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Experimental Study on Ammonia Co-Firing with Coal for Carbon Reduction in the Boiler of a 300-MW Coal-Fired Power Station
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作者 Qifu Lin Wangping Sun +15 位作者 Haiyan Li Yangjiong Liu Yuwei Chen Chengzhou Liu Yiman Jiang Yu Cheng Ning Ma Huaqing Ya Longwei Chen Shidong Fang Hansheng Feng Guang-Nan Luo Jiangang Li Kaixin Xiang Jie Cong Cheng Cheng 《Engineering》 SCIE EI CAS CSCD 2024年第9期247-259,共13页
To reduce CO_(2) emissions from coal-fired power plants,the development of low-carbon or carbon-free fuel combustion technologies has become urgent.As a new zero-carbon fuel,ammonia(NH_(3))can be used to address the s... To reduce CO_(2) emissions from coal-fired power plants,the development of low-carbon or carbon-free fuel combustion technologies has become urgent.As a new zero-carbon fuel,ammonia(NH_(3))can be used to address the storage and transportation issues of hydrogen energy.Since it is not feasible to completely replace coal with ammonia in the short term,the development of ammonia-coal co-combustion technology at the current stage is a fast and feasible approach to reduce CO_(2) emissions from coal-fired power plants.This study focuses on modifying the boiler and installing two layers of eight pure-ammonia burners in a 300-MW coal-fired power plant to achieve ammonia-coal co-combustion at proportions ranging from 20%to 10%(by heat ratio)at loads of 180-to 300-MW,respectively.The results show that,during ammonia-coal co-combustion in a 300-MW coal-fired power plant,there was a more significant change in NO_(x) emissions at the furnace outlet compared with that under pure-coal combustion as the boiler oxygen levels varied.Moreover,ammonia burners located in the middle part of the main combustion zone exhibited a better high-temperature reduction performance than those located in the upper part of the main combustion zone.Under all ammonia co-combustion conditions,the NH_(3) concentration at the furnace outlet remained below 1 parts per million(ppm).Compared with that under pure-coal conditions,the thermal efficiency of the boiler slightly decreased(by 0.12%-0.38%)under different loads when ammonia co-combustion reached 15 t·h^(-1).Ammonia co-combustion in coal-fired power plants is a potentially feasible technology route for carbon reduction. 展开更多
关键词 coal-fired boiler Coal mixing with ammonia Ammonia-coal co-firing Nitrogen oxide(NO_(x)) CO_(2)reduction boiler thermal efficiency
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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(NOx)and low oxygen emission reduction technology in coal-fired boilers,demonstrating a substantial reduction in furnace exit NOx 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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Modeling and Simulation Study on Reverse Swirl of Secondary Air in Large Tangentially Fired Boiler
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作者 李彦鹏 张强 +1 位作者 顾璠 徐益谦 《Journal of Southeast University(English Edition)》 EI CAS 2000年第2期87-94,共8页
Based on the porosity method and the improved non uniform QUICK scheme, this paper describes a three dimensional computer simulation to predict the flow characteristics in a tangentially fired boiler. The model is ap... Based on the porosity method and the improved non uniform QUICK scheme, this paper describes a three dimensional computer simulation to predict the flow characteristics in a tangentially fired boiler. The model is applied to a 600?MW boiler modeling under different operating conditions of reverse swirl of secondary air. The numerical results achieve reasonable agreement with experimental data. The calculated results of flow field, the pressure distribution, the relative diameter of tangential circle, angular momentum flux in furnace and the velocity distribution index in horizontal gas pass are analyzed in detail. And then the effects of the reverse swirl of secondary air on flue gas imbalance are discussed. Finally a reasonable operating condition of the reverse swirl of secondary air is presented. 展开更多
关键词 tangentially fired boiler flue gas imbalance reverse swirl of secondary air numerical simulation
