A MIXED INTEGER LINEAR PROGRAMMING FORMULATION FOR UNRESTRICTED WIND FARM LAYOUT OPTIMIZATION

被引:0
|
作者
Quan, Ning [1 ]
Kim, Harrison [1 ]
机构
[1] Univ Illinois, Urbana, IL 61801 USA
关键词
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes a mixed integer linear programming formulation of the unrestricted wind farm layout optimization problem. The formulation is achieved in part by changing the objective from power generation maximization to the maximization of the smallest penalized downstream distance between any pair of turbines, where downstream distance is defined as the distance between any pair of turbines with overlapping wake cones. The proposed formulation also linearizes other non-linear characteristics of the unrestricted layout optimization problem such as proximity constraints and wake-cone membership. The main advantage of the proposed approach is that an optimal solution to the proposed formulation is guaranteed to be globally optimal. This is in contrast to previous approaches with non-linear formulations that do not come with such guarantees.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] Offshore wind farm electrical design using a hybrid of ordinal optimization and mixed-integer programming
    Lumbreras, S.
    Ramos, A.
    Sanchez-Martin, P.
    WIND ENERGY, 2015, 18 (12) : 2241 - 2258
  • [32] Optimization of Wind Farm Layout
    Rasuo, Bosko P.
    Bengin, Aleksandar C.
    FME TRANSACTIONS, 2010, 38 (03): : 107 - 114
  • [33] Wind farm layout optimization
    Ruffle, R
    Harris, A
    WIND ENERGY CONVERSION 1996, 1997, : 427 - 432
  • [34] Offshore wind farm layout optimization using mathematical programming techniques
    Perez, Beatriz
    Minguez, Roberto
    Guanche, Raul
    RENEWABLE ENERGY, 2013, 53 : 389 - 399
  • [35] UNRESTRICTED WIND FARM LAYOUT DESIGN WITH OPTIMAL CONTROL CONSIDERATIONS
    Deshmukh, Anand P.
    Allison, James T.
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2017, VOL 2A, 2017,
  • [36] A new mixed integer programming formulation for facility layout design using flexible bays
    Konak, Abdullah
    Kulturel-Konak, Sadan
    Norman, Bryan A.
    Smith, Alice E.
    OPERATIONS RESEARCH LETTERS, 2006, 34 (06) : 660 - 672
  • [37] A Mixed-Integer Programming Formulation for a Simplified Model of the Double Row Layout Problem
    GUAN Jian
    LIN Geng
    FENG Huibin
    RUAN Zhiqiang
    WuhanUniversityJournalofNaturalSciences, 2023, 28 (05) : 433 - 440
  • [38] A mixed-integer programming formulation for the double row layout of machines in manufacturing systems
    Amaral, Andre R. S.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2019, 57 (01) : 34 - 47
  • [39] A mixed integer linear programming approach for a new form of facility layout problem
    Zhang, Yipei
    Che, Ada
    2014 INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2014, : 65 - 68
  • [40] Mixed-integer Programming Formulation for Constrained Double-row Layout Problem
    Liu, Silu
    He, Xinjun
    Guan, Chao
    Gong, Juhua
    Zhang, Zeqiang
    2021 THE 8TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND APPLICATIONS-EUROPE, ICIEA 2021-EUROPE, 2021, : 159 - 165