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基于相关向量机的电站锅炉NO_x燃烧优化 被引量:8
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作者 牛培峰 马云鹏 +4 位作者 张京 张鑫 李国强 陈贵林 张先臣 《计量学报》 CSCD 北大核心 2016年第2期191-196,共6页
为了降低电站锅炉NOx排放量,采用一种新的机器学习方法——相关向量机对某330 MW煤粉汽包锅炉的一、二次风速以及含氧量等26个输入参数和NOx输出结果进行建模,并用万有引力算法对模型的参数进行优化,获得最优模型。与粒子群算法、遗传... 为了降低电站锅炉NOx排放量,采用一种新的机器学习方法——相关向量机对某330 MW煤粉汽包锅炉的一、二次风速以及含氧量等26个输入参数和NOx输出结果进行建模,并用万有引力算法对模型的参数进行优化,获得最优模型。与粒子群算法、遗传算法优化相关向量机以及万有引力算法优化支持向量机等进行了比较,选择锅炉输入参数中的可调变量为优化变量,以NOx低排放量为目标进行优化,获得低NOx排放的输入参数。结果证明:万有引力优化相关向量机算法建立的模型精确度比其它几种算法高,对模型进行低NOx优化后,NOx输出值由最初的的906.65 mg/m3变为550.600 mg/m3,下降幅度约为38.9%,实现了NOx排放量大幅度降低。 展开更多
关键词 计量学 NOx预测 相关向量机 万有引力算法 电站锅 优化
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燃煤电站锅炉低NOx排放技术应用研究 被引量:2
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作者 刘福志 李延东 《中国高新技术企业》 2008年第3期86-86,90,共2页
随着火力发电技术的进步,近几年我国火力发电保持高速发展的态势,NOx的排放量也呈逐渐增加的趋势。随着环保要求的日益严格,如何有效地控制NOx的排放量,将成为我国火力发电必须面对的问题。本文介绍了燃煤电站锅炉低NOx排放的几种技术... 随着火力发电技术的进步,近几年我国火力发电保持高速发展的态势,NOx的排放量也呈逐渐增加的趋势。随着环保要求的日益严格,如何有效地控制NOx的排放量,将成为我国火力发电必须面对的问题。本文介绍了燃煤电站锅炉低NOx排放的几种技术。并对电站锅炉低NOx排放技术的应用进行了探索。 展开更多
关键词 燃煤电站锅 低NOx排放技术 应用
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电站锅炉捞渣机的技术改进
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作者 王军刚 《电力系统装备》 2018年第5期230-231,共2页
捞渣机是火电厂废渣处理系统中的重要排渣设备。由于渣团中含有铁块等硬性杂质势必会造成驱动电机烧毁以及频繁停机。因此,对捞渣机进行技术改进,提高其工作效率,降低故障发生率有着重意义,本文主要分析了捞渣机的捞渣机链轮跑偏、脱掉... 捞渣机是火电厂废渣处理系统中的重要排渣设备。由于渣团中含有铁块等硬性杂质势必会造成驱动电机烧毁以及频繁停机。因此,对捞渣机进行技术改进,提高其工作效率,降低故障发生率有着重意义,本文主要分析了捞渣机的捞渣机链轮跑偏、脱掉链和捞渣机槽体水位、水温侧等方面不足,并给予其改造措施与方法。 展开更多
关键词 电站锅 炉捞渣机 技术改进
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锅浪跷水电站施工期水情自动测报系统设计与实现 被引量:4
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作者 陆玉忠 胡宇丰 +1 位作者 李匡 徐海卿 《水利水电技术》 CSCD 北大核心 2016年第11期14-18,24,共6页
从四川锅浪跷水电站施工期水情测报系统的建设目标、设计原则与要求入手,介绍了系统遥测站网布设、系统遥测站结构及功能、传感器选型、通信方式、电源、防雷等设计方案,以及系统中心站网络平台及应用软件功能配置方案。该系统设计方案... 从四川锅浪跷水电站施工期水情测报系统的建设目标、设计原则与要求入手,介绍了系统遥测站网布设、系统遥测站结构及功能、传感器选型、通信方式、电源、防雷等设计方案,以及系统中心站网络平台及应用软件功能配置方案。该系统设计方案顺利实施和按期投运后,系统运行稳定,从流域上遥测站自动采集雨水情数据,到传送至中心站自动处理、存储、统计分析,再自动发布到最终用户,中间过程不需要人工干预,基本实现了无人值守运行。 展开更多
关键词 浪跷水电站 施工期 水情自动测报 水情报汛
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锅浪跷水电站泄洪洞优化设计探究
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作者 李桢 娄忠秋 潘妮 《建筑技术开发》 2020年第6期15-16,共2页
对于水利工程安全稳定运行影响最大的因素就是水量高峰期的泄洪工作,这也是涉及到泄洪洞的设计以及优化。泄洪洞的设计及其优化对于水利工程在洪水期的水库水位维持有着重要意义,一旦其泄洪能力无法满足其实际需求,带来的是对水电工程... 对于水利工程安全稳定运行影响最大的因素就是水量高峰期的泄洪工作,这也是涉及到泄洪洞的设计以及优化。泄洪洞的设计及其优化对于水利工程在洪水期的水库水位维持有着重要意义,一旦其泄洪能力无法满足其实际需求,带来的是对水电工程附近居民生命财产安全以及环境的极大威胁。以锅浪跷水电站作为研究对象,从其泄洪洞进口高程的降低的意义分析入手,在深入分析其设计方案的试验结果的基础上,提出了对应的泄洪洞设计优化方案。 展开更多
关键词 浪跷水电站 泄洪洞 进口高程 优化设计
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锅浪跷水电站右坝肩棱形岩体稳定性分析 被引量:2
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作者 王明友 何江达 《四川水利》 2006年第2期15-17,共3页
锅浪跷水电站右坝肩棱形岩体的稳定问题,主要受断层破碎带、缓倾角裂隙密集带和缓倾角剪切破碎带的组合影响,受控于缓倾角软弱结构面的产状及其抗剪强度指标。通过对结构面性状及参数取值分析,采用刚体极限平衡理论和有限元法计算,得出... 锅浪跷水电站右坝肩棱形岩体的稳定问题,主要受断层破碎带、缓倾角裂隙密集带和缓倾角剪切破碎带的组合影响,受控于缓倾角软弱结构面的产状及其抗剪强度指标。通过对结构面性状及参数取值分析,采用刚体极限平衡理论和有限元法计算,得出了棱形岩体的稳定安全系数以及需要加固的部位。 展开更多
关键词 棱形岩体 软弱结构面 刚体极限平衡理论 有限元 稳定分析 浪跷水电站
