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Determination of Ash Contents in Coal by Means of Ordinary Kriging Method
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作者 Tomasz Niedoba Tadeusz Tumidajski 《Journal of Earth Science and Engineering》 2012年第10期571-575,共5页
The ash contents in coal particles were examined in the paper dependably on particle size and its density. So, the two-dimensional regressive function Z = Z(P, D) was the searched object, where Z is random variable ... The ash contents in coal particles were examined in the paper dependably on particle size and its density. So, the two-dimensional regressive function Z = Z(P, D) was the searched object, where Z is random variable describing ash contents, P---density and D---particle diameter. This dependence was determined based on experimental data concerning the coal of type 31. For this coal, the method of ordinary kriging was applied to calculate the values of random variable Z. This method required the proper selection of so-called variogram function, in which four forms were considered in this paper in purpose to select the best solution. The given results were then evaluated by the mean standard error value and compared with empirical data. 展开更多
关键词 Ordinary kriging COAL ash contents geostatistics.
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Calorific values and ash contents of different parts of Masson pine trees in southern China 被引量:4
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作者 Wei-sheng ZENG Shou-zheng TANG Qian-hui XIAO 《Journal of Forestry Research》 SCIE CAS CSCD 2014年第4期779-786,共8页
Calorific value of plants is an important parameter for evalu- ating and indexing material cycles and energy conversion in forest eco- systems. Based on mensuration data of 150 sample sets, we analyzed the calorific v... Calorific value of plants is an important parameter for evalu- ating and indexing material cycles and energy conversion in forest eco- systems. Based on mensuration data of 150 sample sets, we analyzed the calorific value (CV) and ash content (AC) of different parts of Masson pine (Pinus massoniana) trees in southern China using hypothesis testing and regression analysis. CV and AC of different tree parts were almost significantly different (P〈0.05). In descending order, ash-free calorific value (AFCV) ranked as foliage 〉 branch 〉 stem bark 〉 root 〉 stem wood, and AC ranked as foliage 〉 stem bark 〉 root 〉 branch 〉 stem wood. CV and AC of stem wood from the top, middle and lower sections of trees differed significantly. CV increased from the top to the lower sections of the tnmk while AC decreased. Mean gross calorific value (GCV) and AFCV of aboveground parts were significantly higher than those of belowground parts (roots). The mean GCV, AFCV and AC of a whole tree of Masson pine were 21.54 kJ/g, 21.74 kJ/g and 0.90%, re- spectively. CV and AC of different tree parts were, to some extent, cor- related with tree diameter, height and origin. 展开更多
关键词 ash-free calorific value ash content gross calorific value hypothesis testing regression analysis Pinus massoniana
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Incorporating empirical knowledge into data-driven variable selection for quantitative analysis of coal ash content by laser-induced breakdown spectroscopy 被引量:1
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作者 吕一涵 宋惟然 +1 位作者 侯宗余 王哲 《Plasma Science and Technology》 SCIE EI CAS CSCD 2024年第7期148-156,共9页
Laser-induced breakdown spectroscopy(LIBS)has become a widely used atomic spectroscopic technique for rapid coal analysis.However,the vast amount of spectral information in LIBS contains signal uncertainty,which can a... Laser-induced breakdown spectroscopy(LIBS)has become a widely used atomic spectroscopic technique for rapid coal analysis.However,the vast amount of spectral information in LIBS contains signal uncertainty,which can affect its quantification performance.In this work,we propose a hybrid variable selection method to improve the performance of LIBS quantification.Important variables are first identified using Pearson's correlation coefficient,mutual information,least absolute shrinkage and selection operator(LASSO)and random forest,and then filtered and combined with empirical variables related to fingerprint elements of coal ash content.Subsequently,these variables are fed into a partial least squares regression(PLSR).Additionally,in some models,certain variables unrelated to ash content are removed manually to study the impact of variable deselection on model performance.The proposed hybrid strategy was tested on three LIBS datasets for quantitative analysis of coal ash content and compared with the corresponding data-driven baseline method.It is significantly better than the variable selection only method based on empirical knowledge and in most cases outperforms the baseline method.The results showed that on all three datasets the