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Robust PID controllers by Taguchi's method

Article Information:

Title:

Robust PID controllers by Taguchi's method

Author(s):

John G. Vlachogiannis, Ranjit K. Roy

Journal:

The TQM Magazine

Year:

2005

Volume:

17

Issue:

5

Page:

456 - 466


ISSN:

0954-478X


DOI:

10.1108/09544780510615951

Publisher:

Emerald Group Publishing Limited

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Abstract:

Purpose – The aim of the paper is the fine-tuning of proportional integral derivative (PID) controllers under model parameter uncertainties (noise).

Design/methodology/approach – The fine-tuning of PID controllers achieved using the Taguchi method following the steps given: selection of the control factors of the PID with their levels; identification of the noise factors that cause undesirable variation on the quality characteristic of PID; design of the matrix experiment and definition of the data analysis procedure; analysis of the data; decision regarding optimum settings of the control parameters and predictions of the performance at optimum levels of control factors; calculation of the expected cost savings under optimum condition; and confirmation of experimental results.

Findings – An example of the proposed method is presented and demonstrates that given certain performance criteria, the Taguchi method can indeed provide sub-optimal values for fine PID tuning in the presence of model parameter uncertainties (noise). The contribution of each factor to the variation of the mean and the variability of error is also calculated. The expected cost savings for PID under optimum condition are calculated. The confirmation experiments are conducted on a real PID controller.

Research limitations/implications – As a further research it is proposed the contiguous fine-tuning of PID controllers under a number of a variant controllable models (noise).

Practical implications – The enhancement of PID controllers by Taguchi method is proposed with the form of a hardware mechanism. This mechanism will be incorporated in the PID controller and automatically regulate the PID parameters reducing the noise influence.

Originality/value – Application of Taguchi method in the scientific field of automation control.

Keywords:

Optimization techniques, Process control, Taguchi methods


Article Type:

Research paper


Article URL:

http://www.emeraldinsight.com/10.1108/09544780510615951

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