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“喷灌结合”技术在锅浪跷水电站围堰防渗中的应用 被引量:1
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作者 习书田 高强 吴小兵 《四川水力发电》 2016年第6期79-83,共5页
围堰高喷防渗墙施工质量在很大程度上依赖地层情况,若特殊地层处理不当将带来严重后果。以锅浪跷水电站厂房尾水围堰防渗施工为例,叙述了控制性灌浆结合高喷施工的"喷灌结合"技术在孤(漂)石含量高、颗粒级配不均匀、架空严重... 围堰高喷防渗墙施工质量在很大程度上依赖地层情况,若特殊地层处理不当将带来严重后果。以锅浪跷水电站厂房尾水围堰防渗施工为例,叙述了控制性灌浆结合高喷施工的"喷灌结合"技术在孤(漂)石含量高、颗粒级配不均匀、架空严重、动水等复杂地层中的成功应用。 展开更多
关键词 复杂地层 高压旋喷 控制性灌浆 喷灌结合 浪跷水电站
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锅浪跷水电站坝址及坝型的选择
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作者 浮红山 《中外企业家》 2013年第9S期241-242,共2页
锅浪跷水电站位于四川省天全县紫石乡,是天全河梯级电站的龙头水库电站。该水电站设计为混合式开发,本阶段拟有上、中、下三个坝址和左、右岸引水线路及厂址比较方案。笔者结合笔者工作实际,对锅浪跷水电站坝址及坝型的选择进行了分析。
关键词 浪跷水电站 坝址 坝型 选择
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锅浪跷水电站蝶阀室开挖支护施工工艺浅析
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作者 王洪淼 陈强 +1 位作者 何尧 郑浩天 《四川水利》 2018年第3期47-49,共3页
本文主要介绍了锅浪跷水电站蝶阀室开挖施工过程,对其施工工艺和施工方法进行了阐述,供其他类似工程参考借鉴。
关键词 浪跷水电站 蝶阀室 开挖支护 施工工艺
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基于手机短信的水电站施工期水情自动报汛系统研发 被引量:3
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作者 陆玉忠 胡宇丰 +1 位作者 李匡 徐海卿 《水利水电技术》 CSCD 北大核心 2016年第12期19-23,共5页
设计了水电站施工期专用短信报汛方案,基于GSM网络的短信业务开发了水电站施工期自动报汛系统。系统按照用户预先配置的手机短信方案,将水情测报系统中的流域水情信息自动编制成定时、振铃回复、预警、预报等报汛短信,通过GSM Modem设... 设计了水电站施工期专用短信报汛方案,基于GSM网络的短信业务开发了水电站施工期自动报汛系统。系统按照用户预先配置的手机短信方案,将水情测报系统中的流域水情信息自动编制成定时、振铃回复、预警、预报等报汛短信,通过GSM Modem设备直接发送至最终用户的手机。该系统已经在锅浪跷水电站施工期水情服务工作中投入应用,运行稳定、可靠,能满足水电站施工期水情报汛工作的需要。 展开更多
关键词 浪跷水电站 施工期 GSM 手机短信 水情报汛
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电厂开发利用新煤种的实践
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作者 曹助雄 《宝钢技术》 CAS 2001年第4期24-27,共4页
介绍电厂为适应市场经济发展和降低生产成本 ,通过科研及生产实践开发利用新煤种的情况。经过生产实践得到适合电厂锅炉使用的煤质指标范围 。
关键词 市场配煤 煤种多元化 煤种 试烧 火电厂 电站锅
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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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High Temperature Corrosion of Water Wall Materials T23 and T24 in Simulated Furnace Atmospheres 被引量:8
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作者 赵钦新 张知翔 +2 位作者 成丁南 王云刚 邓翔 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2012年第4期814-822,共9页
Candidate materials for water wall of supercritical and ultra-supercritical utility boilers,T23 and T24,were chosen as the experimental samples and exposed to oxidizing atmosphere,reducing atmosphere and oxidizing/red... Candidate materials for water wall of supercritical and ultra-supercritical utility boilers,T23 and T24,were chosen as the experimental samples and exposed to oxidizing atmosphere,reducing atmosphere and oxidizing/reducing alternating atmosphere separately.The corrosion temperature was 450-550?C.The effects of oxygen con-tent and temperature on the corrosion in reducing atmosphere and alternating atmosphere were investigated.The scanning electron microscope(SEM) and energy dispersive spectrometer(EDS) were used to examine the corroded samples.The results show that the corrosion kinetics of T23 and T24 can be described by the double logarithmic equation and parabolic equation respectively.To describe the