I-PD Controller Tuning for Unstable System Using Bacterial Foraging Algorithm : A Study Based on Various Error Criterion

Joint Authors

Rajinikanth, V.
Latha, K.

Source

Applied Computational Intelligence and Soft Computing

Issue

Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-10, 10 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2012-01-18

Country of Publication

Egypt

No. of Pages

10

Main Subjects

Information Technology and Computer Science

Abstract EN

This paper proposes a novel method to tune the I-PD controller structure for the time-delayed unstable process (TDUP) using Bacterial Foraging Optimization (BFO) algorithm.

The tuning process is focussed to search the optimal controller parameters (Kp, Ki, Kd) by minimising the multiple objective performance criterion.

A comparative study on various cost functions like Integral of Squared Error (ISE), Integral of Absolute Error (IAE), Integral of Time-weighted Squared Error (ITSE), and Integral of Time weighted Absolute Error (ITAE) have been attempted for a class of TDUP.

A simulation study for BFO-based I-PD tuning has been done to validate the performance of the proposed method.

The results show that the tuning approach is a model independent approach and provides enhanced performance for the setpoint tracking with improved time domain specifications.

American Psychological Association (APA)

Rajinikanth, V.& Latha, K.. 2012. I-PD Controller Tuning for Unstable System Using Bacterial Foraging Algorithm : A Study Based on Various Error Criterion. Applied Computational Intelligence and Soft Computing،Vol. 2012, no. 2012, pp.1-10.
https://search.emarefa.net/detail/BIM-464012

Modern Language Association (MLA)

Rajinikanth, V.& Latha, K.. I-PD Controller Tuning for Unstable System Using Bacterial Foraging Algorithm : A Study Based on Various Error Criterion. Applied Computational Intelligence and Soft Computing No. 2012 (2012), pp.1-10.
https://search.emarefa.net/detail/BIM-464012

American Medical Association (AMA)

Rajinikanth, V.& Latha, K.. I-PD Controller Tuning for Unstable System Using Bacterial Foraging Algorithm : A Study Based on Various Error Criterion. Applied Computational Intelligence and Soft Computing. 2012. Vol. 2012, no. 2012, pp.1-10.
https://search.emarefa.net/detail/BIM-464012

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-464012