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INTRODUCTION TO INCONEL ALLOY 740: AN ALLOY DESIGNED FOR SUPERHEATER TUBING IN COAL-FIRED ULTRA SUPERCRITICAL BOILERS 被引量:19
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作者 S.J. Patel 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2005年第4期479-488,共10页
Chinese utilities as well as those worldwide are facing increased demand for additional electricity, reduced plant emissions and greater efficiency. To meet this challenge will require increasing boiler temperature, p... Chinese utilities as well as those worldwide are facing increased demand for additional electricity, reduced plant emissions and greater efficiency. To meet this challenge will require increasing boiler temperature, pressure and coal ash corrosion resistance of the materials of boiler construction of future coal-fired boilers. A new nickel-based tube alloy, INCONEL^R alloy 740, is described aiming at meeting this challenge. Emphasis will be on describing the alloy' s mechanical properties, coal-ash and steam corrosion resistance. Microstructural stability as a function of temperature and time is addressed as well as some of the early methodology em- ployed to arrive at the current chemical composition. 展开更多
关键词 ultrasupercritical boiler tubing INCONEL coal-fired
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NO_x emission model for coal-fired boilers using partial least squares and extreme learning machine 被引量:4
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作者 Dong Ze Ma Ning Li Changqing 《Journal of Southeast University(English Edition)》 EI CAS 2019年第2期179-184,共6页
To implement a real-time reduction in NOx,a rapid and accurate model is required.A PLS-ELM model based on the combination of partial least squares(PLS)and the extreme learning machine(ELM)for the establishment of the ... To implement a real-time reduction in NOx,a rapid and accurate model is required.A PLS-ELM model based on the combination of partial least squares(PLS)and the extreme learning machine(ELM)for the establishment of the NOx emission model of utility boilers is proposed.First,the initial input variables of the NOx emission model are determined according to the mechanism analysis.Then,the initial input data is extracted by PLS.Finally,the extracted information is used as the input of the ELM model.A large amount of real data was obtained from the distributed control system(DCS)historical database of a 1 000 MW power plant boiler to train and validate the PLS-ELM model.The modeling performance of the PLS-ELM was compared with that of the back propagation(BP)neural network,support vector machine(SVM)and ELM models.The mean relative errors(MRE)of the PLS-ELM model were 1.58%for the training dataset and 1.69%for the testing dataset.The prediction precision of the PLS-ELM model is higher than those of the BP,SVM and ELM models.The consumption time of the PLS-ELM model is also shorter than that of the BP,SVM and ELM models. 展开更多
关键词 NOx emission partial least squares extreme learning machine coal-fired boiler
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Feasibility Analysis on the Integrated Application of Solar Energy, Biogas, Coal-fired Boiler and Radiant Floor Heating for Rural Residence 被引量:3
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作者 JIN Junjie TANG Zhonghua +2 位作者 GAO Lifu TANG Li ZHANG Xiaodong 《Journal of Landscape Research》 2013年第4期12-14,共3页
The feasibility of adopting a balanced energy mix mode (domestic solar energy, biogas, coal-fired boiler and radiant floor heating) was proposed. Taking a typical rural residence in Zhengzhou City for example, the stu... The feasibility of adopting a balanced energy mix mode (domestic solar energy, biogas, coal-fired boiler and radiant floor heating) was proposed. Taking a typical rural residence in Zhengzhou City for example, the study through theoretical analysis and calculation showed that such a balanced energy mix is an economic way and efficient in saving energy and reducing air pollution, and elaborated the theoretical feasibility of popularizing such a heat supply mode in rural areas. 展开更多
关键词 Solar energy COLLECTOR BIOGAS coal-fired boiler Radiant FLOOR HEATING
