赵星源,肖晋宇,赵丹,陈昉,徐新智

• 1:北京洛斯达科技发展有限公司
• 2:全球能源互联网集团有限公司

摘要(Abstract)：

针对现有清洁能源基地宏观选址模型的定位结果一般为区域级,空间定位精度较低,筛选的优先开发区域面积远远超过建场所需占地的面积,对于大范围、自然资源分散程度较高,条件复杂的地区,往往需要进一步实地勘察后才能具体选定建场地点,费时费力的问题,该文基于现有选址结果,引入描述每个像元可发电能力的技术可开发量栅格图层,提出一种自适应蚁群模型,利用改进蚁群优化算法的正反馈求解机制,高效、准确获取适用于建场的连续坐标空间域,将选址结果从区域级优化至像元级。实例分析表明,该方法究能够大大提升清洁能源基地选址的空间精确度和适用范围,有效地辅助专业人员在全球范围开展大型清洁能源基地建场规划工作。

关键词(KeyWords)： 清洁能源发电;宏观选址;蚁群算法

Abstract:

Keywords:

基金项目(Foundation): 国家电网有限公司科技项目(SGGEIG00JYJS1900010)

作者(Author): 赵星源,肖晋宇,赵丹,陈昉,徐新智

DOI: 10.16251/j.cnki.1009-2307.2021.04.024

参考文献(References)：

• [1] 鲁玲岚，秦江涛.基于改进的 K-means 聚类的多区域物流中心选址算法[J].计算机系统应用，2019,28(8):251-255.(LU Linglan,QIN Jiangtao.Multi-regional logistics distribution center location method based on improved K-means algorithm[J].Computer Systems & Applications,2019,28(8):251-255.)
• [2] EMIR O,SARA?LI S.Determination of the thermal hotel location:application of analytic hierarchy process[J].Tourism and Hospitality Management,2014,20(1):71-83.
• [3] 李进阳.电动汽车充电桩网络中的数据推断与充电站选址定容问题研究[D].北京：中国科学技术大学，2018:1-5.(LI Jinyang.Data inference and charging station siting and sizing problem in electric vehicle charging pile network[D].Beijing:University of Science and Technology of China,2018:1-5.)
• [4] 符力文.清洁能源发电并网经济外部性分析及电价形成机制研究[D].北京：华北电力大学，2012:1-5.(FU Liwen.Research on clean energy power in grid economic externalities and power price formation mechanism[D].Beijing:North China Electric Power University,2012:1-5.)
• [5] OBAMA B.The irreversible momentum of clean energy[J].Science,2017,355(6321):6284.
• [6] BYRNE J,LUND P D.Clean energy transition-our urgent challenge:an editorial assay:editorial[J].Wiley Interdisciplinary Reviews Energy & Environment,2017,6(1):243.
• [7] 杨珺，张闯，孙秋野，等.风电场选址综述[J].太阳能学报，2012(S1):136-144.(YANG Jun,ZHANG Chuang,SUN Qiuye,et al.A survey on wind farm sitting[J] Acta Energiae Solaris Sinica,2012(S1):136-144.)
• [8] AYODELE T R,OGUNJUYIGBE A S O,ODIGIE O,et al.On the most suitable sites for wind farm development in Nigeria[J].Data in Brief,2018(19):29-41.
• [9] THONGPUN A,NASOMWART S,PEESIRI P,et al.Decision support model for solar plant site selection[C]∥2017 IEEE International Conference on Smart Grid and Smart Cities(ICSGSC).[S.l.]:IEEE,2017:50-54.
• [10] NAZARI M A,ASLANI A,GHASEMPOUR R.Analysis of solar farm site selection based on TOPSIS approach[J],International Journal of Social Ecology and Sustainable Development,2018,9(1):12-25.
• [11] RODMAN L C,MEENTEMEYER R K.A geographic analysis of wind turbine placement in Northern California[J].Energy Policy,2006,34(15):2137-2149.
• [12] WIGUNA K A,SARNO R,ARIYANI N F.Optimization solar farm site selection using multi-criteria decision making fuzzy ahp and promethee:case study in bali[C]∥2016 International Conference on Information & Communication Technology and Systems(ICTS).[S.l.]:IEEE,2016:237-243.
• [13] 娜仁花.基于模糊综合评价模型的风电场选址研究[D].北京：华北电力大学，2015:36-44.(NA Renhua.Researching on location of wind power farm based on fuzzy comprehensive evaluation model[D].Beijing:North China Electric Power University,2015:36-44.)
• [14] JANKE J R.Multicriteria GIS modeling of wind and solar farms in Colorado[J].Renewable Energy,2010,35(10):2228-2234.
• [15] UYAN M.GIS-based solar farms site selection using analytic hierarchy process(AHP) in Karapinar region,Konya/Turkey[J].Renewable and Sustainable Energy Reviews,2013(28):11-17.
• [16] MREHEL O G,DAW N A,JBAIL A F A.Design and simulation of wind farm in Tarhuna region with economic analysis[C]//2019 19th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering(STA).[S.l.]:IEEE,2019:330-335.
• [17] 周二雄，李凤婷，朱贺，等.风电场宏观选址综合决策的研究[J].太阳能学报，2015,36(6):1448-1452.(ZHOU Erxiong,LI Fengting,ZHU He,et al.Research on comprehensive decision-making of wind farm macro-sitting[J].Acta Energiae Solaris Sinica,2015,36(6):1448-1452.)
• [18] 刘超群.基于RS和GIS的风电场宏观选址研究[D].昆明：昆明理工大学，2018:57-68.(LIU Chaoqun.Research on wind farm macro sitting based on RS and GIS[D].Kunming:Kunming University of Science and Technology,2018:57-68.)
• [19] 刘志远，彭秀芳，冯莉黎.风电场风能资源储量和技术开发量估算方法[J].中国电力，2015,48(6):45-50.(LIU Zhiyuan,PENG Xiufang,FENG Lili.Estimation method for total reserve and technical exploitation amount of wind farm[J].Electric Power,2015,48(6):45-50.)
• [20] 刘海林，李斯胜.非洲电力市场分析[J].水电与新能源，2016(11):53-55.(LIU Hailin,LI Sisheng.Analysis of the electric power market in Africa[J].Hydropower and New Energy,2016(11):53-55.)