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143031

A Fuzzy Heuristic Approach to Unit Commitment.

Article

Last updated: 04 Jan 2025

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Subjects

-

Tags

Electrical Engineering

Abstract

 This paper presents a new approach based on the application of artificial intelligent techniques to solve the unit commitment problem. The proposed approach uses the operator experience, some heuristics, and the application of fuzzy sets theory.  In This approach, load demand, reserve requirements, and production cost are expressed in fuzzy set notations. The "if – then" rules and fuzzy logic operations arc used to find the optimal solution. The heuristics such as dividing the load and generating units into levels are used to speed the solution. 
The approach is applied to two systems, one consists of sour generating units, and the other consists of len units. The results demonstrate the effectiveness of this approach and that it has two advantages: its short processing time and the total operating cost computed is low comparing with other methods. 

DOI

10.21608/bfemu.2021.143031

Authors

First Name

Magdy

Last Name

El-Sadaawi

MiddleName

Mohamed Ali

Affiliation

Department of Electrical Power &Machines Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

-

City

Mansoura

Orcid

-

First Name

Mohamed

Last Name

Mohamed Tantawy

MiddleName

Abd El-Monem

Affiliation

Department of Electrical Power & Machines., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt

Email

-

City

Mansoura

Orcid

-

First Name

E.

Last Name

Tawfik

MiddleName

-

Affiliation

Engineering laboratories Mech. & Elect. Department Ministry of Irrigation

Email

-

City

-

Orcid

-

Volume

27

Article Issue

4

Related Issue

21026

Issue Date

2002-12-01

Receive Date

2002-09-11

Publish Date

2021-01-25

Page Start

15

Page End

26

Print ISSN

1110-0923

Online ISSN

2735-4202

Article File

BFEMU_Volume 27_Issue 4_Pages 15-26.pdf

PDF . 338.2kB

Link

https://bfemu.journals.ekb.eg/article_143031.html

Detail API

https://bfemu.journals.ekb.eg/service?article_code=143031

Order

9

Type

Research Studies

Type Code

1,205

Publication Type

Journal

Publication Title

MEJ. Mansoura Engineering Journal

Publication Link

https://bfemu.journals.ekb.eg/

MainTitle

A Fuzzy Heuristic Approach to Unit Commitment.

Details

Type

Article

Created At

22 Jan 2023