Genetic algorithm and fuzzy tuning PID controller applied on speed control system for marine diesel engines

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4 Scopus citations

Abstract

The degree of speed control of ship machinery effects on the economics and optimization of the machinery configuration and operation. All marine vessel ranging need some sort of speed control system to control and govern the speed of the marine diesel engines. The main focus of this study is to apply and comparative between two specific soft-computing techniques. Fuzzy logic controller and genetic algorithm to design and tuning of PID controller for applied on speed control system of marine diesel engine to get an output with better dynamic and static performance. Simulation results show that the response of system when using genetic algorithm is better and faster than when using fuzzy tuning PID controller.

Original languageEnglish
Pages (from-to)4350-4357
Number of pages8
JournalResearch Journal of Applied Sciences, Engineering and Technology
Volume4
Issue number21
StatePublished - 2012
Externally publishedYes

Keywords

  • Genetic algorithm
  • Marine diesel engine
  • Self-tuning fuzzy PID controller
  • Simulink

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