期刊文献+

基于MATLAB的温室温度模糊专家控制仿真研究 被引量:25

Simulation of Fuzzy Expert Control for Greenhouse Temperature Based on MATLAB
下载PDF
导出
摘要 在依据能量和物质平衡的温室温度数学模型基础上,建立了温室环境温度模糊专家控制系统的MATLAB仿真模型,包括对控制变量的选取、模糊集的定义、论域等级的划分、隶属函数的选择及模糊控制规则的制定,并用Simulink对控制系统进行了仿真分析。仿真结果证明了该温室环境温度模糊控制策略的有效性及合理性。 According to the theorem of steady thermal equilibrium state in greenhouse, a mathematic model was constructed for the air temperature in the greenhouse. The corresponding fuzzy expert control system for air temperature in greenhouse was established by using the Simulink tools of MATLAB, including the choosing of variables, definition of fuzzy sets, grade partition of the universes, choosing of membership functions and establishment of the fuzzy control rules. And simulations were carried out to analyze the performance of the system. The simulation results testify the validity and reasonability of the fuzzy control strategy for the temperature control in the greenhouse.
出处 《系统仿真学报》 EI CAS CSCD 北大核心 2007年第11期2464-2466,2471,共4页 Journal of System Simulation
基金 浙江省科技厅重大科研资助(2003C14003)
关键词 模糊专家控制 温室环境 MATLAB 仿真模型 fuzzy expert control greenhouse environment MATLAB simulation model
  • 相关文献

参考文献5

  • 1王万良,李敏,李勤学,李章维,吴启迪.温室环境的模糊逻辑网络建模与智能控制[J].机电工程,2000,17(2):63-66. 被引量:14
  • 2钱新林,徐立鸿.温室小气候动态模型的建模方法.中国自动化学会自动化科学技术应用学术会议论文集[C]//北京:电子工业出版社,1998.238—243.
  • 3Bot B P A. Greenhouse Climate: from Physical Processed to a Dynamic Model [D]. Agricultural University, Wageningen, Nearthlands, 1983.
  • 4Boulard T, A Baille. A Simple Greenhouse Climate Control Model Incorporation Effects on Ventilation and Evaporative Cooling [J]. Agricultural and Forest Meteorology (S0168-1923), 1993, 65(3): 145-157.
  • 5G Papadakis, D Briassoulis, G Scarascia Mugnozza. Radiometric and Thermal Properties of, and Testing Methods for, Greenhouse Covering Materials [J]. Journal of Agricultural Engineering Research (S0021-8634), 2000, 77(1): 7-38.

二级参考文献6

  • 1[1] Wang.L.X, and Mendel.J.M., Fuzzy basis functions, universal approximation and orthogonal least squares learning. IEEE Trans on Neural Networks,Sept.1992,3(5):807~814.
  • 2[2] Wang.L.X., Stable adaptive fuzzy control of nonlinear systems. IEEE Trans Fuzzy Syst, 1993,1(2):146~156.
  • 3[3] Wang.L.X., Fuzzy systems are universal approximates, IEEE Fuzzy,1992,1163~1170.
  • 4[5] Ido Seginer, Ilya Ioslovich (1997). Seasonal sub-optimal environmental control of greenhouses, In: A. Munack , H.-J. Tantau(Eds) Mathematical and control applications in agriculture and horticulture, A proceedings volume from the 3rd IFAC workshop, Hannover, Germany,1997, 55~60.
  • 5[6] John Rothwell, Arun Chotai, Peter Young(1997). Optimal control of crop production in horticultural glasshouses, In: A. Munack , H.-J. Tantau(Eds) Mathematical and control applications in agriculture and horticulture, A proceedings volume from the 3rd IFAC workshop, Hannover, Germany,1997, 103~108.
  • 6[7] Wan-Liang Wang, Qi-Di Wu. Neural Network Modeling and Intelligent Control of the Distributed Parameter Greenhouse Climate, Proceedings of the 14th IFAC World Congress , Beijing, P. R. China, 1999, K, 479~484.

共引文献13

同被引文献218

引证文献25

二级引证文献145

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