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Automated Identification of Coal’s Maceral Groups from Microphotographs Using Computer Vision and Convolutional Neural Networks 利用计算机视觉和卷积神经网络从显微照片中自动识别煤的显微群
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-21 DOI: 10.3103/S1068364X25600939
M. V. Shishanov, N. N. Dobryakova, M. S. Luchkin, A. S. Evtiugin, I. S. Mezrin, A. Yu. Bozhko

A method is developed for automated identification of groups of macerals (vitrinite, inertinite, liptinite, and semivitrinite) and mineral inclusions from digital microphotographs of polished coal briquet surfaces. It is based on convolutional neural networks (CNN) and computer vision. For a test sample, the accuracy attained is 92.31%; that is comparable with the results of manual assessment. This method greatly increases the speed of coal assessment and reduces the subjectivity. The algorithm only works for preexisting images. The current study doesn’t address the creation of new images: the equipment required, sample preparation, and the specifics of microphotography.

开发了一种从抛光煤块表面的数码显微照片中自动识别显微组分(镜质组、惰质组、脂质组和半镜质组)和矿物包裹体的方法。它基于卷积神经网络(CNN)和计算机视觉。对于一个测试样本,获得的准确率为92.31%;这与人工评估的结果相当。该方法大大提高了煤的评价速度,降低了主观性。该算法只适用于预先存在的图像。目前的研究没有解决新图像的创建:所需的设备,样品制备,以及微缩摄影的细节。
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引用次数: 0
NMR Spectroscopic Analysis of Gas Coal 瓦斯煤的核磁共振光谱分析
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-21 DOI: 10.3103/S1068364X25600952
N. I. Fedorova, S. Yu. Lyrshchikov

Six samples of G (gas) coal differing in yield of volatiles, atomic ratio H/C, and vitrinite reflection coefficient Ro, r (0.68–0.75%) are studied by 13C NMR spectroscopic analysis. With increase in Ro, r, the aromatic content fa of the organic mass in many samples increases from 0.65 to 0.71. This increase in fa is proportional to the decrease in content of aliphatic carbon in structural fragments within the range 0–51 ppm. The plastic-layer thickness y is lowest for the sample with the highest fa and lowest carbon content in aliphatic structural fragments of the coal’s organic mass.

采用13C核磁共振分析方法,研究了6种不同挥发分产率、原子比H/C和镜质组反射系数Ro, r(0.68 ~ 0.75%)的G煤样品。随着Ro、r的增加,许多样品中有机质的芳香族含量fa由0.65增加到0.71。在0-51 ppm范围内,fa的增加与结构碎片中脂肪碳含量的减少成正比。煤有机质中脂肪族结构碎片中fa最高、含碳量最低的样品,其塑性层厚度y最低。
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引用次数: 0
Influence of Volatiles from Tuva Coal on Its Temperature Characteristics in Combustion: Thermogravimetric and IR Spectroscopic Analysis 图瓦煤挥发分对燃烧温度特性的影响:热重分析和红外光谱分析
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-21 DOI: 10.3103/S1068364X25600940
G. R. Mongush, Yu. F. Patrakov, A. V. Zhuikov

The influence of volatiles in Tuva coal (of ranks GZh and Zh) on its temperature characteristics in combustion is investigated by synchronous thermal analysis (thermogravimetric analysis and differential scanning calorimetry) and infrared (IR) spectroscopy. The yield of volatiles is greater for Kaa-Khem FZh coal (47.5%) than for Mezhegey Zh coal (36.4%), on account of differences in their coalification and elemental composition. Pyrolysis at 600–900°C leads to the formation of more thermostable carbon materials with a lower yield of volatiles (<10%). Thermogravimetric analysis reveals inverse proportionality of the yield of volatiles and the ignition temperature. The reactivity is greatest for samples obtained at 600°C (ignition temperature up to 480–500°C), whereas carbonizates obtained at 900°C have high thermal stability (ignition temperature up to 640°C). IR spectroscopy confirms the destruction of oxygen-bearing and aliphatic groups on pyrolysis, with the formation of condensed aromatic structures. The results of this research may be applied to equipment used to generate thermal energy and also employed in switching to alternative fuels.