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Computational Modeling of Tangentially Fired Boiler(Ⅱ) NO_x Emissions 被引量:1
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作者 郑友取 樊建人 +2 位作者 马银亮 孙平 岑可法 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2000年第3期247-250,共4页
The paper describes numerical and experimental study on reduction of NOx emissions in a 600 MW tangentially fired boiler furnace under different operating conditions. A simplified NOX formation mechanism model, along ... The paper describes numerical and experimental study on reduction of NOx emissions in a 600 MW tangentially fired boiler furnace under different operating conditions. A simplified NOX formation mechanism model, along with the gas-particle multiphase flow model, is adopted. The prediction yields encouraging results as compared to experimental data. 展开更多
关键词 COAL nitrogen oxides tangentially fired boiler
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Computational Modeling of Tangentially Fired Boiler (I) Models, Flow Field and Temperature Profiles
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作者 查旭东 樊建人 +2 位作者 钱力庚 孙平 岑可法 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2000年第2期128-133,共6页
In this work, an Eulerian/Lagrangian approach has been employed to investigate numerically the flow characteristics, heat transfer and combustion in a tangentially fired furnace. The RNG (Re-normalization group) k-ε ... In this work, an Eulerian/Lagrangian approach has been employed to investigate numerically the flow characteristics, heat transfer and combustion in a tangentially fired furnace. The RNG (Re-normalization group) k-ε model and a new method for cell face velocity interpolation based on a non-staggered grid system are employed. To avoid pseudo-diffusion that is significant in modeling tangentially fired furnaces, attempts are made at improving the differential volume scheme. Some new developments on turbulent diffusion of particles are also taken into account. Thus, computational accuracy is improved substantially. 展开更多
关键词 tangentially fired boilers SIMULATION Eulerian/Lagrangian approach
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System Performance and Pollution Emission of Biomass Gas Co-Firing in a Coal-Fired Boiler
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作者 Sikandar Abid Xiaotao Zhang +3 位作者 Weidong Zhang Haoliang Mu Chengyu Zhang Aijun Wang 《Journal of Power and Energy Engineering》 2020年第10期18-25,共8页
To reduce greenhouse gases emission and increase the renewable energy uti</span><span style="font-family:Verdana;">lization portion in the world, the biomass gasification coupled with a coal-fire... To reduce greenhouse gases emission and increase the renewable energy uti</span><span style="font-family:Verdana;">lization portion in the world, the biomass gasification coupled with a coal-fired </span><span style="font-family:Verdana;">boiler power generation system is studied. It is a challenge to achieve optimum performance for the coupled system. The models of biomass gasification coupled with co-firing of coal in a boiler have been established. A comparative study of three kinds of biomass (Food Rubbish, Straw and Wood Pellets) has </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">been </span></span></span><span><span><span><span style="font-family:Verdana;">done. The syngas produced in a 10 t/h gasifier is fed to a 330 MWe coal-fired boiler for co-combustion, and the co-firing performances have been compared with pure coal combustion case under the conditions of constant boiler load. Results show that co-firing decreases the furnace combustion temperature and raises the flue gas temperature for Food Rubbish and Straw, while, flue gases temperature decrease in case of Wood Pellets. At the same time NO<sub>x</sub> and SO<sub>x</sub> emissions have reduced. The system efficiencies at constant load for Food Rubbish, Straw and Wood Pellets are 83.25%, </span><span style="font-family:Verdana;">83.88% and 82.56% when the optimum conditions of gasification and co-firing </span><span style="font-family:Verdana;">process are guaranteed. 展开更多
关键词 Biomass Gasification coal-fired boiler System Efficiency Optimal Air to Biomass Ratio
