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(Reference retrieved automatically from Web of Science through information on FAPESP grant and its corresponding number as mentioned in the publication by the authors.)

Deterministic approach for solving multi-objective non-smooth Environmental and Economic dispatch problem

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Author(s):
Goncalves, Elis [1] ; Balbo, Antonio Roberto [2] ; da Silva, Diego Nunes [3] ; Nepomuceno, Leonardo [1] ; Baptista, Edrnea Cassia [2] ; Soler, Edilaine Martins [2]
Total Authors: 6
Affiliation:
[1] Unesp Univ Estadual Paulista, Fac Engn FEB, Dept Elect Engn, BR-17033360 Bauru, SP - Brazil
[2] Unesp Univ Estadual Paulista, FC, Dept Math, BR-17033360 Bauru, SP - Brazil
[3] Univ Sao Paulo, Sao Carlos Sch Engn EESC, Dept Elect Engn, BR-13566590 Sao Carlos, SP - Brazil
Total Affiliations: 3
Document type: Journal article
Source: INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS; v. 104, p. 880-897, JAN 2019.
Web of Science Citations: 4
Abstract

The Environmental and Economic Dispatch Problem with Valve-Point loading effect representation (EEDP-VP) is a multi-objective, nonconvex and non-differentiable optimization problem. Due to these difficulties, it has been solved in the literature mainly by heuristic approaches, while deterministic approaches are scarce. Therefore, the main objectives of this paper are to propose a deterministic approach for solving this problem and compare its solutions with the ones obtained by some heuristic and deterministic approaches. The deterministic approach proposed has the following features: the multi-objective nature of the problem is handled by the Progressive Bounded Constraints (PBC) strategy, while the modified logarithmic barrier function method is used to solve the subproblems resulting from the PBC strategy; a smoothing technique is used to handle non-differentiability issues, while the inertia correction strategy is used so that only descent directions are generated. The methodology is applied to five generation systems and the results show that the Pareto-curve is obtained more efficiently when compared to other heuristic and deterministic optimization approaches. (AU)

FAPESP's process: 13/18036-1 - Multiperiod auction model for Pool-Based electricity markets
Grantee:Leonardo Nepomuceno
Support type: Regular Research Grants
FAPESP's process: 14/20853-0 - Interior/exterior point and smoothing functions hybrid methods in environmental/economic dispatch multiobjective problems
Grantee:Antonio Roberto Balbo
Support type: Regular Research Grants
FAPESP's process: 13/18103-0 - Multiperiod Auction Model for Pool-Based Electricity Markets
Grantee:Augusto Cesar Pereira
Support type: Scholarships in Brazil - Scientific Initiation