Grey-wolf Optimization based vibration Control system for 7-degree of freedom structure: A case study on railway vehicle
Keywords:
Active Suspension System, FOPID Control Structure, Grey-Wolf Optimization, RMS Acceleration, Ride ComfortAbstract
In this modern era, vibration control of tall structures has been becoming extensively important. To extend the life of any structure, continuous monitoring and control of structural bodies play an important role. This paper investigates a 7-degree-of-freedom (DOF) dynamic model of a railway vehicle by considering the equations related to the translational and rotational motions of the car body. A control structure with Fractional Order Proportional Integral Derivative (FOPID) controllers is used to suppress the vibration of the car body. Vertical profile type random track irregularities are treated as the inputs to evaluate control performance. A metaheuristic optimisation technique named Cuckoo-Catfish Optimisation (CCO) is proposed to optimise the active force for the suspension system. Next, the tuning parameters of the proposed model have been compared with the passive system. The results show that the proposed metaheuristic algorithm performs outstandingly in decreasing the vehicle vibration using an active system. The percentage reductions of the vertical, lateral and pitch accelerations are found to be 40.76%, 43.75% and 32.35%, which ensure a better ride comfort of the car body.
References
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I. Afolabi Daniyan, K. Mpofu, Vibration Analysis and Control in the Rail Car System Using PID Controls, Noise Vib. Control - From Theory to Pract. (2019) 1–17. https://doi.org/10.5772/intechopen.85654
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