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Comprehensive evaluation for efficient development of coal-fired Industry boiler clearing
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作者 WU Li-xin 《煤炭加工与综合利用》 CAS 2017年第10期I0001-I0001,共1页
The Paper has introduced development of domesticand foreign coal-fired industry boiler and has implementedcomprehensive comparison for several substitution technologies(coal powder boiler, coal water mixture boiler, ... The Paper has introduced development of domesticand foreign coal-fired industry boiler and has implementedcomprehensive comparison for several substitution technologies(coal powder boiler, coal water mixture boiler, coal-fired boiler,gas-fired boiler and biomass boiler, etc.) of backward coal-firedindustrial boiler in technology, economy and environment, etc.;has evaluated comprehensive effect and adaptiveconditions of coal-fired industry boiler technology and has put forward suggestion forefficient development of coal-fired industry boiler clearing. 展开更多
关键词 coal-fired industrial boiler CLEAR EFFICIENT COMPREHENSIVE evaluation
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Simulation on an optimal combustion control strategy for 3-D temperature distributions in tangentially pc-fired utility boiler furnaces
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作者 WANGXi-fen ZHOUHuai-chun 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2005年第2期305-308,共4页
The control of 3-D temperature distribution in a utility boiler furnace is essential for the safe, economic and clean operation of pc-fired furnace with multi-burner system. The development of the visualization of 3-... The control of 3-D temperature distribution in a utility boiler furnace is essential for the safe, economic and clean operation of pc-fired furnace with multi-burner system. The development of the visualization of 3-D temperature distributions in pc-fired furnaces makes it possible for a new combustion control strategy directly with the furnace temperature as its goal to improve the control quality for the combustion processes. Studied in this paper is such a new strategy that the whole furnace is divided into several parts in the vertical direction, and the average temperature and its bias from the center in every cross section can be extracted from the visualization results of the 3-D temperature distributions. In the simulation stage, a computational fluid dynamics(CFD) code served to calculate the 3-D temperature distributions in a furnace, then a linear model was set up to relate the features of the temperature distributions with the input of the combustion processes, such as the flow rates of fuel and air fed into the furnaces through all the burners. The adaptive genetic algorithm was adopted to find the optimal combination of the whole input parameters which ensure to form an optimal 3-D temperature field in the furnace desired for the operation of boiler. Simulation results showed that the strategy could soon find the factors making the temperature distribution apart from the optimal state and give correct adjusting suggestions. 展开更多
关键词 tangentially-fired boilers combustion control three-dimensional temperature distributions adaptive genetic algorithm
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Low-NOx Combustion Retrofit and Running Adjustment for 600-MW Utility Boiler with Four-Corner Tangential Firing
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《Electricity》 2013年第1期40-47,共8页
Low-NOX combustion retrofit is performed by adopting staged combustion technology for a 600 MW utility boiler with a four-corner tangential firing system. The emission data of NOX before and after retrofit are compare... Low-NOX combustion retrofit is performed by adopting staged combustion technology for a 600 MW utility boiler with a four-corner tangential firing system. The emission data of NOX before and after retrofit are compared and analyzed. The test results show that the emission concentration of NOX decreases obviously after the low-NOX retrofit. Additionally, the emission of NOX decreases by nearly 50% when the unit load is higher than 350 MW. It can also be concluded that the emission of NOX is influenced significantly by the amount of SOFA, the damper opening of auxiliary air, the differential pressure between the secondary air windbox and the furnace, and so on. 展开更多
