Photovoltaic output typical scene acquisition method and device, equipment and storage medium
The invention discloses a photovoltaic output typical scene acquisition method and device, equipment and a storage medium. The method comprises the following steps: acquiring a pre-trained generative adversarial network based on a mutual information maximization principle, and acquiring meteorologic...
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| creator | XU YUANTU TIAN YU PAN QIAN WANG WEIJIE PAN RONGBO ZHU DEQIANG LAO WENCHAO CHEN BOTAO HUANG RONGJIE ZHAO WEN ZHANG PEIPEI CHEN SHAOMIN CHU ZHUOZHUO PENG XIANGANG DONG FUDE XUAN KAIGUO LI ZILU XUE BOWEN LIANG JIANHUI HUA YAO |
| description | The invention discloses a photovoltaic output typical scene acquisition method and device, equipment and a storage medium. The method comprises the following steps: acquiring a pre-trained generative adversarial network based on a mutual information maximization principle, and acquiring meteorological characteristic data at a photovoltaic area to be accessed; inputting the meteorological characteristic data into a generator of the generative adversarial network based on the mutual information maximization principle, and obtaining a candidate photovoltaic output scene set; and reducing the candidate photovoltaic output scene set by combining a convolution automatic encoder with embedded clustering, and obtaining a photovoltaic output typical scene matched with the photovoltaic area to be accessed. The technical scheme of the invention provides the method for acquiring the typical scene of photovoltaic output, and the safety and stability of the operation of a traditional power grid after the photovoltaic power |
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The method comprises the following steps: acquiring a pre-trained generative adversarial network based on a mutual information maximization principle, and acquiring meteorological characteristic data at a photovoltaic area to be accessed; inputting the meteorological characteristic data into a generator of the generative adversarial network based on the mutual information maximization principle, and obtaining a candidate photovoltaic output scene set; and reducing the candidate photovoltaic output scene set by combining a convolution automatic encoder with embedded clustering, and obtaining a photovoltaic output typical scene matched with the photovoltaic area to be accessed. The technical scheme of the invention provides the method for acquiring the typical scene of photovoltaic output, and the safety and stability of the operation of a traditional power grid after the photovoltaic power</description><language>chi ; eng</language><subject>CALCULATING ; CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; ELECTRIC DIGITAL DATA PROCESSING ; ELECTRICITY ; GENERATION ; PHYSICS ; SYSTEMS FOR STORING ELECTRIC ENERGY ; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><creationdate>2023</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=20231024&DB=EPODOC&CC=CN&NR=116933100A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20231024&DB=EPODOC&CC=CN&NR=116933100A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>XU YUANTU</creatorcontrib><creatorcontrib>TIAN YU</creatorcontrib><creatorcontrib>PAN QIAN</creatorcontrib><creatorcontrib>WANG WEIJIE</creatorcontrib><creatorcontrib>PAN RONGBO</creatorcontrib><creatorcontrib>ZHU DEQIANG</creatorcontrib><creatorcontrib>LAO WENCHAO</creatorcontrib><creatorcontrib>CHEN BOTAO</creatorcontrib><creatorcontrib>HUANG RONGJIE</creatorcontrib><creatorcontrib>ZHAO WEN</creatorcontrib><creatorcontrib>ZHANG PEIPEI</creatorcontrib><creatorcontrib>CHEN SHAOMIN</creatorcontrib><creatorcontrib>CHU ZHUOZHUO</creatorcontrib><creatorcontrib>PENG XIANGANG</creatorcontrib><creatorcontrib>DONG FUDE</creatorcontrib><creatorcontrib>XUAN KAIGUO</creatorcontrib><creatorcontrib>LI ZILU</creatorcontrib><creatorcontrib>XUE BOWEN</creatorcontrib><creatorcontrib>LIANG JIANHUI</creatorcontrib><creatorcontrib>HUA YAO</creatorcontrib><title>Photovoltaic output typical scene acquisition method and device, equipment and storage medium</title><description>The invention discloses a photovoltaic output typical scene acquisition method and device, equipment and a storage medium. The method comprises the following steps: acquiring a pre-trained generative adversarial network based on a mutual information maximization principle, and acquiring meteorological characteristic data at a photovoltaic area to be accessed; inputting the meteorological characteristic data into a generator of the generative adversarial network based on the mutual information maximization principle, and obtaining a candidate photovoltaic output scene set; and reducing the candidate photovoltaic output scene set by combining a convolution automatic encoder with embedded clustering, and obtaining a photovoltaic output typical scene matched with the photovoltaic area to be accessed. The technical scheme of the invention provides the method for acquiring the typical scene of photovoltaic output, and the safety and stability of the operation of a