采用同步热分析(热重分析和差示扫描量热法)和红外光谱法研究了图瓦煤(GZh和Zh级)挥发分对燃烧温度特性的影响。Kaa-Khem FZh煤的挥发物产率(47.5%)高于Mezhegey Zh煤(36.4%),这是由于它们的煤化和元素组成的差异。在600-900℃的温度下热解可以生成更耐热的碳材料,挥发分的产率更低(10%)。热重分析表明,挥发物的产率与点火温度成反比。在600°C(点燃温度高达480-500°C)下获得的样品的反应性最大,而在900°C下获得的碳酸盐具有高热稳定性(点燃温度高达640°C)。红外光谱证实了含氧基团和脂肪基团在热解过程中被破坏,形成了凝聚的芳香结构。这项研究的结果可应用于用于产生热能的设备,也可用于转向替代燃料。
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引用次数: 0
Creation of Electrode Materials for Supercapacitors by Thermal Decomposition of Transition Metal Nitrates in a Porous Carbon Matrix 多孔碳基体中过渡金属硝酸盐热分解制备超级电容器电极材料
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-21 DOI: 10.3103/S1068364X2560099X
T. A. Larichev, N. M. Fedorova, V. M. Pugachev, N. S. Zakharov, G. Yu. Simenyuk, R. P. Kolmykov, I. Yu. Zykov, R. S. Parshkov, T. S. Nechaeva

The formation of nanostructured composites by the thermal decomposition of transition metal nitrates in pores of a carbon matrix obtained in the carbonization of sapropelic coal is investigated. The nitrates—Co(NO3)2, Ni(NO3)2, Mn(NO3)2, Cu(NO3)2, Fe(NO3)3, Cr(NO3)3, and AgNO3—are introduced in the matrix by adsorption from 0.5 M aqueous solutions. Emission spectroscopy with inductively bound plasma shows that the concentration of the transition metals in the nanostructured composites is 2–6 wt %. It is established by X-ray spectral analysis that the thermal decomposition products of the transition metal nitrates in the pores of the matrix are X-ray amorphous, except for AgNO3 and Cu(NO3)2, probably because the particles formed are small. Adsorption porosimetry indicates that the specific surface and pore volume of the carbon matrix are slightly reduced when introducing the filler by this means. According to derivatographic data, carbon matrices containing the precursor of the filler are less resistant to thermal oxidation in air, probably on account of catalysis by the transition metal oxide nanoparticles that form. The electrochemical properties of the resulting nanostructured composites for electrode production are investigated by cyclic voltammetry. The results show that, in some cases, the introduction of filler by the thermal decomposition of transition metal nitrates yields composites whose unit electrical capacitance exceeds that of the initial matrix. The growth in unit electrical capacitance is greatest (20–25%) for nanostructured composites filled with the decomposition products of magnesium (II) and copper (II) nitrates.

研究了腐泥煤炭化过程中碳基体孔隙中过渡金属硝酸盐的热分解形成纳米复合材料的过程。将co (NO3)2、Ni(NO3)2、Mn(NO3)2、Cu(NO3)2、Fe(NO3)3、Cr(NO3)3、agno3等硝酸盐从0.5 M水溶液中吸附到基体中。电感束缚等离子体的发射光谱表明,纳米结构复合材料中过渡金属的浓度为2-6 wt %。通过x射线光谱分析确定,除了AgNO3和Cu(NO3)2外,过渡金属硝酸盐在基体孔隙中的热分解产物均为x射线无定形,这可能是因为形成的颗粒较小。吸附孔隙率测定结果表明,通过这种方式引入填料后,碳基体的比表面积和孔体积略有降低。根据衍生数据,含有填料前驱体的碳基体在空气中抗热氧化性较差,可能是由于形成的过渡金属氧化物纳米颗粒的催化作用。用循环伏安法研究了制备的电极用纳米复合材料的电化学性能。结果表明,在某些情况下,通过过渡金属硝酸盐的热分解引入填料可以得到单位电容超过初始基体的复合材料。以硝酸镁(II)和硝酸铜(II)分解产物填充的纳米复合材料的单位电容增长最大(20-25%)。
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引用次数: 0
Improving Coke Production at Severstal 改善Severstal的焦炭生产
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-21 DOI: 10.3103/S1068364X25600964
E. V. Karunova, O. A. Kalko, V. L. Vikulov