hybrid strategy for variable selection combining empirical knowledge and data-driven algorithms achieved the lowest root mean square error of prediction(RMSEP)values of 1.605,3.478 and 1.647,respectively,which were significantly lower than those obtained from multiple linear regression using only 12 empirical variables,which are 1.959,3.718 and 2.181,respectively.The LASSO-PLSR model with empirical support and 20 selected variables exhibited a significantly improved performance after variable deselection,with RMSEP values dropping from 1.635,3.962 and 1.647 to 1.483,3.086 and 1.567,respectively.Such results demonstrate that using empirical knowledge as a support for datadriven variable selection can be a viable approach to improve the accuracy and reliability of LIBS quantification. 展开更多
关键词 laser-induced breakdown spectroscopy(LIBS) coal ash content quantitative analysis variable selection empirical knowledge partial least squares regression(PLSR)
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BOND PERFORMANCE EXPERIMENT FOR FLY ASH CONCRETE AND STEEL BAR
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作者 王倩 吴瑾 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2012年第3期302-306,共5页
The impact of fly ash content on bond performance of steel bars and their surrounding concrete is studied by means of sticking strain gauges on steel bars. The average bond stress-slip curves, the steel strain-anchor ... The impact of fly ash content on bond performance of steel bars and their surrounding concrete is studied by means of sticking strain gauges on steel bars. The average bond stress-slip curves, the steel strain-anchor location curves, and the bond stress-anchor position curves of the pullout specimens with various fly ash contents are obtained. Results indicate that the bond performance of concrete and steel bars can be improved and the distribution of steel strain along the anchorage length tends to be more uniform by adding fly ash in concrete specimens, and both ultimate bond stress and ultimate slip deformation increase the most when 20% of specimens′ content is fly ash. 展开更多
关键词 fly ash concrete bond performance fly ash content bond stress distribution
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Preparation of activated carbon with low ash content and high specific surface area from coal in the presence of KOH 被引量:1
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作者 解强 陈清如 +2 位作者 宫国卓 张香兰 许德平 《Journal of Coal Science & Engineering(China)》 2003年第2期84-89,共6页
An activated carbon with ash content less than 10% and specific surface area more than 1 600 m 2 /g was prepared from coal and the effect of K containing compounds in preparation of coal based activated carbon was inv... An activated carbon with ash content less than 10% and specific surface area more than 1 600 m 2 /g was prepared from coal and the effect of K containing compounds in preparation of coal based activated carbon was investigated in detail in this paper. KOH was used in co carbonization with coal, changes in graphitic crystallites in chars derived from carbonization of coal with and without KOH were analyzed by X ray diffraction (XRD) technique, activation rates of chars with different contents of K containing compounds were deduced, and resulting activated carbons were characterized by nitrogen adsorption isotherms at 77 K and iodine numbers. The results showed that the addition of KOH to the coal before carbonization can realize the intensive removal of inorganic matters from chars under mild conditions, especially the efficient removal of dispersive quartz, an extremely difficult separated mineral component in other processes else. Apart from this, KOH demonstrates a favorable effect in control over coal carbonization with the goal to form nongraphitizable isotropic carbon precursor, which is a necessary prerequisite for the formation and development of micro pores. However, the K containing compounds such as K 2 CO 3 and K 2 O remaining in chars after carbonization catalyze the reaction between carbon and steam in activation, which leads to the formation of macro pores. In the end an innovative method, in which KOH is added to coal before carbonization and K containing compounds are removed by acid washing after carbonization, was proposed for the synthesis of quality coal based activated carbon. 展开更多
关键词 coal based activated carbon KOH ash content specific surface area
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Prediction of ash content of unloaded coal based on a discrete element simulation
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作者 Deng Jianjun Zhuo Jinwu Shi Hongxia 《International Journal of Mining Science and Technology》 SCIE EI 2013年第5期647-651,共5页
