期刊文献+

A model for parameter estimation of multistage centrifugal compressor and compressor performance analysis using genetic algorithm 被引量:8

A model for parameter estimation of multistage centrifugal compressor and compressor performance analysis using genetic algorithm
原文传递
导出
摘要 A model for performance prediction of multistage centrifugal compressor is proposed. The model allows the users to predict the compressor performance, e.g. pressure ratio, efficiency and losses using the compressor geometric information and speed by a stage stacking calculation based on the characteristics of each stage. To develop the compressor elemental stage charac- teristics, the compressor losses, such as incidence losses and friction losses, are mathematically modeled. For a composite sys- tems, for instance a gas turbine power plant, the performance of the multistage centrifugal compressor can be evaluated. Since some important parameters of the compressor model, e.g., the slip factor or, shock loss coefficient (and reference diameter DI, are hard to be determined by empirical laws, a genetic algorithm (GA) is used to solve the parameter estimation problem of the proposed model, and in turn the compressor performance analysis and parameters study are performed. The surge line for the multistage centrifugal compressor can also be determined from the simulation results. Furthermore, the model presented here provides a valuable tool for evaluating the multistage centrifugal compressor performance as a function of various operation parameters.
出处 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第11期3163-3175,共13页 中国科学(技术科学英文版)
基金 supported by the National Natural Science Foundation of China (Grant Nos. 61174130,61004083,61074074) the National Basic Research Program of China ("973" Program) (Grant No.2009CB320601) Fundamental Research Funds for the Central Universities (Grant No. N100604008)
关键词 performance predication centrifugal compressor incidence loss genetic algorithm surge line 离心式压缩机 模型参数估计 性能分析 遗传算法 多级 性能预测模型 摩擦损失 复合系统
  • 相关文献

参考文献6

二级参考文献49

共引文献52

同被引文献68

引证文献8

二级引证文献31

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部