Optimization and Reliability Evaluation of an Offshore Wind Farm Architecture

被引:65
作者
Dahmani, Ouahid [1 ]
Bourguet, Salvy [2 ]
Machmoum, Mohamed [2 ]
Guerin, Patrick [2 ]
Rhein, Pauline [3 ]
Josse, Lionel [3 ]
机构
[1] Construct Mecan Normandie, F-50100 Octeville, France
[2] Inst Rech Energie Elect Nantes Atlantique, F-44602 St Nazaire, France
[3] STX France Solut, Res & Development Marine Renewable Energy, F-44613 St Nazaire, France
关键词
Genetic algorithm; network planning; offshore wind farm; optimization; power system reliability; DESIGN;
D O I
10.1109/TSTE.2016.2609283
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents an original approach aiming to obtain the optimum configuration of an offshore wind farm (OWF). Thanks to cost models, we take into account the costs off all the parts of the electrical network. The optimization platform, based on a genetic algorithm, also allows us to evaluate the reliability of an OWF. This approach is used to compare the topologies obtained in different cases on a real OWF, the "Banc de Guerande." The selected design of the OWF is compared to the results obtained using different methods: cost optimization, or both cost and reliability optimization. The optimization results show that the ring topologies give interesting results if the total cost including the expected energy not supplied during the lifetime of the OWF are taken into account. The number of offshore substations and their positions are also considered in the optimization: we show that the introduction of more substations in order to obtain better performances is possible at a reasonable cost. The presented optimization tool can help to design such farms taking into account several constraints.
引用
收藏
页码:542 / 550
页数:9
相关论文
共 29 条
[1]  
[Anonymous], 2005, THESIS
[2]  
Bilbao M., 2009, 2 INT C LOG IND INF
[3]  
Dahmani O., 2014, 9 INT C EC VEH REN E
[4]   Optimization of the Connection Topology of an Offshore Wind Farm Network [J].
Dahmani, Ouahid ;
Bourguet, Salvy ;
Machmoum, Mohamed ;
Guerin, Patrick ;
Rhein, Pauline ;
Josse, Lionel .
IEEE SYSTEMS JOURNAL, 2015, 9 (04) :1519-1528
[5]   Transmission System Topology Optimization for Large-Scale Offshore Wind Integration [J].
Ergun, Hakan ;
Van Hertem, Dirk ;
Belmans, Ronnie .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2012, 3 (04) :908-917
[6]  
Franken B., 2007, 0765 ELF STOCKH
[7]   Optimal Electric Network Design for a Large Offshore Wind Farm Based on a Modified Genetic Algorithm Approach [J].
Gonzalez-Longatt, Francisco M. ;
Wall, Peter ;
Regulski, Pawel ;
Terzija, Vladimir .
IEEE SYSTEMS JOURNAL, 2012, 6 (01) :164-172
[8]  
Huang H. S., 2007, INT C INT SYST APPL
[9]   A NEW TECHNIQUE IN MINIMAL PATH AND CUTSET EVALUATION [J].
JASMON, GB ;
KAI, OS .
IEEE TRANSACTIONS ON RELIABILITY, 1985, 34 (02) :136-143
[10]  
Kwatny H. G., ENG RELIABLITY FAULT