Based on analysis of regularity of stacking coal,discrete element simultaneous simulation is adopted to predict the process of unloading coal,which is proved to be effcient in the prediction of ash content.The results... Based on analysis of regularity of stacking coal,discrete element simultaneous simulation is adopted to predict the process of unloading coal,which is proved to be effcient in the prediction of ash content.The results show that the altitude of new irregular coal is equal to the income coal volume divided by area of cabin.The distribution of infnitesimal flow velocity helps to induce the motion equation of infnitesimal element,which provides the mathematical model for computer simulation.Swarm,a computer programming language,is utilized in this study.Adaptive infnitesimal stacking algorithm helps settle the diffculties in attainment of infnitesimal elements.The result of simulation is similar to the actual situation,which can accurately predict the ash contents of current time and cumulative time.Coal movement in the cabin is a new project,the result of which can also be applied to other solid particles and the widespread of the result will be highly valued. 展开更多
关键词 Discrete element SIMULATION ash content forecast Coal blending Motion equation Mathematical model
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Optimizing Two-Phase Flow Heat Transfer:DCS Hybrid Modeling and Automation in Coal-Fired Power Plant Boilers
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作者 Ming Yan Caijiang Lu +3 位作者 Pan Shi Meiling Zhang Jiawei Zhang Liang Wang 《Frontiers in Heat and Mass Transfer》 EI 2024年第2期615-631,共17页
In response to escalating challenges in energy conservation and emission reduction,this study delves into the complexities of heat transfer in two-phase flows and adjustments to combustion processes within coal-fired ... In response to escalating challenges in energy conservation and emission reduction,this study delves into the complexities of heat transfer in two-phase flows and adjustments to combustion processes within coal-fired boilers.Utilizing a fusion of hybrid modeling and automation technologies,we develop soft measurement models for key combustion parameters,such as the net calorific value of coal,flue gas oxygen content,and fly ash carbon content,within theDistributedControl System(DCS).Validated with performance test data,thesemodels exhibit controlled root mean square error(RMSE)and maximum absolute error(MAXE)values,both within the range of 0.203.Integrated into their respective automatic control systems,thesemodels optimize two-phase flow heat transfer,finetune combustion conditions,and mitigate incomplete combustion.Furthermore,this paper conducts an in-depth exploration of the generationmechanismof nitrogen oxides(NO_(x))and low oxygen emission reduction technology in coal-fired boilers,demonstrating a substantial reduction in furnace exit NO_(x) generation by 30%to 40%and the power supply coal consumption decreased by 1.62 g/(kW h).The research outcomes highlight the model’s rapid responsiveness,enabling prompt reflection of transient variations in various economic indicator parameters.This provides a more effective means for real-time monitoring of crucial variables in coal-fired boilers and facilitates timely combustion adjustments,underscoring notable achievements in boiler combustion.The research not only provides valuable and practical insights into the intricacies of two-phase flow heat transfer and heat exchange but also establishes a pioneering methodology for tackling industry challenges. 展开更多
关键词 Two-phase flow coal-fired boiler oxygen content of flue gas carbon content in fly ash hybrid modeling automation control
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Methods of Modifying the Brittle Behavior of Cementitious Composites 被引量:1
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作者 庞超明 LEUNG Christopher KY 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2010年第1期156-161,共6页
We put forward effective methods of increasing the tensile strain of cementitious composites with 2% PVA fiber and high fly ash content. The test results show that curing condition has a significantly effect on the te... We put forward effective methods of increasing the tensile strain of cementitious composites with 2% PVA fiber and high fly ash content. The test results show that curing condition has a significantly effect on the tensile performance. It is approved that the specimens incorporated appropriate volume fraction rubber powder and lightweight aggregate greatly increase the tensile strain of composites at medium-term age, but indefinitely at long-term age. To a certain extent, EVA can limitedly enhance the tensile performance of comentitious composites owing to the formation of polymer membrane and the hindered hydration of cement. 展开更多
关键词 high-ductility cementitious composites (HDCC) tensile properties high content of fly ash rubber powder light aggregate ethylene vinyl alcohol latex powder
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An Evaluation of the Calorific Values of the Branches and Stems of 11 Tropical Trees 被引量:1
