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- Title
PIDNN FOR MARINE DIESEL MAIN ENGINE SPEED CONTROL.
- Authors
Matić, Petar; Račić, Nikola; Kezić, Danko
- Abstract
This work deals with Marine Diesel Main Engine speed controller which uses ANN to optimize PID controller parameters thus obtaining better transient characteristics and better control properties. To validate this claim, PID Neural Network (PIDNN) controller model was designed using Matlab/Simulink, and implemented in numerical model of the ship propulsion diesel engine [5]. PIDNN controller uses one of the most common ANN structures (multi-layer perceptron) and training algorithm (back-propagation), also briefly described in this work. The effectiveness of the PIDNN controller is shown through simulation and experiment.
- Subjects
ARTIFICIAL neural networks; MARINE diesel motors; VOYAGES &; travels; TRANSPORTATION industry; LOGISTICS; ELECTRONIC controllers; NEURAL computers; SHIP propulsion; SIMULATION methods &; models
- Publication
Nase More, 2009, Vol 56, Issue 5/6, p193
- ISSN
0469-6255
- Publication type
Article