• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 54 Issue 5
Oct.  2019
Turn off MathJax
Article Contents
Journal of Southwest Jiaotong University  > 2019  >  54(5): 980-988.
ZHU Qing, CHEN Kaizheng, XIE Xiao, ZENG Haowei, ZHANG Yeting, REN Xiaochun. Site Selection Method of Booster Substations by Integrating Fuzzy Analytic Hierarchy Process with 3D Geographic Information System[J]. Journal of Southwest Jiaotong University, 2019, 54(5): 980-988. doi: 10.3969/j.issn.0258-2724.20170887
Citation: ZHU Qing, CHEN Kaizheng, XIE Xiao, ZENG Haowei, ZHANG Yeting, REN Xiaochun. Site Selection Method of Booster Substations by Integrating Fuzzy Analytic Hierarchy Process with 3D Geographic Information System[J]. Journal of Southwest Jiaotong University, 2019, 54(5): 980-988. doi: 10.3969/j.issn.0258-2724.20170887
shu

Site Selection Method of Booster Substations by Integrating Fuzzy Analytic Hierarchy Process with 3D Geographic Information System

doi: 10.3969/j.issn.0258-2724.20170887
  • Received Date: 11 Dec 2017
  • Rev Recd Date: 30 May 2018
    • Available Online: 21 Mar 2019
  • Publish Date: 01 Oct 2019
    Abstract
  • In order to overcome the limitations of the traditional selection method of booster substations on wind farms and realize an efficient and low-cost site selection of booster substations, feasibility analyses of candidate sites selected for booster substations are conducted in 3D geographic information system (GIS) based on fuzzy analytic hierarchy process. First, a hierarchical structure of the site selection of booster substations is defined from five aspects: construction cost, disaster index, location factor, obstacle area and adjacent resources. Then, a new siting evaluation model is established by integrating the fuzzy analytic hierarchy process with 3D GIS to realize the evaluation. The model input parameter are obtained by presetting the geometric primary selection rules, and finally the fuzzy evaluation matrix is solved to realize the automatic location selection of the boost substation. Comparing the experimental results of site selection of booster substations on wind farms built in different terrains shows that the calculation time is within 10 min using digital elevation model with 2 m resolution in the fan area. The optimal site score of plain is 0.957 8, which is better than that of the actual built site (0.941 2); the optimal site score of mountain is 0.743 5, which is also better than that of the actual built site (0.706 8). The results show that the method has high accuracy and universal applicability.

     

    • FullText(HTML)
  • loading
    • References(29)
  • 游欣佩,马平. 基于模糊层次分析法的风电场优化选址方法研究[J]. 电力科学与工程,2012,28(12): 45-49.

    YOU Xinpei, MA Ping. Wind farm optimal location based on fuzzy analytic hierarchy process[J]. Electric Power Science & Engineering, 2012, 28(12): 45-49.
    刘海燕,庞小平. 利用GIS和模糊层次分析法的南极考察站选址研究[J]. 武汉大学学报(信息科学版),2015,40(2): 249-252.

    LIU Haiyan, PANG Xiaoping. Selection of antarctic research stations based on GIS and fuzzy AHP[J]. Geomatics & Information Science of Wuhan University, 2015, 40(2): 249-252.
    王倩. 寒冷山区风电场升压站选址[J]. 科技创新导报,2017(35): 17-18.
    Helimax Energy Inc. Analysis of wind power potential in Ontario[R]. Ontario: Technical Report/OPA, 2005
    SUSAN K. WILLIAMS, T AC, GRANT B, et al. Arizona wind energy assesment[R]. [S.L.]: Arizona Technical Report/Northern Arizona University, 2007
    KLINE D, HEIMILLER D, COWLIN S. GIS method for developing wind supply curves[R]. Office of Scientific & Technical Information Technical Report, 2008
    BEATA S S, JOACHIM V. GIS-based approach for the evaluation of wind energy potential:a case study for the Kujawsko-Pomorskie Voivodeship[J]. Renewable and Sustainable Energy Reviews, 2011(15): 1696-1707.
    JASON R J. Multicriteria GIS modeling of wind and olar farms in Colorado[J]. Renewable Energy, 2010, 35(10): 2228-2234. doi: 10.1016/j.renene.2010.03.014
    ROB V H, VASILIS F. GIS-based wind farm site selection using spatial multi-criteria analysis (SMCA):evaluating the case for New York State[J]. Renewable and Sustainable Energy Reviews, 2011, 15(7): 3332-3340. doi: 10.1016/j.rser.2011.04.010
    MARI R, BOTTAI L, BUSILLO C, et al. A GIS-based interactive web decision support system for planning wind farms in Tuscany (Italy)[J]. Renewable Energy, 2011, 36(2): 754-763. doi: 10.1016/j.renene.2010.07.005
    NAZLI Y A, ELCIN K, SEBNEM D. GIS-based environmental assessment of wind energy systems for spatial planning:a case study from western turkey[J]. Renewable and Sustainable Energy Reviews, 2010, 14(1): 364-373. doi: 10.1016/j.rser.2009.07.023
    PILAR C, TOMÁS A. Wind farms:GIS-based visual impact assessment and visualization tools[J]. Cartography and Geographic Information Science, 2013, 40(3): 229-237. doi: 10.1080/15230406.2013.809231
    CAVAZZI S, DUTTON A G. An offshore wind energy geographic information system (OWE-GIS) for assessment of the UK’s offshore wind energy potential[J]. Renewable Energy, 2016, 87: 212-228. doi: 10.1016/j.renene.2015.09.021
    ADDISU D M, PECE V G. A web-based participatory GIS (PGIS) for offshore wind farm suitability within Lake Erie,Ohio[J]. Renewable and Sustainable Energy Reviews, 2015, 41: 162-177. doi: 10.1016/j.rser.2014.08.030
    刘学峰,王健. 试议陆上风电场升压站选址[J]. 中国勘察设计,2016(3): 92-95. doi: 10.3969/j.issn.1006-9607.2016.03.001
    岑晋峰. 浅析风力发电场升压站站址选择[J]. 中国勘察设计,2013(1): 80-82. doi: 10.3969/j.issn.1006-9607.2013.01.004
    乔兵. 风电场升压站选址应注意的问题[J]. 内蒙古石油化工,2009(10): 89-89.
    卢华兴,刘学军,汤国安. 地形复杂度的多因子综合评价方法[J]. 山地学报,2012,30(5): 616-621.

