A constructive heuristic algorithm to Short Term Transmission Network Expansion Planning
Contribuinte(s) |
Universidade Estadual Paulista (UNESP) |
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Data(s) |
27/05/2014
27/05/2014
01/12/2004
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Resumo |
In this paper a method for solving the Short Term Transmission Network Expansion Planning (STTNEP) problem is presented. The STTNEP is a very complex mixed integer nonlinear programming problem that presents a combinatorial explosion in the search space. In this work we present a constructive heuristic algorithm to find a solution of the STTNEP of excellent quality. In each step of the algorithm a sensitivity index is used to add a circuit (transmission line or transformer) to the system. This sensitivity index is obtained solving the STTNEP problem considering as a continuous variable the number of circuits to be added (relaxed problem). The relaxed problem is a large and complex nonlinear programming and was solved through an interior points method that uses a combination of the multiple predictor corrector and multiple centrality corrections methods, both belonging to the family of higher order interior points method (HOIPM). Tests were carried out using a modified Carver system and the results presented show the good performance of both the constructive heuristic algorithm to solve the STTNEP problem and the HOIPM used in each step. |
Formato |
2107-2113 |
Identificador |
http://dx.doi.org/10.1109/PES.2004.1373255 2004 IEEE Power Engineering Society General Meeting, v. 2, p. 2107-2113. http://hdl.handle.net/11449/67971 10.1109/PES.2004.1373255 2-s2.0-13344270301 |
Idioma(s) |
eng |
Relação |
2004 IEEE Power Engineering Society General Meeting |
Direitos |
closedAccess |
Palavras-Chave | #Algorithms #Electric lines #Electric loads #Electric transformers #Heuristic methods #Mathematical models #Matrix algebra #Nonlinear programming #Optimization #Planning #Problem solving #Sensitivity analysis #Set theory #Topology #Voltage control #Electric energy #Garver system #Higher order interior points method (HOIPM) #Transmission network expansion planning (TNEP) #Electric power transmission networks |
Tipo |
info:eu-repo/semantics/conferencePaper |