Advertisement

A Novel Intelligent Controller Based on Modulation of Neuroendocrine System

  • Bao Liu
  • Lihong Ren
  • Yongsheng Ding
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3498)

Abstract

Based on the modulation of neuroendocrine system and the hypothalamo-pituitary-adrenal axis model, we present a novel intelligent controller (NEIC). The NEIC, with a typical two-level structure, is composed of a primary control unit and a secondary one. According to the real-time control error, the primary control unit can adjust the control parameters of the secondary unit dynamically based on the hormone-release law. The NEIC can strengthen or weaken control action during the different control error range. The simulation results demonstrate that the NEIC’s control stability and adaptability are better than those of the conventional PID controller.

Keywords

Control Error Integral Action Neuroendocrine System Proportional Gain Hill Function 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 1.
    Ding, Y.S., Ren, L.H.: Fuzzy Self-Tuning Immune Feedback Controller for Tissue Hyperthermia. In: IEEE Int. Conf. on Fuzzy Systems, San Antonio, vol. 1, pp. 534–538 (2000)Google Scholar
  2. 2.
    Kim, D.H.: PID Controller Tuning of a Boiler Control System Using Immune Algorithm Typed Neural Network. In: Computational Science-ICCS 2004, Krakow, Poland, pp. 695–698 (2004)Google Scholar
  3. 3.
    Farhy, L.S.: Modeling of Oscillations of Endocrine Networks with Feedback. Methods Enzymol 384, 54–81 (2004)CrossRefGoogle Scholar
  4. 4.
    Timmis, J., Neal, M.: Artificial Homeostasis: Integrating Biologically Inspired Computing, July 10 (2004), http://www.cs.kent.ac.uk/pubs/2003/1586/content.pdf
  5. 5.
    Keenan, D.M., Licinio, J., Veldhuis, J.D.: A Feedback-Controlled Ensemble Model of the Stress-Responsive. Hypothalamo-Pituitary-Adrenal Axis, PNAS 98, 4028–4033 (2001)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Bao Liu
    • 1
  • Lihong Ren
    • 1
  • Yongsheng Ding
    • 1
    • 2
  1. 1.College of Information Sciences and Technology 
  2. 2.MOE Engineering Research Center of Digitized Textile & Fashion TechnologyDonghua UniversityShanghaiChina

Personalised recommendations