traditional power grid after the photovoltaic power</description><subject>CALCULATING</subject><subject>CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>CONVERSION OR DISTRIBUTION OF ELECTRIC POWER</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>ELECTRICITY</subject><subject>GENERATION</subject><subject>PHYSICS</subject><subject>SYSTEMS FOR STORING ELECTRIC ENERGY</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>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjTEKAjEQRbexEPUOY6-wS0CwlEWxEgtbWYZkdAeSTDSTBW_vKh7A6sN7D_60up57URnEK7IFKZqKgr4SW_SQLUUCtI_CmZUlQiDtxQFGB44GtrQCGm0KFPVLs8oT7zSGjkuYV5Mb-kyL386q5WF_aY9rStJRTvg50K49Nc1ma0xT1zvzT_MGX6U8vw</recordid><startdate>20231024</startdate><enddate>20231024</enddate><creator>XU YUANTU</creator><creator>TIAN YU</creator><creator>PAN QIAN</creator><creator>WANG WEIJIE</creator><creator>PAN RONGBO</creator><creator>ZHU DEQIANG</creator><creator>LAO WENCHAO</creator><creator>CHEN BOTAO</creator><creator>HUANG RONGJIE</creator><creator>ZHAO WEN</creator><creator>ZHANG PEIPEI</creator><creator>CHEN SHAOMIN</creator><creator>CHU ZHUOZHUO</creator><creator>PENG XIANGANG</creator><creator>DONG FUDE</creator><creator>XUAN KAIGUO</creator><creator>LI ZILU</creator><creator>XUE BOWEN</creator><creator>LIANG JIANHUI</creator><creator>HUA YAO</creator><scope>EVB</scope></search><sort><creationdate>20231024</creationdate><title>Photovoltaic output typical scene acquisition method and device, equipment and storage medium</title><author>XU YUANTU ; TIAN YU ; PAN QIAN ; WANG WEIJIE ; PAN RONGBO ; ZHU DEQIANG ; LAO WENCHAO ; CHEN BOTAO ; HUANG RONGJIE ; ZHAO WEN ; ZHANG PEIPEI ; CHEN SHAOMIN ; CHU ZHUOZHUO ; PENG XIANGANG ; DONG FUDE ; XUAN KAIGUO ; LI ZILU ; XUE BOWEN ; LIANG JIANHUI ; HUA YAO</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN116933100A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2023</creationdate><topic>CALCULATING</topic><topic>CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>CONVERSION OR DISTRIBUTION OF ELECTRIC POWER</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>ELECTRICITY</topic><topic>GENERATION</topic><topic>PHYSICS</topic><topic>SYSTEMS FOR STORING ELECTRIC ENERGY</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>XU YUANTU</creatorcontrib><creatorcontrib>TIAN YU</creatorcontrib><creatorcontrib>PAN QIAN</creatorcontrib><creatorcontrib>WANG WEIJIE</creatorcontrib><creatorcontrib>PAN RONGBO</creatorcontrib><creatorcontrib>ZHU DEQIANG</creatorcontrib><creatorcontrib>LAO WENCHAO</creatorcontrib><creatorcontrib>CHEN BOTAO</creatorcontrib><creatorcontrib>HUANG RONGJIE</creatorcontrib><creatorcontrib>ZHAO WEN</creatorcontrib><creatorcontrib>ZHANG PEIPEI</creatorcontrib><creatorcontrib>CHEN SHAOMIN</creatorcontrib><creatorcontrib>CHU ZHUOZHUO</creatorcontrib><creatorcontrib>PENG XIANGANG</creatorcontrib><creatorcontrib>DONG FUDE</creatorcontrib><creatorcontrib>XUAN KAIGUO</creatorcontrib><creatorcontrib>LI ZILU</creatorcontrib><creatorcontrib>XUE BOWEN</creatorcontrib><creatorcontrib>LIANG JIANHUI</creatorcontrib><creatorcontrib>HUA YAO</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>XU YUANTU</au><au>TIAN YU</au><au>PAN QIAN</au><au>WANG WEIJIE</au><au>PAN RONGBO</au><au>ZHU DEQIANG</au><au>LAO WENCHAO</au><au>CHEN BOTAO</au><au>HUANG RONGJIE</au><au>ZHAO WEN</au><au>ZHANG PEIPEI</au><au>CHEN SHAOMIN</au><au>CHU ZHUOZHUO</au><au>PENG XIANGANG</au><au>DONG FUDE</au><au>XUAN KAIGUO</au><au>LI ZILU</au><au>XUE BOWEN</au><au>LIANG JIANHUI</au><au>HUA YAO</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Photovoltaic output typical scene acquisition method and device, equipment and storage medium</title><date>2023-10-24</date><risdate>2023</risdate><abstract>The invention discloses a photovoltaic output typical scene acquisition method and device, equipment and a storage medium. The method comprises the following steps: acquiring a pre-trained generative adversarial network based on a mutual information maximization principle, and acquiring meteorological characteristic data at a photovoltaic area to be accessed; inputting the meteorological characteristic data into a generator of the generative adversarial network based on the mutual information maximization principle, and obtaining a candidate photovoltaic output scene set; and reducing the candidate photovoltaic output scene set by combining a convolution automatic encoder with embedded clustering, and obtaining a photovoltaic output typical scene matched with the photovoltaic area to be accessed. The technical scheme of the invention provides the method for acquiring the typical scene of photovoltaic output, and the safety and stability of the operation of a traditional power grid after the photovoltaic power</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONVERSION OR DISTRIBUTION OF ELECTRIC POWER COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY GENERATION PHYSICS SYSTEMS FOR STORING ELECTRIC ENERGY SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | Photovoltaic output typical scene acquisition method and device, equipment and storage medium |
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