Application of fuzzy PID control based on neutral network on high/low temperature environmental simulation system

Research output: Contribution to journalReview articlepeer-review

Abstract

High/Low Temperature Environmental Simulation System is mainly used for the functional deploying test of the giant space deployable antenna and some large-scale structures at extreme high/low temperatures, and some other relevant tests. This project requests controlling the parameters of the system in a large range with high accuracy and no overshoot. Temperature control system has features of non-linearity, time-variant, and large delay, which seriously affect the speed and accuracy of the control. However, the conventional PID finds it difficult to achieve desired effect of control. A new scheme of compound control which is referred to as fuzzy-PID control based on neutral network was proposed. Comparison between the compound control and the PID control was made in simulation.

Original languageEnglish
Pages (from-to)1922-1926
Number of pages5
JournalXitong Fangzhen Xuebao / Journal of System Simulation
Volume27
Issue number8
StatePublished - 8 Aug 2015

Keywords

  • Fuzzy theory
  • Neutral network
  • PID control
  • Simulation
  • Temperature control

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