共查询到20条相似文献,搜索用时 593 毫秒
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应用免疫遗传系统的调节原理及递推最小二乘法建立了一种新型RBF网络模型,通过计算特征参数信息熵,可快速、准确地确定故障诊断的知识库。将该模型与知识库应用于汽轮机通流部分的故障诊断表明,该模型收敛速度快、精度高并有较好的泛化能力。采用该方法对某电厂1台300MW机组进行了实际诊断,判定为高压缸结垢和高压缸调节阀通道结垢,其结果完全满足汽轮机通流部分故障诊断的需要。 相似文献
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本文提出了概率分布的干涉模型应用于汽轮机现场故障诊断的方法,以便准确识别故障.文中给出了该方法在汽轮机轴向碰摩故障和汽轮机断叶片故障诊断中的应用实例. 相似文献
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汽轮机的故障诊断对整个电厂的安全运行意义重大。根据热力参数建立计算模型可以及早地观测到性能退化趋势,预测设备故障类型。本文采用特征通流面积的方法建立汽轮机系统性能退化模型,模拟系统故障样本与测试样本,建立设备故障样本库。通过使用改进的KNN(K-nearest neighbor)算法,基于汽水系统热力参数变化规律,计算当前机组运行数据样本相对于设备故障样本的相似度,判定当前机组各设备已发生故障的概率。通过对某S109FA联合循环机组汽轮机研究结果表明,特征通流面积在不同工况下的计算误差均在5%以内,满足工程计算要求。相比于传统KNN算法,改进KNN算法通过样本评估近邻在决策过程中的权重,取得了比传统KNN算法更高的分类正确率。对测试样本故障诊断结果表明,改进KNN算法比传统KNN算法诊断准确率更高,对测试样本诊断准确率为100%,采用改进KNN算法汽轮机系统故障诊断具有可行性,与现场实际情况吻合。 相似文献
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概率因果网络在汽轮机故障诊断中的应用 总被引:15,自引:3,他引:12
在分析了汽轮机振动故障特点的基础上,提出了用遗传算法进行汽轮机等旋转机械故障诊断问题,定义了遗传算法求解故障诊断问题的概率因果网络,给出了求解故障诊断的数学表达式和适合汽轮机等旋转机械的故障集、征兆集、因果强度和先验概率表。建立了汽轮机故障诊断模型指出表达式的最小值的集合对应于故障集和征兆集,该模型能有效地识别出汽轮机的多故障,弥补了专家系统和神经网络等诊断方法不能正确诊断多故障的不足。 相似文献
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A. E. Valamin A. Yu. Kultyshev A. A. Gol’dberg Yu. A. Sakhnin V. N. Bilan M. Yu. Stepanov E. N. Polyaeva M. V. Shekhter T. L. Shibaev 《Thermal Engineering》2016,63(11):771-776
A new condensing steam turbine K-65-12.8 is considered, which is the continuation of the development of the steam turbine family of 50–70 MW and the fresh steam pressure of 12.8 MPa, such as twocylinder T-50-12.8 and T-60/65-12.8 turbines. The turbine was developed using the modular design. The design and the main distinctive features of the turbine are described, such as a single two-housing cylinder with the steam flow loop; the extraction from the blading section for the regeneration, the inner needs, and heating; and the unification of some assemblies of serial turbines with shorter time of manufacture. The turbine uses the throttling steam distribution; steam from a boiler is supplied to a turbine through a separate valve block consisting of a central shut-off valve and two side control valves. The blading section of a turbine consists of 23 stages: the left flow contains ten stages installed in the inner housing and the right flow contains 13 stages with diaphragm placed in holders installed in the outer housing. The disks of the first 16 stages are forged together with a rotor, and the disks of the rest stages are mounted. Before the two last stages, the uncontrolled steam extraction is performed for the heating of a plant with the heat output of 38–75 GJ/h. Also, a turbine has five regenerative extraction points for feed water heating and the additional steam extraction to a collector for the inner needs with the consumption of up to 10 t/h. The feasibility parameters of a turbine plant are given. The main solutions for the heat flow diagram and the layout of a turbine plant are presented. The main principles and features of the microprocessor electro hydraulic control and protection system are formulated. 相似文献
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该文就一台 2 0 0MW机组汽轮机改造后通流部分出现的振动问题进行了分析 ,并提出了处理意见和解决办法。表 1 4 相似文献
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介绍了汽轮机通流部分湿蒸汽内部清洗方法的特点,并对其操作要点及步骤进行了阐述。这种方法相对于开缸的机械清理方法,具有其独特的优点,并对延长大机组开缸检修周期具有重要意义。 相似文献
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该文提出一种汽轮机通流部分准三元流场计算与热力系统热平衡计算联立求解计算中间再热汽轮发电机组气动和热力性能的软件系统。计算实例表明了本软件包的工程实用性。图1表3参8 相似文献
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本文从节能角度介绍300MW汽轮机组给水泵驱动汽轮机低压喷嘴、给水泵机械密封、高低压加热器疏水系统、凝升泵叶轮切削、轴封抽汽系统及加热器等的故障分析和改进情况。 相似文献
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A. E. Valamin A. Yu. Kultyshev T. L. Shibaev A. A. Gol’dberg Yu. A. Sakhnin M. Yu. Stepanov V. N. Bilan I. V. Kadkina 《Thermal Engineering》2016,63(11):765-770