The best available technologies for coke production in Russia and elsewhere are briefly analyzed and the most promising is selected, with a view to producing coke with high coke strength after reaction CSR from batch containing low-value coal. For the example of Severstal coke plant, it is shown that stamp charging of the coal batch increases the hot strength of coke by a factor of 1.14 relative to traditional gravitational charging and permits the use of up to 60% of low-value coal in the batch to produce coke with CSR no lower than 50%.

简要分析了俄罗斯和其他地区现有的最佳焦炭生产技术,并选择了最有前途的技术,以期从含有低价值煤的批料中经CSR反应生产出高焦炭强度的焦炭。以Severstal焦焦厂为例,研究表明,与传统的重力装煤相比,煤堆的冲压装煤使焦炭的热强度提高了1.14倍,并允许在煤堆中使用高达60%的低价值煤来生产CSR不低于50%的焦炭。
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引用次数: 0
Selecting a Technology for Naphthalene Removal from Coke Oven Gas: Absorption Stage 焦炉煤气中萘的脱除工艺选择:吸附阶段
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-21 DOI: 10.3103/S1068364X25600976
V. I. Ekgauz, A. V. Sablin, K. V. Pokryshkin, E. O. Savina

Analysis of the equilibrium naphthalene concentrations over coal tar, its absorbent fraction, and petroleum-based absorbent oil shows that thorough removal of naphthalene from coke oven gas requires an absorbent—whether petroleum- or coal-based absorbent oils—with low initial naphthalene concentration and low absorption temperatures.

对煤焦油、煤焦油吸收剂馏分和石油基吸收油上的平衡萘浓度的分析表明,从焦炉煤气中彻底去除萘需要一种低初始萘浓度和低吸收温度的吸收剂——无论是石油基吸收油还是煤基吸收油。
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引用次数: 0
Dynamics of Phenol Absorption by Activated Carbon 活性炭吸附苯酚的动力学研究
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-21 DOI: 10.3103/S1068364X25600988
A. V. Suslikov, B. S. Zhirnov, F. R. Murtazin, F. R. Oparina, P. V. Kugatov, D. A. Burchak, L. A. Ishkinina

The dynamics of phenol absorption from aqueous solution on AG-3 activated carbon is studied. Breakthrough curves—showing the time dependence of the relative concentration—are determined experimentally for different thicknesses of the immobile carbon layer and flow rates of the phenolic water. The mathematical model proposed to describe these curves is an equation with a hyperbolic tangent. The sorptional equilibrium constant for phenol at activated carbon is found (K = 3.472 × 10–4 m–1). In modeling the dynamic adsorption of phenol, the range of the permissible hypothetical flow rate in the sorption system is determined: 2.9–10.8 m/h. The influence of this factor on the process is demonstrated.

研究了AG-3活性炭对水溶液中苯酚的吸附动力学。通过实验确定了不同厚度的固定碳层和酚醛水流速下的突破曲线——显示了相对浓度的时间依赖性。用来描述这些曲线的数学模型是一个双曲正切方程。得到了苯酚在活性炭上的吸附平衡常数K = 3.472 × 10-4 m-1。在模拟苯酚的动态吸附时,确定了吸附系统中允许的假设流速范围:2.9-10.8 m/h。论证了该因素对工艺的影响。
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引用次数: 0
Effect of Different Coking Coal Functional Groups Structure on Caking Property 不同焦煤官能团结构对结块性能的影响
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-17 DOI: 10.3103/S1068364X25600824
Yan Peng, XinTing Liu, Yinping Cao, XiaoYong Zhang, DaiLin Zhang

