Technical Papers Parallel session-VI: U-model based depth control of underwater glider
Abstract/Description
Controlling underwater glider brings a unique challenge for control engineers and academic researcher. The dynamics, nonlinearity and multivariable nature of glider plus the highly turbulent underwater disturbances has disregarded many effective control techniques. The Internal Model Control (IMC) structure, where the controller implementation includes explicit model of the plant has shown to be very effective for control of stable plants in process industries. The inherent capabilities of IMC to perform robustly and reject disturbances make it attractive to be used in applications like underwater robotics. In this paper adaptive IMC based on U-model is investigated for controlling depth of underwater Glider. U-model is an adaptive modeling framework that models system based on current control term only. This implies that the control law can be synthesized simplistically using Internal Model Control (IMC). Hence inverse of polynomial expression based on u(t-1) is computed using Newton-Raphson method. The effectiveness of U-model based IMC is illustrated with aid of simulation for depth control of glider. Furthermore, performance of proposed controller is compared with PID. Results show that U-model methodology performs better than PID in terms of settling time.
Keywords
U-model, Intelligent control, IMC, RBFNN, Stabilization, Underwater robotics
Location
C-11, AMAN CED
Session Theme
Technical Papers Parallel session-VI (ICT & Society)
Session Type
Parallel Technical Session
Session Chair
Prof. Rui Neto Marinheiro
Start Date
13-12-2015 3:30 PM
End Date
13-12-2015 3:50 PM
Recommended Citation
Abbasi, I., Ali, S. S., Ibrahim, R., Adil, S. H., & Ovinis, M. (2015). Technical Papers Parallel session-VI: U-model based depth control of underwater glider. International Conference on Information and Communication Technologies. Retrieved from https://ir.iba.edu.pk/icict/2015/2015/33
COinS
Technical Papers Parallel session-VI: U-model based depth control of underwater glider
C-11, AMAN CED
Controlling underwater glider brings a unique challenge for control engineers and academic researcher. The dynamics, nonlinearity and multivariable nature of glider plus the highly turbulent underwater disturbances has disregarded many effective control techniques. The Internal Model Control (IMC) structure, where the controller implementation includes explicit model of the plant has shown to be very effective for control of stable plants in process industries. The inherent capabilities of IMC to perform robustly and reject disturbances make it attractive to be used in applications like underwater robotics. In this paper adaptive IMC based on U-model is investigated for controlling depth of underwater Glider. U-model is an adaptive modeling framework that models system based on current control term only. This implies that the control law can be synthesized simplistically using Internal Model Control (IMC). Hence inverse of polynomial expression based on u(t-1) is computed using Newton-Raphson method. The effectiveness of U-model based IMC is illustrated with aid of simulation for depth control of glider. Furthermore, performance of proposed controller is compared with PID. Results show that U-model methodology performs better than PID in terms of settling time.
