TY - GEN
T1 - Designing of a command shaper using multi-objective particle swarm algorithm for vibration control of a single-link flexible manipulator system
AU - Alam, M. S.
AU - Tokhi, M. O.
AU - Hossain, M. A.
PY - 2007
Y1 - 2007
N2 - A new command shaping method is proposed using gain and delay units to shape the reference input in order to reduce vibration of a single-link flexible manipulator system. The values of gain and delay elements can be derived analytically with a priori knowledge of natural frequencies and associated damping ratios of the system, which may not be available for complex flexible systems. Moreover, command shaping in principle causes delay in system's response while it reduces system vibration and in this manner the amount of vibration reduction and the rise time conflict one another. Assuming that, no prior information is available about the system, a new multi-objective particle swarm optimisation (MOPSO) algorithm is applied to optimise the gain values and the amount of delay in order to provide a wide range of solutions that trade-off these conflicting objectives so as to satisfy design goals.
AB - A new command shaping method is proposed using gain and delay units to shape the reference input in order to reduce vibration of a single-link flexible manipulator system. The values of gain and delay elements can be derived analytically with a priori knowledge of natural frequencies and associated damping ratios of the system, which may not be available for complex flexible systems. Moreover, command shaping in principle causes delay in system's response while it reduces system vibration and in this manner the amount of vibration reduction and the rise time conflict one another. Assuming that, no prior information is available about the system, a new multi-objective particle swarm optimisation (MOPSO) algorithm is applied to optimise the gain values and the amount of delay in order to provide a wide range of solutions that trade-off these conflicting objectives so as to satisfy design goals.
UR - https://www.scopus.com/pages/publications/84890909478
U2 - 10.1142/9789812770189_0070
DO - 10.1142/9789812770189_0070
M3 - Conference contribution
AN - SCOPUS:84890909478
SN - 9812708154
SN - 9789812708151
T3 - Advances in Climbing and Walking Robots - Proceedings of 10th International Conference, CLAWAR 2007
SP - 607
EP - 614
BT - Advances in Climbing and Walking Robots - Proceedings of 10th International Conference, CLAWAR 2007
PB - World Scientific Publishing Co. Pte Ltd
T2 - 10th International Conference on Climbing and Walking Robots, CLAWAR 2007
Y2 - 16 July 2007 through 18 July 2007
ER -