The caking property is a prerequisite and essential condition for coal to form coke. Investigating the impact of different functional group structures in coking coal on its caking property would be help to optimize coal blended, while the functional group structures of coal samples was used to characterize through Fourier transform infrared spectroscopy (FT-IR). The changes in these structures were investigated on eight coking coals of varying degrees of metamorphism during high-temperature pyrolysis in this paper. The peak fitting of infrared spectra was used to derive the structural parameters of the functional groups in the coal. Multivariate linear regression was then employed to analyze the correlation between different functional group structures and caking property (G value). The results demonstrated that the infrared parameters aromatic hydrogen rate ((f_{{{text{ar}}}}^{{text{H}}})), aromatic carbon rate ((f_{{{text{ar}}}}^{{text{C}}})), aromaticity (AR), the degree of aromatic ring condensation (DOC), and the length of the aliphatic chain or the branching degree of aliphatic chains (F) increased, when the longer aliphatic chains would break down into more short aliphatic chains during pyrolysis. Multivariate linear regression analysis revealed that the caking property G value of coking coal could be primarily determined by the length of the aliphatic chain or the branching degree of aliphatic chains, with secondary factors being the content of hydrogen bonds and aliphatic content. A higher aliphatic side chains content, primarily short aliphatic chains, a high degree of branching, and a significant amount of hydrogen bonds would be beneficial for generating more plastic layer, thereby enhancing the coal’s caking property. Therefore, the established regression model indicated that when the relative content of aliphatic groups in coking coal was around 0.50–0.65, the degree of branching was around 2.0, and the relative content of hydrogen bonds was between 1.5–4.0, the coal caking property G value was between 65~80, which could guide coal blending and coking from the perspective of coal molecular functional group structure.

结块特性是煤成焦的前提和必要条件。研究焦煤中不同官能团结构对其结块性能的影响有助于优化配煤,同时利用傅里叶变换红外光谱(FT-IR)对煤样的官能团结构进行表征。研究了8种不同变质程度的炼焦煤在高温热解过程中这些结构的变化。利用红外光谱峰拟合得到煤中官能团的结构参数。采用多元线性回归分析不同官能团结构与结块性质(G值)的相关性。结果表明:红外参数芳烃氢速率((f_{{{text{ar}}}}^{{text{H}}}))、芳烃碳速率((f_{{{text{ar}}}}^{{text{C}}}))、芳香性(AR)、芳烃环缩合度(DOC)、脂肪链长度或脂肪链支化度(F)均增加,较长的脂肪链在热解过程中分解成较短的脂肪链。多元线性回归分析表明,焦煤的结块性能G值主要受脂肪链长度或脂肪链支化程度的影响,其次受氢键含量和脂肪族含量的影响。较高的脂肪侧链含量(以短脂肪链为主)、较高的支化程度和大量的氢键有利于生成更多的塑性层,从而提高煤的结块性能。因此,建立的回归模型表明,当焦煤中脂肪族的相对含量在0.50-0.65左右,支化度在2.0左右,氢键的相对含量在1.5-4.0之间时,煤的结块性能G值在65 - 80之间,可以从煤分子官能团结构的角度指导煤的配煤和焦化。
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引用次数: 0
Reduction of Iron Oxides in the Fe–Pt/C System with Thermocatalytic Decomposition of Carbon Substrates: Thermogravimetric and Mass Spectrometric Analysis 碳底物热催化分解Fe-Pt /C体系中氧化铁的还原:热重和质谱分析
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-17 DOI: 10.3103/S1068364X25600903
N. S. Zakharov, A. N. Popova, G. Yu. Simeniuk, I. Yu. Zykov

The prospects for the formation of Fe–Pt nanoparticles in the pore structure of highly porous carbonizate of sapropelic coal are analyzed. Specific thermally stimulated behavior is established, demonstrating the great potential of such carbonizate to address the oxidation of iron often observed in the synthesis and storage of Fe–Pt nanoparticles, which are promising for catalytic and magnetic applications. In the Fe–Pt/C system, spontaneous reduction processes are noted at 250–900°C in an inert atmosphere. The reduction is due to CO and H2 formed by catalytic reactions involving the carbon matrix and a platinum-bearing metal phase.

