DocumentCode
2254093
Title
Research on diving control of underactuated UUV based on model predictive control with artificial bee colony algorithm
Author
Wei, Zhang ; Yi, Guo ; Detao, Meng ; Zhicheng, Liang ; Tao, Chen
Author_Institution
Department of Automation, Harbin Engineering University, Harbin 150001, China
fYear
2015
fDate
28-30 July 2015
Firstpage
4073
Lastpage
4078
Abstract
The diving control of underactuated unmanned underwater vehicle (UUV) is mainly studied according to its manipulating characteristics. A linearized state-space for vertical plane of underactuated UUV is constructed to represent the nonlinear model that describes the dynamics. The controller for diving is designed based on Model Prediction Control with artificial bee colony algorithm in consideration of the elevator angle constraints. Finally, the diving control problem is treated as optimization problem under constraints using artificial bee colony algorithm. For unmeasured states, a state observer is introduced. The simulation results show that the controller designed with ABC-MPC can take the constraints of elevator angle into consideration and has higher control accuracy, which effectively reduces the cumulative effect of uncertainties.
Keywords
Elevators; Heuristic algorithms; Mathematical model; Observers; Optimization; Prediction algorithms; Tin; Artificial Bee Colony Algorithm; Diving Control; Model Prediction; State Estimation; Underactuated UUV;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2015 34th Chinese
Conference_Location
Hangzhou, China
Type
conf
DOI
10.1109/ChiCC.2015.7260266
Filename
7260266
Link To Document