corrosion of materials accurately it is not sufficient to analyze the macro-mass gain and the macro-thickness of the corroded layer only,but the EDS should be applied to examine the migration depth of corrosive elements O and S.It is revealed that the corrosion becomes more severe when H2S is present in the corrosive gas.S is more active than O,and Cr can reduce the migration of oxygen but not S.The combination corrosion of S and O and pure [S] has a stronger corrodibility than pure H2S.T24 suffers the most severe corrosion at oxygen content of 0.8%.Corrosion is aggravated when the corrosion temperature is above 450 ℃ in the alternating atmosphere.T23 has better corrosion resistance than T24 and W contributes a lot to the corrosion resistance of T23. 展开更多
关键词 stainless steel mass gain element migration high temperature corrosion
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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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Experimental investigation of NO_x emisssion in a coal-fired utility boiler
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作者 李芳芹 任建兴 《Journal of Coal Science & Engineering(China)》 2006年第1期101-104,共4页
Based on the investigation of NOx formation mechanism, a coal-fired utility boiler whose capacity is 1 004 t/h was studied. Excessive air coefficient, inclination of burner and the way of coal supply were investigated... Based on the investigation of NOx formation mechanism, a coal-fired utility boiler whose capacity is 1 004 t/h was studied. Excessive air coefficient, inclination of burner and the way of coal supply were investigated through experimental method. Resuits indicated that under the condition of same boiler efficiency and burn-off rate, the operation conditions adopting the lower excessive air coefficient, upward burners' inclination and pyramid coal-supply could reduce NOx emission. 展开更多
关键词 NOx emission operation condition utility boiler
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On-Line Life Monitoring Technique for Tube Bundles of Boiler High-Temperature Heating Surface
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作者 YangDong WangZhongyuan 《Electricity》 2005年第1期12-16,共5页
High-temperature heating surface such as superheater and reheater of large-sized utility boiler all experiences a relatively severe working conditions. The failure of boiler tubes will directly impact the safe and eco... High-temperature heating surface such as superheater and reheater of large-sized utility boiler all experiences a relatively severe working conditions. The failure of boiler tubes will directly impact the safe and economic operation of boiler. An on-line life monitoring model of high-temperature heating surface was set up according to the well-known L-M formula of the creep damages. The tube wall metal temperature and working stress was measured by on-line monitoring, and with this model, the real-time calculation of the life expenditure of the heating surface tube bundles were realized. Based on the technique the on-line life monitoring and management system of high-temperature heating surface was developed for a 300 MW utility boiler. An effective device was thus suggested for the implementation of the safe operation and the condition-based maintenance of utility boilers. 展开更多