关键词 four-corner tangential firing boiler low-NOx combustion running adjustment
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Analysis of Prese nt Operating Situati on of Large Size Coal-F ired Utility Boilers
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作者 许传凯 袁颖 《Electricity》 2003年第1期24-29,共6页
Large size utility boilers develop rapidly in China, both their reliability and economics have reached better level. The operating situations of various existing boilers on the basis of different coals are analyzed, i... Large size utility boilers develop rapidly in China, both their reliability and economics have reached better level. The operating situations of various existing boilers on the basis of different coals are analyzed, it is held that, the notable energy imbalance of furnace exit, ever existing in the tangential firing boilers has been solved, with comparatively lower NOX emission concentration of gained. The higher NOX emission concentration and furnace slagging etc. problems existing in wall firing boilers are notable. The comprehensive analysis shows that, it is appropriate to choose lower furnace volume heat release rate and higher flame height in the type selection design of boilers, and sufficient margin should be kept in the selection of coal pulverizing mills. 展开更多
关键词 coal-fired boiler operating performance COMBUSTION slagging and fouling NOX emission
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Flexibility of a 300 MW Arch Firing Boiler Burning Low Quality Coals 被引量:10
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作者 FANG Qing-yan ZHOU Huai-chun WANG Hua-jian YAO Bin ZENG Han-cai 《Journal of China University of Mining and Technology》 EI 2007年第4期566-571,共6页
Experimental investigations on the flexibility of a 300 MW Arch Firing (AF) coal-fired boiler when burning low quality coals is reported. Measurements of gas temperature and species concentration and char sampling usi... Experimental investigations on the flexibility of a 300 MW Arch Firing (AF) coal-fired boiler when burning low quality coals is reported. Measurements of gas temperature and species concentration and char sampling using a water-cooled suction pyrometer were carried out along the furnace elevation. The carbon content and the size distribu-tions of the char samples were obtained. The char morphology was examined using a field emission scanning electron microscope (FESEM). The char sampling was performed on this type of boiler for the first time. The results indicate that the flexibility of this boiler burning low quality coals under a moderate boiler load is better than its flexibility under a high boiler load. Because of the insufficient capacity of the coal pulverizers used,in case of low coal quality the pul-verized coal fineness will drastically decrease under high boiler loads. This causes an increase in the loss due to incom-plete mechanical and chemical combustion. This is the main cause of a low burnout degree of the pulverized coal and the decrease of the flexibility of this AF boiler under a high boiler load. 展开更多
关键词 coal-fired boilers FLEXIBILITY BURNOUT TEMPERATURES size distributions
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Development of 600 MW Class Coal Fired Boilers in China
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作者 Xu Chuankai Xu Yunsong(Thermal Power Research institute, Xi’an, China) 《Electricity》 1999年第3期16-22,共7页
This article introduces the present status anddevelopment of 600 MW class boilers in China. The statisticaldata indicate that most 600 MW generating units experiencedrelatively length" growing up" period. In... This article introduces the present status anddevelopment of 600 MW class boilers in China. The statisticaldata indicate that most 600 MW generating units experiencedrelatively length" growing up" period. In this period, unitscould not operate stably , their unplanned outage times weremany and durations long, and availabilities low. On the basis oftesting and research and the summing-up of practice, it wasindicated slagging in the furnace, deviation of tine gas energy atthe exit of furnace, and overheating bursting of superheater andreheater etc, endangering the safety and economics ofoperation,main problems could be completely alleviated oravoided through design and type selection of boiler furnace andburners, coal characteristics and coal handling management,and optimization management of operation conditions etc. 展开更多
