mixed-integer linear programming;
transmission line expansion planning;
multistage stochastic optimisation;
decomposition method;
DUAL DECOMPOSITION;
OPTIMIZATION;
MAINTENANCE;
RELIABILITY;
NETWORK;
SOLVE;
TNEP;
D O I:
10.3390/en13081899
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
The purpose of this paper is to apply multistage stochastic programming to the transmission line expansion planning problem, especially when uncertain demand scenarios exist. Since the problem of transmission line expansion planning requires an intensive computational load, dual decomposition is used to decompose the problem into smaller problems. Following this, progressive hedging and proximal bundle methods are used to restore the decomposed solutions to the original problems. Mixed-integer linear programming is involved in the problem to decide where new transmission lines should be constructed or reinforced. However, integer variables in multistage stochastic programming (MSSP) are intractable since integer variables are not restored. Therefore, the branch-and-bound algorithm is applied to multistage stochastic programming methods to force convergence of integer variables.In addition, this paper suggests combining progressive hedging and dual decomposition in stochastic integer programming by sharing penalty parameters. The simulation results tested on the IEEE 30-bus system verify that our combined model sped up the computation and achieved higher accuracy by achieving the minimised cost.
机构:
Univ Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, Brazil
Inst Fed Educ Cincia & Tecnol Sudeste Minas Gerai, Brasilia, DF, BrazilUniv Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, Brazil
Brandi, Rafael Bruno S.
Marques Marcato, Andre Luis
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机构:
Univ Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, BrazilUniv Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, Brazil
Marques Marcato, Andre Luis
Dias, Bruno Henriques
论文数: 0|引用数: 0|
h-index: 0|
机构:
Univ Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, BrazilUniv Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, Brazil
Dias, Bruno Henriques
Ramos, Tales Pulinho
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h-index: 0|
机构:
Univ Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, Brazil
Inst Fed Educ Cincia & Tecnol Sudeste Minas Gerai, Brasilia, DF, BrazilUniv Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, Brazil
Ramos, Tales Pulinho
da Silva Junior, Ivo Chaves
论文数: 0|引用数: 0|
h-index: 0|
机构:
Univ Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, BrazilUniv Fed Juiz de Fora, Programa Psgrad Engn Eltr, Juiz De Fora, MG, Brazil
机构:
Ohio State Univ, Dept ECE, Columbus, OH 43210 USAOhio State Univ, Dept ECE, Columbus, OH 43210 USA
Zhang, Xuan
Conejo, Antonio J.
论文数: 0|引用数: 0|
h-index: 0|
机构:
Ohio State Univ, Dept ISE, Columbus, OH 43202 USA
Ohio State Univ, Dept ECE, Columbus, OH 43202 USAOhio State Univ, Dept ECE, Columbus, OH 43210 USA
机构:
Sao Paulo State Univ UNESP, Elect Engn Dept, BR-15385000 Ilha Solteira, SP, BrazilSao Paulo State Univ UNESP, Elect Engn Dept, BR-15385000 Ilha Solteira, SP, Brazil
Home-Ortiz, Juan M.
Melgar-Dominguez, Ozy D.
论文数: 0|引用数: 0|
h-index: 0|
机构:
Sao Paulo State Univ UNESP, Elect Engn Dept, BR-15385000 Ilha Solteira, SP, Brazil
Aalto Univ, Dept Elect Engn & Automat, Maarintie 8, Espoo 02150, FinlandSao Paulo State Univ UNESP, Elect Engn Dept, BR-15385000 Ilha Solteira, SP, Brazil
Melgar-Dominguez, Ozy D.
Pourakbari-Kasmaei, Mandi
论文数: 0|引用数: 0|
h-index: 0|
机构:
Aalto Univ, Dept Elect Engn & Automat, Maarintie 8, Espoo 02150, FinlandSao Paulo State Univ UNESP, Elect Engn Dept, BR-15385000 Ilha Solteira, SP, Brazil
Pourakbari-Kasmaei, Mandi
Sanches Mantovani, Jose Roberto
论文数: 0|引用数: 0|
h-index: 0|
机构:
Sao Paulo State Univ UNESP, Elect Engn Dept, BR-15385000 Ilha Solteira, SP, BrazilSao Paulo State Univ UNESP, Elect Engn Dept, BR-15385000 Ilha Solteira, SP, Brazil
机构:
Univ Antioquia & Interconex Elect SA ISA, Programa Ingn Elect, Medellin, ColombiaUniv Antioquia & Interconex Elect SA ISA, Programa Ingn Elect, Medellin, Colombia
Vinasco, Guillermo
Rider, Marcos J.
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h-index: 0|
机构:
UNESP, Dept Elect Engn, Fac Engn Ilha Solteira, Ilha Solteira, SP, BrazilUniv Antioquia & Interconex Elect SA ISA, Programa Ingn Elect, Medellin, Colombia
Rider, Marcos J.
Romero, Ruben
论文数: 0|引用数: 0|
h-index: 0|
机构:
UNESP, Dept Elect Engn, Fac Engn Ilha Solteira, Ilha Solteira, SP, BrazilUniv Antioquia & Interconex Elect SA ISA, Programa Ingn Elect, Medellin, Colombia