analyzed taking into account the experimental data on the cluster formation. A new model of the formation of carbon black particles is proposed. The inference is made that single-layer fullerenes being the minimum possible closed carbon black particles serve as nuclei of large-sized carbon black particles. These particles grow via the deposition of carbon layers on the surface of fullerenes with defects. The defects fulfill the role of seeds that give rise to the front of the layer growth. The defect-free fullerenes do not take part in the carbon black formation due to the thermodynamic stability as a result of structural perfection. The primary carbon black particles—globules—are many-layer formations with a hole in the center whose size and configuration match the size and configuration of the initial fullerene nucleus. The layers in the form of concentric spheroids inserted into each other are composed of distorted and defect carbon networks. The flatest parts of several outer layers of carbon black particles are the regions of the coherent X-ray scattering.     

Role of activated carbon features on the photocatalytic degradation of phenol

In this work we have investigated the role of porous carbon material used as a photocatalyst and a catalyst support in the carbon/titania composite in the photodegradation of phenol, and compared the results to those of bare titanium oxide. The immobilization of titania on an activated carbon provoked acceleration of the degradation rate under UV irradiation, which is likely to be attributed to the porosity of the carbon support. The identification of the degradation intermediates detected in the solution showed that the presence of the carbon support affects the nature of phenol degradation mechanism through the formation of different intermediates. Additionally, phenol photodecomposition rate over the carbon support outperformed that attained in the carbon/titania composite, suggesting an important self-photoactivity of the carbon support.     

碳纳米管网络导电特征的导电型原子力显微镜研究

利用导电型原子力显微镜对大范围碳纳米管（CNT）网络的导电性能进行成像观察.研究发现：在几十微米的成像范围内,每根CNT本身的电阻远小于CNT之间的接触电阻,以致于在电压偏置的网络中不同的CNT呈现电位不同的等位体;CNT的导电性能虽不因与其他CNT的交叠接触而改变,但是如果缠绕成束,则半导体性CNT趋于呈现金属性CNT的导电特征. 关键词： 导电型原子力显微镜 碳纳米管网络 碳管纳米电导     

Simulation of the first growth phase of single-walled carbon nanotubes using a model based on a cellular automaton

This paper presents a theoretical study on the first growth phase of single-walled carbon nanotubes. The model adopted is based on a cellular automaton containing as the elementary entities the metal particles and the carbon atoms. It uses an interaction based on phenomenological potentials to define the update function of the automaton. The purpose of this study is to establish the saturation condition of the metal particle with the carbon atoms when the formation of clusters of carbon begins. The results show that the first phase of formation of the carbon clusters can start with the particle partially saturated with carbon atoms.     

长期不同施肥处理对黑土根际土壤有机碳结构组分的影响

土壤有机碳是农业生态系统的关键驱动和调节者,特别是根际微域有机碳动态对土壤碳素循环和矿质营养元素释放起着重要作用。研究长期不同化肥和有机肥施用下大豆根际土壤有机碳、活性有机碳以及有机碳结构的变化规律,深入了解根际有机碳固持和稳定机制,为完善农田生态系统碳固持和农田可持续发展提供科学依据和理论支撑。该研究依托黑土长期定位试验,采用化学分析、固态¹³C-核磁共振(¹³C-NMR)等方法研究大豆根际土壤有机碳含量、活性有机碳含量和有机碳结构组分变化规律。结果表明,与非根际土壤相比,大豆根际土壤有机碳含量显著增加,长期施肥处理能够显著增加根际土壤有机碳和低活性有机碳含量,以常量有机肥加氮磷钾(MNPK)处理提升效果最好。核磁共振实验结果表明,与不施肥处理相比,MNPK处理明显增加根际土壤烷基碳、烷氧基碳比例以及烷基碳/烷氧基碳比值,降低芳香基碳和芳香碳/总碳比值,在非根际土壤中尤其显著;常量氮磷钾(NPK)处理增加芳香基碳比例和芳香碳/总碳比值,在根际土壤中烷基碳比例和烷基碳/烷氧基碳比值增加,烷氧基碳比例降低,非根际土壤测试结果相反。综上所述,MN...     