关键词 coal-fired boiler SLAGGING energy deviation of fluegas tube failure coupling of COAL property-boiler type
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Study and Application of W-Flame Boiler Startup Aided by Adjacent Hot Primary Air
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作者 Hou Zhaoyi Qiu Xiantang Du Huazhong 《Electricity》 2012年第3期34-38,共5页
In this paper,the designed features of a W-flame coal-fired boiler are introduced.A scheme of joint primary air for two boilers is made and technical measures are also taken based on corresponding analyses and studies... In this paper,the designed features of a W-flame coal-fired boiler are introduced.A scheme of joint primary air for two boilers is made and technical measures are also taken based on corresponding analyses and studies.The scheme and the measures provide a reference for technicians to improve the efficiencies and reduce the startup costs of other similar large boilers. 展开更多
关键词 W-flame coal-fired boiler joint hot primary air STARTUP ENERGY-SAVING
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宽负荷下切圆燃煤锅炉H_(2)S分布特性的数值模拟 被引量:1
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作者 邓磊 袁茂博 +3 位作者 杨家辉 韩磊 姜家豪 车得福 《煤炭学报》 EI CAS CSCD 北大核心 2024年第6期2887-2895,共9页
锅炉采用空气分级燃烧降低NO_(x)排放的同时也提高了主燃区H_(2)S体积分数。炉墙壁面过高的H_(2)S体积分数是加剧水冷壁高温腐蚀的重要因素。为保障新能源并网发电,大型燃煤机组灵活调峰的需求增加,不同负荷下的水冷壁近壁面H_(2)S分布... 锅炉采用空气分级燃烧降低NO_(x)排放的同时也提高了主燃区H_(2)S体积分数。炉墙壁面过高的H_(2)S体积分数是加剧水冷壁高温腐蚀的重要因素。为保障新能源并网发电,大型燃煤机组灵活调峰的需求增加,不同负荷下的水冷壁近壁面H_(2)S分布特性值得关注。通过正交试验分析了切圆燃煤锅炉运行参数对水冷壁近壁面H_(2)S体积分数分布的影响。选取一台超临界600 MW切圆燃煤锅炉建立数值模型,设计L_(16)(4^(5))正交工况,覆盖100%BMCR、75%THA,50%THA以及35%BMCR四种负荷。建立了自定义SO_(x)生成模型以确定燃料硫的析出和转化路径,模型包含多表面反应子模型以描述焦炭与O_(2)/CO_(2)/H_(2)O等3种气体的异相反应,并确定焦炭气化反应消耗量占总消耗量的比例,进而对炉膛H_(2)S空间分布进行了模拟计算。研究表明,近壁面高体积分数H_(2)S区域主要位于投运燃烧器层中最下层燃烧器以下以及最上层燃烧器以上至SOFA层之间,烟气切圆沿炉膛高度增加逐渐增大是造成后一区域H_(2)S体积分数较高的重要原因。35%BMCR负荷下水冷壁重点区域的H_(2)S平均体积分数为364μL/L,明显低于其他负荷。锅炉运行参数对重点区域H_(2)S体积分数影响程度的排序为:锅炉负荷>一次风率>主燃区空气过量系数>假想切圆直径>燃烧器竖直摆角。 展开更多
关键词 切圆燃煤锅炉 宽负荷 H2S分布 正交分析 数值模拟
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超超临界双切圆燃烧锅炉多煤种掺烧下水冷壁结渣特性的数值模拟
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作者 董磊 陈曦 +1 位作者 马启磊 徐民 《动力工程学报》 CAS CSCD 北大核心 2024年第2期241-250,共10页
对某1000 MW超超临界双切圆燃烧锅炉水冷壁结渣特性进行数值模拟,探究多煤种掺烧对水冷壁结渣特性的影响规律并提出减少结渣的配煤原则。数值模拟结果表明:双切圆燃烧锅炉在燃烧时形成反向相切的双椭圆,长轴所对燃烧器近壁面温度水平较... 对某1000 MW超超临界双切圆燃烧锅炉水冷壁结渣特性进行数值模拟,探究多煤种掺烧对水冷壁结渣特性的影响规律并提出减少结渣的配煤原则。数值模拟结果表明:双切圆燃烧锅炉在燃烧时形成反向相切的双椭圆,长轴所对燃烧器近壁面温度水平较高,结渣倾向较高;当与煤种Ⅲ(高热值低灰分)、煤种Ⅱ(中等热值中等灰分)掺烧时,煤种Ⅰ(低热值高灰分)的入炉比例大于40%,炉膛各部位结渣倾向显著提高;煤种Ⅰ入炉比例为20%的工况能满足安全运行需要;配煤位置显著影响颗粒沉积的部位及沉积速率:当多煤种掺烧时,将煤质特性较差的煤种置于较低层燃烧器更为合理,煤种入炉比例相同时,调整入炉位置可以降低10.17%的颗粒沉积量,从而降低水冷壁结渣倾向。 展开更多
关键词 双切圆燃烧锅炉 数值模拟 结渣特性 配煤掺烧
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基于塔克分解和声学测温的三维温度场重建
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作者 姚鹏搏 孙铭阳 +1 位作者 王元 沈国清 《动力工程学报》 CAS CSCD 北大核心 2024年第4期557-565,共9页
提出了一种基于塔克分解和声学测温的三维温度分布重建算法,该算法采用数值计算方法建立先验数据集,利用塔克分解提取锅炉温度场的主要特征,将声学测温与二维温度场插值相结合,重建三维温度场,提高了复杂温度场的重构精度,具有较快的重... 提出了一种基于塔克分解和声学测温的三维温度分布重建算法,该算法采用数值计算方法建立先验数据集,利用塔克分解提取锅炉温度场的主要特征,将声学测温与二维温度场插值相结合,重建三维温度场,提高了复杂温度场的重构精度,具有较快的重建速度。结果表明:该算法能够在10 s左右重建复杂三维温度场,相比传统声学测温可以将重建误差降低10%以上,对于先验工况外的温度场也有较强的适用性,对燃煤电厂燃烧优化和负荷调整具有一定的指导意义。 展开更多
关键词 切圆锅炉 三维温度场 塔克分解 声学测温
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基于Mask R-CNN的锅炉火焰图像核心高温区域提取 被引量:1
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作者 张胜华 龙嘉健 陆继东 《发电设备》 2024年第4期205-210,共6页
为了提高锅炉火焰核心高温区域特征提取的准确性和稳定性,结合四角切圆燃烧锅炉火焰特点,提出了一种基于Mask R-CNN的火焰核心高温区域轮廓提取方法。通过某330 MW燃煤锅炉工业火焰监控系统获取约10 000帧历史运行工况的火焰图像进行建... 为了提高锅炉火焰核心高温区域特征提取的准确性和稳定性,结合四角切圆燃烧锅炉火焰特点,提出了一种基于Mask R-CNN的火焰核心高温区域轮廓提取方法。通过某330 MW燃煤锅炉工业火焰监控系统获取约10 000帧历史运行工况的火焰图像进行建模,并对升负荷工况的火焰图像进行在线处理验证。结果表明:基于Mask R-CNN模型的核心高温区域检测精准率达到92.35%,相比于传统的阈值分割法、边缘检测法具有更高的稳定性;Mask R-CNN模型能更好地适应变负荷时脉动火焰波动、快速变化的特点,轮廓边缘受其他区域的影响较小,有助于针对火焰核心高温区域轮廓进行火焰几何特征、分布特征的提取计算。 展开更多
关键词 四角切圆燃烧锅炉 火焰图像 核心高温区域 Mask R-CNN算法
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