TY - JOUR
T1 - Intelligent Proportional-Integral-Derivative Control-Based Modulating Functions for Laser Beam Pointing and Stabilization
AU - Ndoye, Ibrahima
AU - Asiri, Sharefa
AU - Aloufi, Adil
AU - Al-Alwan, Asem Ibrahim Alwan
AU - Laleg-Kirati, Taous-Meriem
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: The authors would like to thank A. Chahid for useful discussions concerning the real-time implementation of i-PID controller using MFBM and the anonymous reviewers for their valuable remarks that helped improve this paper.
PY - 2019/1/14
Y1 - 2019/1/14
N2 - This paper studies the problem of high-precision positioning of laser beams using an intelligent proportional-integral-derivative (i-PID) controller. The control problem addressed in laser beams aims at maintaining the position of the laser beam on a position sensing device under the effects of noise and active disturbances. The design of an i-PID control is based on the so-called ultralocal model. The i-PID controller has been implemented and validated on a real test bench. For the sake of enhancing the performance of the closed loop, it has been combined with a nonasymptotic and robust modulating function-based estimation method, which is used to estimate the unmodeled dynamics and disturbances. The proposed i-PID controller has shown good performance in handling the active disturbances and uncertainties present in the platform. A comparison to the classical PID and robust PID is also provided based on the experimental setup. Robustness tests are performed experimentally to show the effectiveness of the i-PID control.
AB - This paper studies the problem of high-precision positioning of laser beams using an intelligent proportional-integral-derivative (i-PID) controller. The control problem addressed in laser beams aims at maintaining the position of the laser beam on a position sensing device under the effects of noise and active disturbances. The design of an i-PID control is based on the so-called ultralocal model. The i-PID controller has been implemented and validated on a real test bench. For the sake of enhancing the performance of the closed loop, it has been combined with a nonasymptotic and robust modulating function-based estimation method, which is used to estimate the unmodeled dynamics and disturbances. The proposed i-PID controller has shown good performance in handling the active disturbances and uncertainties present in the platform. A comparison to the classical PID and robust PID is also provided based on the experimental setup. Robustness tests are performed experimentally to show the effectiveness of the i-PID control.
UR - http://hdl.handle.net/10754/631220
UR - https://ieeexplore.ieee.org/document/8611249
UR - http://www.scopus.com/inward/record.url?scp=85083397252&partnerID=8YFLogxK
U2 - 10.1109/tcst.2018.2884197
DO - 10.1109/tcst.2018.2884197
M3 - Article
SN - 1063-6536
VL - 28
SP - 1
EP - 8
JO - IEEE Transactions on Control Systems Technology
JF - IEEE Transactions on Control Systems Technology
IS - 3
ER -