    LU Huaxing, LIU Xuejun, TANG Guoan. Terrain complexity assessment based on multivariate analysis[J]. Journal of Mountain Science, 2012, 30(5): 616-621.
    朱庆. 三维GIS及其在智慧城市中的应用[J]. 地球信息科学学报,2014,16(2): 151-157.

    ZHU Qing. Full three-dimensional GIS and its key roles in smart city[J]. Journal of Geo-Information Science, 2014, 16(2): 151-157.
    朱庆. 3维GIS技术进展[J]. 地理信息世界,2011,9(2): 25-27. doi: 10.3969/j.issn.1672-1586.2011.02.006

    ZHU Qing. Technical progress of three dimensional GIS[J]. Geomatics World, 2011, 9(2): 25-27. doi: 10.3969/j.issn.1672-1586.2011.02.006
    郭金玉,张忠彬,孙庆云. 层次分析法的研究与应用[J]. 中国安全科学学报,2008,47(1): 148-153.

    GUO Jinyu, ZHANG Zhongbin, SUN Qingyun, et al. Study and applications of analytic hierarchy process[J]. China Safety Science Journal, 2008, 47(1): 148-153.
    CHAO K, DANG F, JIA Y. Application of AHP in the selection of our country wind farm’s location[C]//International Conference on Management and Service Science. Wuhan: IEEE, 2011: 1-4
    ZHAO Z, HUANG W. Multi-objective decision-making on wind power projects based on AHP method[C]//International Conference on Computer Distributed Control & Intelligent Environmental Monitoring. Changsha: IEEE, 2011: 242-245
    姬东朝,宋笔锋,喻天翔. 模糊层次分析法及其在设计方案选优中的应用[J]. 系统工程与电子技术,2006,28(11): 1692-1552. doi: 10.3321/j.issn:1001-506X.2006.11.022

    JI Dongchao, SONG Bifeng, YU Tianxiang. FAHP and its application in the selection of design scheme[J]. Systems Engineering & Electronics, 2006, 28(11): 1692-1552. doi: 10.3321/j.issn:1001-506X.2006.11.022
    张吉军. 模糊层次分析法(FAHP)[J]. 模糊系统与数学,2000,14(2): 80-88. doi: 10.3969/j.issn.1001-7402.2000.02.016

    ZHANG Jijun. Fuzzy analytical hierarchy process[J]. Fuzzy Systems & Mathematics, 2000, 14(2): 80-88. doi: 10.3969/j.issn.1001-7402.2000.02.016
    陶余会,刘家才,张吉军. 如何构造模糊层次分析法中模糊一致判断矩阵[J]. 四川师范学院学报,2002,23(3): 282-285. doi: 10.3969/j.issn.1673-5072.2002.03.017

    TAO Yuhui, LIU Jiacai, ZHANG Jijun. How to make fuzzy consistent judgement matrix of the fAHP[J]. Journal of Sichuan Teachers College, 2002, 23(3): 282-285. doi: 10.3969/j.issn.1673-5072.2002.03.017
    中华人民共和国建设部. 岩土工程勘察规范: GB50021—2001[S]. 北京: 中国建筑工业出版社, 2002
    中国电力企业联合会. 风力发电场设计技术规范: DL/T5383—2007[S]. 北京: 中国电力出版社, 2007
    中国电力企业联合会标准化中心. 变电站总布置设计技术规程: DL/T5056—2007[S]. 北京: 中国电力出版社, 2008
    • Relative Articles
    • Supplements(0)
    • Cited By
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(4)  / Tables(5)

    Get Citation
    PDF
    XML
    Article views(678) PDF downloads(28) Cited by()
    Proportional views
    Related

    Copyright © 2009 Journal of Southwest Jiaotong University

    Address: RM449 & 451, Administrative Building, Xipu Campus, Southwest Jiaotong University Western Hi-tech Zone, Chengdu, Sichuan 611756, P. R. China

    Tel: 028-66367562Fax: 028-66366552Email: xbz@home.swjtu.edu.cn

    Supported by: Beijing Renhe Information Technology Co. Ltd  support: info@rhhz.net

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return