关键词 utility boiler high-temperature heating surface tube wall metal temperature CREEP life assessment on-line monitoring
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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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升降式钻灌台车在调压井井筒固结灌浆中的应用 被引量:1
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作者 刘炜 拓玉华 +1 位作者 曾毅 林思波 《四川水力发电》 2021年第5期36-40,共5页
锅浪跷水电站为一等大(Ⅰ)型工程,调压井井筒开挖直径为17.4 m,开挖高度为103.8 m。介绍了升降式钻灌台车在调压井井筒固结灌浆施工中的安装、运行及拆除,所取得的经验可为类似工程提供借鉴。
关键词 浪跷水电站 调压井 升降式钻灌台车 固结灌浆
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弧门面板加工新工艺的探索与应用 被引量:1
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作者 杜静侠 彭建国 田文恒 《四川水力发电》 2021年第6期83-86,91,共5页
针对弧门面板加工难度大以及常规加工方式存在受大型特种加工设备制约、加工繁琐等不足,介绍了锅浪硗水电站中孔泄洪放空洞工作弧门采用移动式加工设备完成对其面板进行整体加工的工艺方法,方便快捷地完成了加工作业,效果良好,为弧门面... 针对弧门面板加工难度大以及常规加工方式存在受大型特种加工设备制约、加工繁琐等不足,介绍了锅浪硗水电站中孔泄洪放空洞工作弧门采用移动式加工设备完成对其面板进行整体加工的工艺方法,方便快捷地完成了加工作业,效果良好,为弧门面板加工及其它类似的加工作业提供了一种新的思路和方法,具有较好的参考价值和借鉴意义。该工艺已授权2项实用新型专利并正在申请1项发明专利。 展开更多
关键词 浪硗水电站 弧门 移动式加工设备 整体加工工艺
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Experimental and thermal stress investigation on side wall deformation at the pendent convective pass in a utility boiler 被引量:1
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作者 Li-ping PANG Bao-min SUN Tong LIU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第11期1589-1594,共6页
An experimental investigation is performed on side wall deformation at the pendant convective pass (PCP) in a 300 MW and a 600 MW utility boiler. The temperature distributions are measured on the side wall areas of th... An experimental investigation is performed on side wall deformation at the pendant convective pass (PCP) in a 300 MW and a 600 MW utility boiler. The temperature distributions are measured on the side wall areas of the water-cooled wall, the PCP and the horizontal convective pass (HCP) in the two utility boilers. These experiments show that there are great temperature differences in the side wall areas during the startup process in both utility boilers. These temperature differences can reach 80~150 °C with the side wall temperature in the PCP area higher than those in the water-cooled wall and the HCP. The highest temperature in the PCP is close to the flue gas side temperature at the same position in the horizontal flue gas pass. Thermal stress analyses are conducted in the side wall areas in the water-cooled wall, the PCP and the HCP with the software ANSYS. The results show that, at great temperature differences, the PCP side wall undergoes negative thermal stresses that exceed the yield strength causing deformation in the PCP side wall. 展开更多
关键词 Utility boiler Horizontal flue gas side wall in pendant convective pass (PCP) DEFORMATION Temperature measurement Thermal stress analysis
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