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33028

Application of model predictive control to profit-based dynamic

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Last updated: 04 Jan 2025

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Abstract

Abstract:
Recently many countries have gone through deregulation and restructuring of the
electrical power systems with the aim of improving economic efficiency. In the
deregulated environment, the generation company (GENCO) finds the optimum
schedules of its energy to be sold in the market by running the profit-based dynamic
economic dispatch (PBDED) problem with its aim to maximize its own profit (revenue
minus generation cost). The objective of the PBDED is to maximize the GENCO's own
profit based on the forecasted energy demand and prices, while satisfying the generators'
ramp rate constraints and various other constraints. In [11], model predictive control
(MPC) method has been proposed for the periodic implementation of the optimal
solutions for the dynamic economic dispatch (DED) problem with periodic demand. In
this paper we applied the MPC approach proposed in [11] for the PBDED problem
under the assumption that both the energy price and demand is periodic. The
convergence and robustness of the MPC algorithms are demonstrated through the
application of MPC to the PBDED problem with a six-unit system.

DOI

10.21608/iceeng.2010.33028

Keywords

dynamic economic dispatch, Electricity market, model predictive control

Authors

First Name

A.

Last Name

Elaiw

MiddleName

M.

Affiliation

Department of Mathematics, Faculty of Science, Al-Azhar University, Assiut, Egypt.

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First Name

A.

Last Name

Shehata

MiddleName

M.

Affiliation

Department of Mathematics, Faculty of Science, Al-Azhar University, Assiut, Egypt.

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Volume

7

Article Issue

7th International Conference on Electrical Engineering ICEENG 2010

Related Issue

5537

Issue Date

2010-05-01

Receive Date

2019-05-23

Publish Date

2010-05-01

Page Start

1

Page End

14

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_33028.html

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https://iceeng.journals.ekb.eg/service?article_code=33028

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61

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Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

MainTitle

Application of model predictive control to profit-based dynamic

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Article

Created At

22 Jan 2023