N掺杂碳量子点光稳定剂的制备及光学性能

利用水热反应,以柠檬酸为碳源制备碳量子点,再以2,2,6,6-四甲基哌啶胺为修饰剂,使碳量子点表面的含氧基团与2,2,6,6-四甲基哌啶胺反应,实现了碳量子点的功能化。实验结果表明,修饰后的碳量子点紫外吸收和蓝色荧光发射特性明显优于未修饰的碳量子点。修饰后的碳量子点平均粒径为3.16 nm,荧光量子产率为21.2%,水溶性好,颜色浅,可作为高得率浆纸张的光稳定剂使用,并能提高纸张初始白度3ISO%~4ISO%。随着自由基捕获剂基团的引入,碳量子点能有效捕获纸张因光照而产生的活性自由基,提高了纸张的耐光性。     

黑碳团簇气溶胶混合生长的红外吸收特性及长波辐射效应

黑碳气溶胶是当前气溶胶辐射强迫评估中最不确定的因子.本文通过构建黑碳的微物理模型,分别模拟了新鲜状态的黑碳气溶胶和混合生长(老化)后被硫酸盐包裹的黑碳气溶胶,利用叠加T矩阵方法计算获得了具有团簇形态和多成分混合的黑碳气溶胶红外吸收特性,通过大气辐射传输模型模拟了黑碳气溶胶的长波辐射强迫,分析了典型理化参数的敏感性.发现黑碳混合生长可以显著增强其大气层顶的长波辐射强迫,最高可达3倍.而且,包裹黑碳的硫酸盐半径越大,将明显增强大气层顶的黑碳长波辐射强迫.这些发现将有助于降低黑碳气溶胶气候效应评估的不确定性.     

Effect of carbon nanotubes on the anode performance of natural graphite for lithium ion batteries

A comparative investigation was carried out on carbon black and multiwalled carbon nanotubes as conductive additives in spherical natural graphite for lithium ion batteries. Scanning electron microscopy images showed that carbon nanotubes interlaced graphite particles in series to form a three-dimensional network. The constant current charge-discharge experiments showed that carbon nanotubes were more effective in improving reversible capacity and cycle stability. The reversible capacity was improved to 366 mAh/g and the cycle stability was improved effectively when carbon nanotubes were used. The research is of potential interest to the application of carbon nanotubes as conductive additives in anode materials for high-power lithium ion batteries.     

界面羟基对碳纳米管摩擦行为和能量耗散的影响

本文采用分子动力学模拟研究了羟基对碳纳米管摩擦和能量耗散方式的影响.研究结果表明:由于界面间氢键的形成,碳纳米管所受的平均摩擦力明显增大;随着羟基比例的改变,界面间氢键的数量与摩擦力的变化趋势一致;碳纳米管的手性角对摩擦力有一定的影响,扶手椅型碳纳米管所受的摩擦力比其他类型的碳纳米管的大;直径对摩擦力的影响较大,直径越大界面间的摩擦力越大,其原因是大直径的碳纳米管底部变平导致界面接触面积增大;界面接枝羟基后,体系的声子态密度中出现羟基的振动峰;随羟基比例的增加,羟基的振动在能量耗散中起到更为重要的作用,当碳纳米管和硅基底的羟基比例为10%/20%时,体系能量耗散的主要途径由碳纳米管和硅基底的振动转变为羟基的振动.     

Collision synthesis of unique carbon nanomaterials inspired by the Allende meteorite

A simple shock event approach inspired by the Allende meteorite to produce sophisticated carbon nanomaterials is reported. It is demonstrated that unique carbon nanostructures, including carbon nanotubes, carbon onions, and new carbon nanorings are synthesized by high-speed ball-milling of steel balls. The carbon nanorings have diameter of several tens of nanometers. It is considered that the carbon nanomaterials are formed from around the surface of steel balls under local high temperatures induced by the collision energy in ball-milling process.