期刊文献+

重型燃气轮机天然气供应系统整体性能仿真 被引量:1

Performance Simulation of Natural Gas Supply System of a Heavy Duty Gas Turbine
下载PDF
导出
摘要 采用建模仿真的方式对天然气供应系统的整体性能进行研究.首先基于模块化建模的理念设计了系统的各主要部件模型;随后根据燃机电厂的实际运行数据,通过BP神经网络训练得到天然气供应系统中的压力、值班/预混气流量设定规律;最后加入了基于比例-积分-微分控制原理的压力、温度和流量控制器,在Simulink仿真中完成了整体仿真模型的搭建.对所建模型进行了稳态和动态仿真,仿真结果与电厂实际数据基本一致,表明模型能够较为准确地反映天然气供应系统的整体性能. The performance of the natural gas supply system has a great influence on the performance of the heavy duty gas turbine.Therefore,the modeling and simulation approach was used to study the performance of the natural gas supply system.First,the main components of the system were modeled based on the modular modeling concept.Next,according to the practical operation data provided by power plants,the setting criterion of pressure and pilot gas/premix gas flow were analyzed by BP neural network.Finally,the pressure,temperature and flow controller based on PID principle were added to the whole simulation model.The steady simulation and dynamic simulation were both implemented in this simulation model.The simulation results approximately conform to the practical operating data,indicating that the model can accurately describe the whole performance of the natural gas supply system.
作者 孟成 苏明
出处 《上海交通大学学报》 EI CAS CSCD 北大核心 2016年第4期483-489,共7页 Journal of Shanghai Jiaotong University
基金 上海市科学技术委员会项目(08DZ1204200)资助
关键词 天然气供应系统 模块化建模 性能仿真 BP神经网络 natural gas supply system modular simulation performance simulation BP neural network
  • 相关文献

参考文献7

  • 1AFZALI B, KARIMI H. Dynamic simulation of gas turbine fuel gas supply system during transient opera- tions[C]//Proceedings of the ASME Turbo Expo 2010: Power for Land, Sea and Air. Glasgow : ASME, 2010 : 721-732.
  • 2张欣刚,任静,徐治皋.燃气轮机燃烧室预混燃烧不稳定性的数值研究[J].动力工程,2007,27(6):850-855. 被引量:14
  • 3Rosentsvit L. Extension of the combustion stability range in dry low NO lean premixed gas turbine com- bustor using a fuel rich annular pilot burner[J]. Jour- nal of Engineering for Gas Turbines and Power-Transac- tions of the ASME, 2014, 136(8) : (071504)1-5.
  • 4付云鹏,黄宜坤,张会生,苏明.一种考虑变几何特性的重型燃气轮机建模方法[J].动力工程学报,2014,34(3):200-204. 被引量:14
  • 5CHACARTEGUI R, SANCHEZ D, MUNOZ A. Re- al time simulation of medium size gas turbine[J]. En- ergy Conversion and Management, 2011, 52 (1) : 713- 724.
  • 6马文通,余南华,苏明.热力系统仿真中部件间容积简化方法研究[J].计算机仿真,2006,23(8):215-217. 被引量:4
  • 7ZHAO N, LI S, YI S. Fault diagnosis based on rough set and BP neural network (RS-BP) for gas turbine en- gine[C]//2nd International Conference on Energy and Environmental Protection. Guilin: ICEEP, 2013: 397- 401.

二级参考文献29

  • 1A J Fawke and H I H Saravanamuttoo.Digital computer simulation of the dynamic response of a twin-spool turbofan with mixed exhausts[J].Aeronautical Journal,1973.
  • 2刘永文.模块化建模与半物理仿真研究及其在舰船动力装置中的应用[D].上海交通大学,2002.
  • 3Joshi N D, Epstein M J, Marakovits S, et al. Development of a fuel air premixer for aero-derivative low emissions combustors[ C] . ASME Paper, 1994-GT-255.
  • 4Lovett J. Lean premixed combustor operation on heavy duty gas turbines [ C ], Proceedings of AGTSR Combustion Workshop N, Atlanta, GA, March S-7, 1997.
  • 5Dilip P, Thermoacoustic stability of quasi one dimensional flows: analytical and numerical formulation[ C], ASME Turbo Expo 2004, Vienna, Austria, 2004,
  • 6Richards G A, Janus M C. Characterization of oscillations during premix gas turbine combustion [ D ], ASME Paper 1997-GT-244.
  • 7Al-Masoud N, Singh T. Parametric control of combustion thermo-acoustic instabilities [ M ]. Control Systems Technology, IEEE Transactions on Volume 13, Issue 6, Nov. 2005 : 1076-1083.
  • 8Bruno S C. A detailed analysis of thermoacoustic interaction mechanism in a turbulent premixed flame [ C ]. ASME Turbo Expo 2004, Vienna, Austria, 2004.
  • 9Uwe, Krueger. Selbsterregte brennkammer schwingungen experimentelle und numerische untersuchungen zur flammendynamik [ D ]. Technical University Aachen, 1999.
  • 10CAMPOREALE S M, FORTUNATO B, MASTRO- VITO M. A modular code for real time dynamic simu- lation of gas turbines in simulink[J]. ASME, 2006, 128 (3) :506-517.

共引文献28

同被引文献10

引证文献1

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