Improved Solutions for the Optimal Coordination of DOCRs Using Firefly Algorithm

Joint Authors

Muhammad, Shakoor
Waseem, Muhammad
Sulaiman, Muhammad
Khan, Asfandyar

Source

Complexity

Issue

Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-15, 15 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2018-02-11

Country of Publication

Egypt

No. of Pages

15

Main Subjects

Philosophy

Abstract EN

Nature-inspired optimization techniques are useful tools in electrical engineering problems to minimize or maximize an objective function.

In this paper, we use the firefly algorithm to improve the optimal solution for the problem of directional overcurrent relays (DOCRs).

It is a complex and highly nonlinear constrained optimization problem.

In this problem, we have two types of design variables, which are variables for plug settings (PSs) and the time dial settings (TDSs) for each relay in the circuit.

The objective function is to minimize the total operating time of all the basic relays to avoid unnecessary delays.

We have considered four models in this paper which are IEEE (3-bus, 4-bus, 6-bus, and 8-bus) models.

From the numerical results, it is obvious that the firefly algorithm with certain parameter settings performs better than the other state-of-the-art algorithms.

American Psychological Association (APA)

Sulaiman, Muhammad& Waseem, Muhammad& Muhammad, Shakoor& Khan, Asfandyar. 2018. Improved Solutions for the Optimal Coordination of DOCRs Using Firefly Algorithm. Complexity،Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1135593

Modern Language Association (MLA)

Sulaiman, Muhammad…[et al.]. Improved Solutions for the Optimal Coordination of DOCRs Using Firefly Algorithm. Complexity No. 2018 (2018), pp.1-15.
https://search.emarefa.net/detail/BIM-1135593

American Medical Association (AMA)

Sulaiman, Muhammad& Waseem, Muhammad& Muhammad, Shakoor& Khan, Asfandyar. Improved Solutions for the Optimal Coordination of DOCRs Using Firefly Algorithm. Complexity. 2018. Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1135593

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1135593