Analysis of Constraint-Handling in Metaheuristic Approaches for the Generation and Transmission Expansion Planning Problem with Renewable Energy
Joint Authors
Ponce, Hiram
Martínez-Villaseñor, Lourdes
Marmolejo-Saucedo, José Antonio
Ramírez, Juan Manuel
Hernández, Agustina
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-22, 22 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-10-02
Country of Publication
Egypt
No. of Pages
22
Main Subjects
Abstract EN
A multiperiod generation and transmission expansion planning (G&TEP) problem is considered.
This model integrates conventional generation with renewable energy sources, assuming a stochastic approach.
The proposed approach is based on a centralized planned transmission expansion.
Due to the worldwide recent energy guidelines, it is necessary to generate expansion plans adequate to the forecast demand over the next years.
Nowadays, in most energy systems, a public entity develops both the short and long of electricity-grid expansion planning.
Due to the complexity of the problem, there are different strategies to find expansion plans that satisfy the uncertainty conditions addressed.
We proposed to address the G&TEP problem with a pure genetic algorithm approach.
Different constraint-handling techniques were applied to deal with two complex case studies presented.
Numerical results are shown to compare the strategies used in the test systems, and key factors such as a prior initialization of population and the estimated minimum number of generations are discussed.
American Psychological Association (APA)
Martínez-Villaseñor, Lourdes& Ponce, Hiram& Marmolejo-Saucedo, José Antonio& Ramírez, Juan Manuel& Hernández, Agustina. 2018. Analysis of Constraint-Handling in Metaheuristic Approaches for the Generation and Transmission Expansion Planning Problem with Renewable Energy. Complexity،Vol. 2018, no. 2018, pp.1-22.
https://search.emarefa.net/detail/BIM-1132862
Modern Language Association (MLA)
Martínez-Villaseñor, Lourdes…[et al.]. Analysis of Constraint-Handling in Metaheuristic Approaches for the Generation and Transmission Expansion Planning Problem with Renewable Energy. Complexity No. 2018 (2018), pp.1-22.
https://search.emarefa.net/detail/BIM-1132862
American Medical Association (AMA)
Martínez-Villaseñor, Lourdes& Ponce, Hiram& Marmolejo-Saucedo, José Antonio& Ramírez, Juan Manuel& Hernández, Agustina. Analysis of Constraint-Handling in Metaheuristic Approaches for the Generation and Transmission Expansion Planning Problem with Renewable Energy. Complexity. 2018. Vol. 2018, no. 2018, pp.1-22.
https://search.emarefa.net/detail/BIM-1132862
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132862