分析了铁铂纳米颗粒在腐泥煤高孔隙碳酸盐孔隙结构中形成的前景。建立了特定的热刺激行为,证明了这种碳酸盐在解决铁氧化方面的巨大潜力,通常在Fe-Pt纳米颗粒的合成和储存中观察到,这是有希望的催化和磁性应用。在Fe-Pt /C体系中,在惰性气氛中,在250-900°C时发生了自发还原过程。还原是由于碳基体和含铂金属相催化反应形成的CO和H2。
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引用次数: 0
Sustainable Slag-Based Alkali-Activated Rapid Repair Mortar: Composition Optimization and Multiscale Performance Enhancement via Response Surface Methodology 可持续渣基碱活化快速修补砂浆:基于响应面法的成分优化和多尺度性能增强
IF 0.5 Q4 ENGINEERING, CHEMICAL Pub Date : 2025-11-17 DOI: 10.3103/S1068364X25600770
Long Cai, Huang Li, Zhang Cao

In this study, an efficient, sustainable, and low-carbon slag-based rapid repair mortar (SBRRM) was developed to overcome the inherent limitations of slow hardening and insufficient early strength in conventional rapid repair materials. Response surface methodology (RSM) was employed to systematically optimize the composition, investigating the effects of varying cement substitution rates on setting time, mechanical performance, and bonding strength. Microstructural analyses were conducted using X-ray diffraction (XRD), scanning electron microscopy (SEM), and nitrogen adsorption-desorption (BET) techniques. The optimal composition identified through the model comprised a cement substitution rate of 24.82%, a water glass modulus of 1.5, an alkali equivalent of 8.1%, and a water-to-binder ratio of 0.54. Under these optimized conditions, the deviation between the predicted and experimental results was merely 3.82%, highlighting the model’s high predictive accuracy. After 28 days of curing, the optimized SBRRM exhibited significantly enhanced mechanical properties, achieving a compressive strength of 67.88 MPa and a bending bond strength of 4.9 MPa, corresponding to respective improvements of 16.5 and 54.84% compared to the pure slag system. Moderate incorporation of cement promoted the formation of calcium silicate hydrate (C–S–H) gels, refined the microstructure, reduced the number of large pores, and substantially improved the compactness and stability of the mortar. Additionally, nitrogen adsorption capacity decreased notably from 18.5326 to 14.1033 mmol/g, further confirming a denser and more cohesive microstructure. This study provides valuable theoretical insights into the design and practical application of eco-friendly rapid repair materials featuring high slag utilization and reduced cement content. The findings align closely with contemporary sustainable development goals, demonstrating significant potential for practical engineering applications and environmental benefits.

为了克服传统快速修复材料硬化慢、早期强度不足的固有局限性,本研究开发了一种高效、可持续、低碳的渣基快速修复砂浆(SBRRM)。采用响应面法(RSM)系统地优化了水泥的组成,研究了不同水泥取代率对水泥凝结时间、力学性能和粘结强度的影响。采用x射线衍射(XRD)、扫描电镜(SEM)和氮吸附-解吸(BET)技术对样品进行了微观结构分析。通过模型确定的最佳配方为:水泥取代率24.82%,水玻璃模量1.5,碱当量8.1%,水胶比0.54。在此优化条件下,预测结果与实验结果的偏差仅为3.82%,表明该模型具有较高的预测精度。经过28 d的养护,优化后的SBRRM的力学性能得到了显著提高,抗压强度为67.88 MPa,弯曲强度为4.9 MPa,与纯渣体系相比分别提高了16.5%和54.84%。适量水泥的掺入促进了水合硅酸钙凝胶的形成,细化了微观结构,减少了大孔隙的数量,大大提高了砂浆的密实度和稳定性。此外,氮吸附量从18.5326 mmol/g显著下降到14.1033 mmol/g,进一步证实了微观结构更致密、更有凝聚力。本研究为高炉渣利用率、低水泥掺量的环保型快速修复材料的设计和实际应用提供了有价值的理论见解。研究结果与当代可持续发展目标密切相关,显示了实际工程应用和环境效益的巨大潜力。
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引用次数: 0
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Coke and Chemistry
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