Wind power resource assessment method based on AHP-BP method
The invention relates to the field of wind power resource assessment, and provides a wind power resource assessment method based on an AHP-BP method in order to improve the accuracy of a wind power resource assessment result, which comprises the following steps: step 1, selecting a plurality of moni...
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| creator | QIAN SHIMENG JIANG JIANHONG YU YONGJING LI LIANGXIAN |
| description | The invention relates to the field of wind power resource assessment, and provides a wind power resource assessment method based on an AHP-BP method in order to improve the accuracy of a wind power resource assessment result, which comprises the following steps: step 1, selecting a plurality of monitoring indexes including a wind energy resource index and a fan unit operation performance index; 2, screening the monitoring indexes by adopting a principal component analysis method to obtain m monitoring indexes; 3, obtaining the weights of the m monitoring indexes by adopting an analytic hierarchy process; and step 4, establishing a wind power resource index evaluation and prediction model based on the weights of the m monitoring indexes. By adopting the mode, the accuracy of a wind power resource evaluation result can be improved.
本发明涉及风电资源评估领域，为了提高风电资源评估结果的准确性，提供了基于AHP-BP方法的风电资源评估方法，包括：步骤1、选取多个监测指标，所述监测指标包括风能资源指标及风机机组运行性能指标；步骤2、采用主成分分析法对监测指标进行筛选得到m个监测指标；步骤3、采用层次分析法获取m个监测指标的权重；步骤4、基于m个监测指标的权重建立风电资源指数评估预测模型。采用上 |
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本发明涉及风电资源评估领域，为了提高风电资源评估结果的准确性，提供了基于AHP-BP方法的风电资源评估方法，包括：步骤1、选取多个监测指标，所述监测指标包括风能资源指标及风机机组运行性能指标；步骤2、采用主成分分析法对监测指标进行筛选得到m个监测指标；步骤3、采用层次分析法获取m个监测指标的权重；步骤4、基于m个监测指标的权重建立风电资源指数评估预测模型。采用上</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; ELECTRIC DIGITAL DATA PROCESSING ; PHYSICS ; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240206&DB=EPODOC&CC=CN&NR=117522629A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240206&DB=EPODOC&CC=CN&NR=117522629A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>QIAN SHIMENG</creatorcontrib><creatorcontrib>JIANG JIANHONG</creatorcontrib><creatorcontrib>YU YONGJING</creatorcontrib><creatorcontrib>LI LIANGXIAN</creatorcontrib><title>Wind power resource assessment method based on AHP-BP method</title><description>The invention relates to the field of wind power resource assessment, and provides a wind power resource assessment method based on an AHP-BP method in order to improve the accuracy of a wind power resource assessment result, which comprises the following steps: step 1, selecting a plurality of monitoring indexes including a wind energy resource index and a fan unit operation performance index; 2, screening the monitoring indexes by adopting a principal component analysis method to obtain m monitoring indexes; 3, obtaining the weights of the m monitoring indexes by adopting an analytic hierarchy process; and step 4, establishing a wind power resource index evaluation and prediction model based on the weights of the m monitoring indexes. By adopting the mode, the accuracy of a wind power resource evaluation result can be improved.
本发明涉及风电资源评估领域，为了提高风电资源评估结果的准确性，提供了基于AHP-BP方法的风电资源评估方法，包括：步骤1、选取多个监测指标，所述监测指标包括风能资源指标及风机机组运行性能指标；步骤2、采用主成分分析法对监测指标进行筛选得到m个监测指标；步骤3、采用层次分析法获取m个监测指标的权重；步骤4、基于m个监测指标的权重建立风电资源指数评估预测模型。采用上</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>PHYSICS</subject><subject>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2024</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZLAJz8xLUSjIL08tUihKLc4vLUpOVUgsLk4tLs5NzStRyE0tychPUUhKLE5NUcjPU3D0CNB1CoAK8zCwpiXmFKfyQmluBkU31xBnD93Ugvz41OKCxOTUvNSSeGc_Q0NzUyMjMyNLR2Ni1AAAo78vDA</recordid><startdate>20240206</startdate><enddate>20240206</enddate><creator>QIAN SHIMENG</creator><creator>JIANG JIANHONG</creator><creator>YU YONGJING</creator><creator>LI LIANGXIAN</creator><scope>EVB</scope></search><sort><creationdate>20240206</creationdate><title>Wind power resource assessment method based on AHP-BP method</title><author>QIAN SHIMENG ; JIANG JIANHONG ; YU YONGJING ; LI LIANGXIAN</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN117522629A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2024</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</topic><topic>ELECTRIC DIGITAL DATA PROCESSING</topic><topic>PHYSICS</topic><topic>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</topic><toplevel>online_resources</toplevel><creatorcontrib>QIAN SHIMENG</creatorcontrib><creatorcontrib>JIANG JIANHONG</creatorcontrib><creatorcontrib>YU YONGJING</creatorcontrib><creatorcontrib>LI LIANGXIAN</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>QIAN SHIMENG</au><au>JIANG JIANHONG</au><au>YU YONGJING</au><au>LI LIANGXIAN</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Wind power resource assessment method based on AHP-BP method</title><date>2024-02-06</date><risdate>2024</risdate><abstract>The invention relates to the field of wind power resource assessment, and provides a wind power resource assessment method based on an AHP-BP method in order to improve the accuracy of a wind power resource assessment result, which comprises the following steps: step 1, selecting a plurality of monitoring indexes including a wind energy resource index and a fan unit operation performance index; 2, screening the monitoring indexes by adopting a principal component analysis method to obtain m monitoring indexes; 3, obtaining the weights of the m monitoring indexes by adopting an analytic hierarchy process; and step 4, establishing a wind power resource index evaluation and prediction model based on the weights of the m monitoring indexes. By adopting the mode, the accuracy of a wind power resource evaluation result can be improved.
本发明涉及风电资源评估领域，为了提高风电资源评估结果的准确性，提供了基于AHP-BP方法的风电资源评估方法，包括：步骤1、选取多个监测指标，所述监测指标包括风能资源指标及风机机组运行性能指标；步骤2、采用主成分分析法对监测指标进行筛选得到m个监测指标；步骤3、采用层次分析法获取m个监测指标的权重；步骤4、基于m个监测指标的权重建立风电资源指数评估预测模型。采用上</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC DIGITAL DATA PROCESSING PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | Wind power resource assessment method based on AHP-BP method |
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