期刊文献+

神经网络模糊PID算法在温室温度控制中的仿真研究 被引量:4

The Study of Simulation of Neural Network Fuzzy PID Control Method in the Temperature Control of Greenhouse
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摘要 本文提出了温室温度控制的一种新的控制方法,通过仿真比较证明了此方法的有效性,并对其动静态特性、鲁棒性和抗干扰能力进行了探讨。 A new control method is presented and it's validity is proved by comparative simulation. Dynamic characteristic, Static characteristic and Robust are discussed in this article.
出处 《中国农机化》 2006年第6期67-70,共4页 Chinese Agricul Tural Mechanization
关键词 BP神经网络 模糊控制 仿真 BP Neural Network fuzzy control simulation
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参考文献6

  • 1先进PID控制MATLAB仿真(第二版)[M].北京:电子工业出版社,2004.
  • 2任雪玲 徐立鸿.温室环境控制中时延问题的新型控制算法[J].厦门大学学报,2001,40(1):192-195.
  • 3宫赤坤,毛罕平.温室夏季温湿度遗传模糊神经网络控制[J].农业工程学报,2000,16(4):106-109. 被引量:23
  • 4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
  • 5Sifrimis N,Arvanitis K G,Ferentinos K P.A.Anastasiou An intelligent noninteracting technique for climate control of greenhouses[R].15th Triennial World Confress,Barcelona,Spain.2002 IFAC.
  • 6Ferelra P M,Ruano A E.Choice of RBF model structure for predicting greenhouse inside air temperature[R].15th Triennial World Congress,Barcelona,Spain.2002 IFAC.

二级参考文献7

  • 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.
  • 7陶永华.新型 PID 控制及其应用──第四讲 模糊 PID 控制[J].工业仪表与自动化装置,1998(1):57-62. 被引量:44

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同被引文献49

引证文献4

二级引证文献16

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