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Minimization of Fuel Costs and Gaseous Emissions of Electric Power Generation by Model Predictive Control
Joint Authors
Xia, X.
Elaiw, A. M.
Shehata, A. M.
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-04-15
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
The purpose of this paper is to present a model predictive control (MPC) approach for the periodic implementation of the optimal solutions of two optimal dynamic dispatch problems with emission and transmission line losses.
The first problem is the dynamic economic emission dispatch (DEED) which is a multiobjective optimization problem which minimizes both fuel cost and pollutants emission simultaneouslyunder a set of constraints.
The second one is the profit-based dynamic economic emission dispatch (PBDEED) which is also a multi-objective optimization problem which maximizes the profit and minimizes the emission simultaneously under a set of constraints.
Both the demand and energy price are assumed to be periodic and the total transmission loss is assumed to be a quadratic function of the generator power outputs.
We assume that there are certain disturbances or uncertainties in the execution of the optimal controller and in the forecasted demand.
The convergence and robustness of the MPC algorithm are demonstrated through the application of MPC to the DEED and PBDEED problems with five-unit and six-unit test systems, respectively.
American Psychological Association (APA)
Elaiw, A. M.& Xia, X.& Shehata, A. M.. 2013. Minimization of Fuel Costs and Gaseous Emissions of Electric Power Generation by Model Predictive Control. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-15.
https://search.emarefa.net/detail/BIM-1032445
Modern Language Association (MLA)
Elaiw, A. M.…[et al.]. Minimization of Fuel Costs and Gaseous Emissions of Electric Power Generation by Model Predictive Control. Mathematical Problems in Engineering No. 2013 (2013), pp.1-15.
https://search.emarefa.net/detail/BIM-1032445
American Medical Association (AMA)
Elaiw, A. M.& Xia, X.& Shehata, A. M.. Minimization of Fuel Costs and Gaseous Emissions of Electric Power Generation by Model Predictive Control. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-15.
https://search.emarefa.net/detail/BIM-1032445
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1032445