Title :
A roll stabilization system for a monohull ship: modeling, identification, and adaptive control
Author :
Fortuna, Luigi ; Muscato, Giovanni
Author_Institution :
Dipt. Elettro Elettronica e Sistemistico, Catania Univ., Italy
fDate :
1/1/1996 12:00:00 AM
Abstract :
In this paper some results regarding the implementation of an automatic roll reduction system for a new monohull ship are presented. To attenuate the roll due to the waves, two auxiliary automatically controlled wings are proposed. These auxiliary wings which are variably dipped into the water introduce a torque that reduces the oscillations of the ship. Dynamic models based on experimental data of the ship, of the hydraulic actuators, and of the disturbances due to the waves are computed, both from physical data and by using identification techniques from experimental measurements. Two different compensators for the roll effect have been designed. The first one was designed by using classical frequency domain techniques, whereas the second was an adaptive linear quadratic compensator. For this compensator, adaptation was performed by using a multilayer perceptron neural network. For the classical controller both simulations and experimental tests performed on the real ship have shown the capabilities of the proposed control system, while for the adaptive controller the results obtained revealed the superior performance that can be reached by using more sophisticated controllers
Keywords :
adaptive control; compensation; frequency-domain analysis; identification; linear quadratic control; modelling; neurocontrollers; ships; stability; adaptive control; adaptive linear quadratic compensator; compensators; dynamic models; frequency domain analysis; hydraulic actuators; identification; modeling; monohull ship; multilayer perceptron; neural network; roll stabilization system; Automatic control; Frequency domain analysis; Hydraulic actuators; Marine vehicles; Multi-layer neural network; Multilayer perceptrons; Neural networks; Physics computing; System testing; Torque;
Journal_Title :
Control Systems Technology, IEEE Transactions on