The selection of a cogeneration steam turbine unit (STU) for the reconstruction of power units with a T-250/300-23.5 turbine is substantiated by the example of power unit no. 9 at the cogeneration power station no. 22 (TETs-22) of Mosenergo Company. Series T-250 steam turbines have been developed for combined heat and power generation. A total of 31 turbines were manufactured. By the end of 2015, the total operation time of prototype power units with the T-250/300-23.5 turbine exceeded 290000 hours. Considering the expiry of the service life, the decision was made that the reconstruction of the power unit at st. no. 9 of TETs-22 should be the first priority. The main issues that arose in developing this project—the customer’s requirements and the request for the reconstruction, the view on certain problems of Ural Turbine Works (UTZ) as the manufacturer of the main power unit equipment, and the opinions of other project parties—are examined. The decisions were made with account taken of the experience in operation of all Series T-250 turbines and the results of long-term discussions of pressing problems at scientific and technical councils, meetings, and negotiations. For the new power unit, the following parameters have been set: a live steam pressure of 23.5 MPa and live steam/reheat temperature of 565/565°C. Considering that the boiler equipment will be upgraded, the live steam flow is increased up to 1030 t/h. The reconstruction activities involving the replacement of the existing turbine with a new one will yield a service life of 250000 hours for turbine parts exposed to a temperature of 450°C or higher and 200000 hours for pipeline components. Hence, the decision has been made to reuse the arrangement of the existing turbine: a four-cylinder turbine unit comprising a high-pressure cylinder (HPC), two intermediate pressure cylinders (IPC-1 & 2), and a low-pressure cylinder (LPC). The flow path in the new turbine will have active blading in LPC and IPC-1. The information is also presented on the use of the existing foundations, the fact that the overall dimensions of the turbine unit compartment are not changed, the selection of the new turbine type, and the solutions adopted on the basis of this information as to LPC blading, steam admission type, issues associated with thermal displacements, etc. 相似文献
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The article provides an overview of the developments by OAO NPO TsKTI aimed at improvement of components and assemblies of new-generation turbine plants for ultra-supercritical steam parameters to be installed at the power-generating facilities in service. The list of the assemblies under development includes cylinder shells, the cylinder’s flow paths and rotors, seals, bearings, and rotor cooling systems. The authors consider variants of the shafting–cylinder configurations for which advanced high-pressure and intermediate-pressure cylinders with reactive blading and low-pressure cylinders of conventional design and with counter-current steam flows are proposed and high-pressure rotors, which can increase the economic efficiency and reduce the overall turbine plant dimensions. Materials intended for the equipment components that operate at high temperatures and a steam cooling technique that allows the use of cheaper steel grades owing to the reduction in the metal’s working temperature are proposed. A new promising material for the bearing surfaces is described that enables the operation at higher unit pressures. The material was tested on a full-scale test bench at OAO NPO TsKTI and a turbine in operation. Ways of controlling the erosion of the blades in the moisture–steam turbine compartments by the steam heating of the hollow guide blades are considered. To ensure the dynamic stability of the shafting, shroud and diaphragm seals that prevent the development of the destabilizing circulatory forces of the steam flow were devised and trialed. Advanced instrumentation and software are proposed to monitor the condition of the blading and thermal stresses under transient conditions, to diagnose the vibration processes, and to archive the obtained data. Attention is paid to the normalization of the electromagnetic state of the plant in order to prevent the electrolytic erosion of the plant components. The instrumentation intended for monitoring the relevant electric parameters is described. 相似文献