TY - GEN
T1 - On the fault tolerant control of a quadrotor manipulation system via MPC and DOb approaches
AU - Khalifa, Ahmed
AU - Fanni, Mohamed
AU - Namerikawa, Toru
N1 - Publisher Copyright:
© 2016 The Society of Instrument and Control Engineers - SICE.
PY - 2016/11/18
Y1 - 2016/11/18
N2 - Recently, the Aerial Manipulation System becomes very attractive for a wide range of applications due to its unique features. However, control of such system is quite challenging. One of the critical challenge is that this system is very susceptible to actuators' faults. In this paper, a Passive Fault Tolerant Control System is proposed to address this issue with robust and optimal performance. The robustness is achieved using a linear Disturbance Observer (DOb) loop. Based on the linearization capability of DOb, a standard Model Predictive Control (MPC) is then used and the resulting control scheme is characterized by both a low computational load and optimal actuators' efforts with respect to conventional nonlinear robust solutions. This controller is tested to achieve the tracking of a point-to-point task space references under the effect of actuators' faults, picking/releasing a payload, changing the operating region, and measurement noise. Efficacy of the proposed technique is verified via numerical simulations.
AB - Recently, the Aerial Manipulation System becomes very attractive for a wide range of applications due to its unique features. However, control of such system is quite challenging. One of the critical challenge is that this system is very susceptible to actuators' faults. In this paper, a Passive Fault Tolerant Control System is proposed to address this issue with robust and optimal performance. The robustness is achieved using a linear Disturbance Observer (DOb) loop. Based on the linearization capability of DOb, a standard Model Predictive Control (MPC) is then used and the resulting control scheme is characterized by both a low computational load and optimal actuators' efforts with respect to conventional nonlinear robust solutions. This controller is tested to achieve the tracking of a point-to-point task space references under the effect of actuators' faults, picking/releasing a payload, changing the operating region, and measurement noise. Efficacy of the proposed technique is verified via numerical simulations.
KW - Aerial Manipulators
KW - Disturbance Observer
KW - Fault Tolerant Control
KW - Model Predictive Control
UR - http://www.scopus.com/inward/record.url?scp=85008260044&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85008260044&partnerID=8YFLogxK
U2 - 10.1109/SICE.2016.7749189
DO - 10.1109/SICE.2016.7749189
M3 - Conference contribution
AN - SCOPUS:85008260044
T3 - 2016 55th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2016
SP - 700
EP - 705
BT - 2016 55th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 55th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2016
Y2 - 20 September 2016 through 23 September 2016
ER -