Network-based optimization techniques for wind farm location decisions

被引：11
|
作者：
Cisneros-Saldana, Jorge Ignacio [1 ]
Hosseinian, Seyedmohammadhossein [2 ]
Butenko, Sergiy [2 ]
机构：
[1] Texas A&M Univ, Dept Elect & Comp Engn, College Stn, TX 77843 USA
[2] Texas A&M Univ, Dept Ind & Syst Engn, College Stn, TX 77843 USA
来源：
FRONTIERS OF ENGINEERING MANAGEMENT | 2018年 / 5卷 / 04期
关键词：
wind energy; wind farm location; network analysis; optimization; clique; s-plex;
D O I：
10.15302/J-FEM-2018025
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This study aims to find appropriate locations for wind farms that can maximize the overall energy output while controlling the effects of wind speed variability. High wind speeds are required to obtain the maximum possible power output of a wind farm. However, balancing the wind energy supplies over time by selecting diverse locations is necessary. These issues are addressed using network-based models. Hence, actual wind speed data are utilized to demonstrate the advantages of the proposed approach.
引用
收藏
页码：533 / 540
页数：8
相关论文
共 50 条
  • [41] Neural Network-Based Optimization of LEO Transfers
    Forestieri, Andrea
    Casalino, Lorenzo
    AEROSPACE, 2024, 11 (11)
  • [42] An Optimization Model for Network-based Mobile Positioning
    Sabri, Ahmad
    Kosasih, Rifki
    2021 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND APPLICATIONS (ACOMP 2021), 2021, : 191 - 195
  • [43] Social Network-based Swarm Optimization Algorithm
    Liang, Xiaolei
    Li, Wenfeng
    Liu, PanPan
    Zhang, Yu
    Agbo, Aaron Agbenyegah
    2015 IEEE 12TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC), 2015, : 360 - 365
  • [44] Predictive Control of a Wind Turbine Based on Neural Network-Based Wind Speed Estimation
    Routray, Abhinandan
    Reddy, Yiza Srikanth
    Hur, Sung-ho
    SUSTAINABILITY, 2023, 15 (12)
  • [45] Optimization of reactive power algorithm in distribution network containing wind farm
    Yang, Guang
    International Journal of Control and Automation, 2016, 9 (05): : 121 - 130
  • [46] Enhancing Wind Farm Reliability: A Field of View Enhanced Convolutional Neural Network-Based Model for Fault Diagnosis and Prevention
    Li, Guojian
    Wang, Jian
    Qin, Yingwu
    Bai, Xuefeng
    Jiang, Yuhan
    Deng, Yi
    Ma, Zhiyuan
    Cao, Mengnan
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2024, 19 (03) : 1 - 16
  • [47] Clustering and Prefetching techniques for Network-based Storage Systems
    Thakker, Dhawal N.
    Mapp, Glenford E.
    ANTS: 2008 2ND INTERNATIONAL SYMPOSIUM ON ADVANCED NETWORKS AND TELECOMMUNICATION SYSTEMS, 2008, : 118 - 120
  • [48] Comparison of interpolation algorithms in network-based GPS techniques
    Dai, Liwen
    Han, Shaowei
    Wang, Jinling
    Rizos, Chris
    Navigation, Journal of the Institute of Navigation, 2003, 50 (04): : 277 - 293
  • [49] Optimization of Wind Farm Layout
    Rasuo, Bosko P.
    Bengin, Aleksandar C.
    FME TRANSACTIONS, 2010, 38 (03): : 107 - 114
  • [50] Wind farm layout optimization
    Ruffle, R
    Harris, A
    WIND ENERGY CONVERSION 1996, 1997, : 427 - 432
12345