Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 7, Issue 1


Published
on

December 15, 2021


Pages

73-82


DOI

Article

Automatic parameter selection ZVD shaping algorithm for crane vibration suppression based on particle swarm optimisation


Authors

Bo Xu Affiliation:
College of Mechanical and Electrical Engineering, Beijing Information Science and Technology University, Beijing, 100085, China
, Ran Wang Affiliation:
Systems Engineering Research Institute, China Shipbuilding Industry Corporation, Beijing, 100000, China
, Baoying Peng Affiliation:
College of Mechanical and Electrical Engineering, Beijing Information Science and Technology University, Beijing, 100085, China
, Fahad Abdullah Alqurashi Affiliation:
Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia
and Mohamad Salama Affiliation:
Applied Science University, Al Eker, Kingdom of Bahrain


Abstract

This work introduces the foundation of a new class of input shaping algorithm, designed based on the particle swarm optimisation. This algorithm is utilised to control the residual vibrations in the crane system. The motivation is the development of simple algorithms and architecture for controlling the motion in under-actuated nonlinear systems with minimal modelling effort. By recording the payload swing signal of the crane only once, the approach can automatically calculate the optimisation amplitude and time locations of the impulses required by a common zero-vibration-derivative (ZVD) technique. In this work, we use this algorithm to design a ZVD shaper for controlling the motion of an under-actuated nonlinear crane model system. We validate the approach using experiments. If this algorithm is implanted into the embedded system and applied to the actual crane, which will solve the problem of the traditional ZVD parameter adjustment and improve the vibration suppression effect of the ZVD Algorithm.


Keywords

Crane, Vibration suppression, Zero-vibration-derivative, Particle swarm optimisation, 70Q05


Citation

Xu, B., Wang, R., Peng, B., Alqurashi, F. A., & Salama, M. (2022). Automatic parameter selection ZVD shaping algorithm for crane vibration suppression based on particle swarm optimisation. Applied Mathematics and Nonlinear Sciences, 7(1), 73–82. https://doi.org/10.2478/amns.2021.1.00075

Published by: Engineering Journals

Engineering Journals Logo