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作者 Jude I. Duruaku Vincent I. E. Ajiwe +1 位作者 Nkechi H. Okoye Rosemary U. Arinze 《Journal of Sustainable Bioenergy Systems》 2016年第2期44-54,共11页
This work investigated and quantified the calorific values of the main branches and trunks of eleven (11) tropical trees in correlation with their chemical composition in order to assess their suitability for use as c... This work investigated and quantified the calorific values of the main branches and trunks of eleven (11) tropical trees in correlation with their chemical composition in order to assess their suitability for use as credible sources of wood fuel. The determination of the carbon, hydrogen, nitrogen, oxygen and sulphur (CHNOS) content of the samples was done using an organic elemental analyser, while an oxygen bomb calorimeter was used to experimentally determine their corresponding gross heat values. The experimental gross heat values for the branches examined ranged from 18,703.37 kJ/kg in Lophira lanceolata to 21,350.35 kJ/kg in Afzelia africana while that of the trunks ranged from 19,747.74 kJ/kg in Tectonia grandis to 22,408.68 kJ/kg in Prosopis africana. These values were within and about the expected ranges observed for tropical trees and may be considered adequate for wood fuel. The general trend in both branches and trunks was that the higher the carbon content, the higher the gross heat value of sample. The absence of sulphur in almost all the samples except, Prosopis africana, (0.055%) was indicative of the fact that the negative environmental impact with respect to harmful emissions of oxides of sulphur is practically non-existent with respect to these species. In the light of the aforementioned variables, the main branches of Afzelia africana (21,350.35 kJ/kg), Nauclea diderrichii (21,157.30 kJ/kg) and Tectonia grandis (20,257.13 kJ/kg) could be used as credible sources of firewood and charcoal production. With respect to the trunks, the timbers in order of preference would ideally be Prosopis africana (22,408.68 kJ/kg), Nauclea diderichii (21,436.42 kJ/kg) and Brachstigia eurychoma (20,924.7 kJ/kg). 展开更多
关键词 Calorific Value Elemental Composition Gross Heat Value Bulk Density ash Content
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Analysis and Study on Quality Control of Yao Medicine Damnacanthus macrophyllus Based on Methods in Chinese Pharmacopoeia
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作者 Jiangcun WEI Xiumei MA +4 位作者 Yanxiu WANG Bihua NONG Chunli TANG Jingrong LU Fengxian ZHAO 《Medicinal Plant》 CAS 2021年第2期40-43,共4页
[Objectives]To establish a quality analysis method for Yao medicine Damnacanthus macrophyllus Sieb.ex Miq.var.giganteus(Makino)Koidz..[D.indicus Gaertn.f.var.giganteus Makino].[Methods]The moisture,total ash and alcoh... [Objectives]To establish a quality analysis method for Yao medicine Damnacanthus macrophyllus Sieb.ex Miq.var.giganteus(Makino)Koidz..[D.indicus Gaertn.f.var.giganteus Makino].[Methods]The moisture,total ash and alcohol extracts of D.macrophyllus medicinal materials were determined according to the experimental methods in the Chinese Pharmacopoeia(2020).[Results]All the 10 batches of D.macrophyllus medicinal materials from different collection times and different regions in Guangxi had the same plant morphological characteristics.The experimental results indicate that the moisture was 9.81%-11.52%,the total ash content was 7.37%-9.53%,the acid-insoluble ash content was 1.10%-1.97%,and the extract was 8.25%-10.22%.[Conclusions]This study provides a scientific basis for establishing a quality standard for Yao medicine D.macrophyllus medicinal materials,and it is expected to better utilize and develop D.macrophyllus. 展开更多
关键词 Damnacanthus macrophyllus Sieb.ex Miq.var.giganteus(Makino)Koidz..[D.indicus Gaertn.f.var.giganteus Makino] MOISTURE Total ash content Alcohol extract Quality analysis
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RESEARCH ON THE QUALITY PRICE RATIO OF COKING COAL
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作者 陶树人 王永君 《Journal of China University of Mining and Technology》 1994年第2期47-63,共17页
If assortment priee parity of Clase coking coal and its qtalty price danrcnee is nonreasonable, it deren't gulde in Anprotrig tbe quallry metaliurgical coking coal and may be influence theeconomic benefit of me... If assortment priee parity of Clase coking coal and its qtalty price danrcnee is nonreasonable, it deren't gulde in Anprotrig tbe quallry metaliurgical coking coal and may be influence theeconomic benefit of metallurgical enterprises. This paper propose the principles and mathematicmodel for determination aseortment party of clean cokingcoal and its quality difference of ash content in clean coking coal in order to urge wasbenes into producing superior clean coking cleal whichis under condition of consideration both interest waskeries and interest metallurgicai industry. It canbe used as a method in theory to make price strategies under condition of socialism maket economicfor washeries of clean coking coal 展开更多
