International Journal of Power Electronics and Drive Systems (IJPEDS)
Vol 13, No 2: June 2022

Salp swarm algorithm based optimal speed control for electric vehicles

Potnuru, Devendra (Unknown)
Ayyarao, Tummala Siva Lova Venkata (Unknown)
Kumar, Lagudu Venkata Suresh (Unknown)
Kumar, Yellapragada Venkata Pavan (Unknown)
Pradeep, Darsy John (Unknown)
Reddy, Challa Pradeep (Unknown)



Article Info

Publish Date
01 Jun 2022

Abstract

The paper is all about the implementation of a novel bio-inspired metaheuristic salp swarm algorithm (SSA) for speed control of brushless DC (BLDC) motor drive that is run in sensorless control mode. The angular speed of the motor is evaluated using an extended kalman filter, in which the dynamics of the motor are nonlinear. The error in speeds between actual and estimated is fed to the PID controller. To achieve the good transient operation of the motor drive, the parameters of the PID are tuned with the SSA. The optimum PID gains are determined by the minimization of integral square error and then final optimum gains are validated on the laboratory testbed. The proposed method is also tested in various cases to check the performance of the drive. The experiments are also performed at low speeds to know the superiority of the proposed method.

Copyrights © 2022






Journal Info

Abbrev

IJPEDS

Publisher

Subject

Control & Systems Engineering Electrical & Electronics Engineering

Description

International Journal of Power Electronics and Drive Systems (IJPEDS, ISSN: 2088-8694, a SCOPUS indexed Journal) is the official publication of the Institute of Advanced Engineering and Science (IAES). The scope of the journal includes all issues in the field of Power Electronics and drive systems. ...