关键词 assortment price parity of clean coking coal quality difference of ash content in clean coking coal Output rate of clean coking coal
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Moisture Content and Nutrient Composition of Alfalfa under Different Drying Methods
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作者 Qian Shanzhu Zhang Zhe 《Animal Husbandry and Feed Science》 CAS 2018年第1期43-46,51,共5页
[Objective] The paper was to study the effects of different drying methods on moisture content and nutrient composition of alfalfa.[Method] Alfalfa collected from the same piece of land in early flowering period were ... [Objective] The paper was to study the effects of different drying methods on moisture content and nutrient composition of alfalfa.[Method] Alfalfa collected from the same piece of land in early flowering period were dried through three different drying methods, solar drying,outdoor drying in the sun and outdoor drying in the shade, and the effects of different drying methods on contents of moisture, crude protein, crude ash and neutral detergent fiber(NDF) were measured. [Result] The moisture evaporation rate of different drying methods over the same period successively were solar drying 〉 outdoor drying in the sun 〉 outdoor drying in the shade. The crude protein content of alfalfa was the highest through solar drying(P〈0.05), followed by outdoor drying in the shade, and the crude protein content through outdoor drying in the sun was the lowest. Under the condition of different moisture contents, the crude protein content of dried samples through outdoor drying in the sun decreased by 6.86%-22.43% compared to solar drying, and that through outdoor drying in the shade reduced by 4.92%-17.20%. Under the same moisture content, the crude ash content successively were outdoor drying in the shade 〉 outdoor drying in the sun 〉 solar drying; the crude ash content of alfalfa through solar drying was 3.72%-19.22% lower than outdoor drying in the sun, and 8.12%-29.93% lower than outdoor drying in the shade. The NDF content of alfalfa through outdoor drying in the sun was the highest, significantly higher than the other two drying methods( P〈0.05). The NDF content through solar drying was the lowest, 9.08%-27.25% lower than outdoor drying in the sun, and 4.84%-24.84% lower than outdoor drying in the shade. [Conclusion] The paper will provide some references for selection of appropriate alfalfa drying method. 展开更多
关键词 Solar drying Alfalfa Moisture content Crude protein Crude ash Neutral detergent fiber(NDF)
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Influence of hydrothermal carbonized sewage sludge on coal water slurry performance
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作者 Asma Leghari Yao Xiao +3 位作者 Lu Ding Hammad Sadiq Abdul Raheem Guangsuo Yu 《Frontiers of Chemical Science and Engineering》 2025年第1期107-120,共14页
Coal utilization,as a major energy source,raises sustainability concerns and environmental impacts,prompting researchers to explore blending it with other feedstocks.This study discusses hydrochar coal-water slurry(HC... Coal utilization,as a major energy source,raises sustainability concerns and environmental impacts,prompting researchers to explore blending it with other feedstocks.This study discusses hydrochar coal-water slurry(HC-CWS)preparation conditions,emphasizing apparent viscosity and exploring the influence of high ash content on char reactivity.The study highlights that the presence of free water in sludge is moderately influential,while high amounts of free water in raw sewage sludge(SS)and its near absence during hydrothermal carbonization(HTC)of SS are both unfavorable for enhancing the overall performance of coal-water slurry(CWS).HTC reduces the concentration of hydroxyl functional group,enhancing slurry performance and reducing ash content in HC-CWS,indicating that coal complements hydrochar(HC).High-temperature HC preparation is unsuitable for HC-CWS due to increased viscosity and decreased stability.In terms of ash content,the optimal pH and HC ratio for CWS are determined at 30%HC.The gasification reactivity of HC,prepared at 180°C with a 30%HC ratio in CWS at R0.5 is 6×10^(−3) and at R0.9 is 9×10^(−3).However,increasing HC to 50%diminishes reactivity under CO_(2) atmosphere.The inhibitory effect was observed with an increasing percentage of HC in CWS and the synergy factor decreased in the following order:10%HC>30%HC>50%HC,i.e.,from 1.04 to 0.35.The possible reason is the presence of high ash content and their similar initial gasification rates during its early stages. 展开更多
关键词 hydrochar coal water slurry high ash content slurry properties gasification reactivity
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