Load prediction method, device and equipment for power system
The invention discloses a load prediction method, device and equipment for a power system. The method comprises the following steps: taking initial load data as input of a load prediction model by adopting a mode of acquiring initial load data and power dynamic data of a power system in a preset tim...
Gespeichert in:
| Hauptverfasser: | , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Format: | Patent |
| Sprache: | chi ; eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | |
|---|---|
| container_issue | |
| container_start_page | |
| container_title | |
| container_volume | |
| creator | ZHENG WEIQIN JIN XIANGCHAO XU PENGJIANG ZHANG ZHEMING TANG HE TAN JIAYONG ZHONG WEI NI FEIFEI ZHANG YONG MA XIN HE JUNLIANG YAO JIKUN ZHONG JIASHEN HE SHENGHONG WANG JUNBO LIANG ZHIBIN WU JIEXUAN TAN YONGLAN MO JING ZHANG FENG CHEN ZHIPING |
| description | The invention discloses a load prediction method, device and equipment for a power system. The method comprises the following steps: taking initial load data as input of a load prediction model by adopting a mode of acquiring initial load data and power dynamic data of a power system in a preset time period, and performing feature extraction on the initial load data by the load prediction model based on the power dynamic data, and the initial load data is predicted through the target time period, so that the purpose of predicting by using the dynamically changing power system data is achieved, and the technical effect of comprehensively predicting the load is achieved. According to the invention, the technical problem of low load prediction accuracy caused by the fact that the dynamic change of the power market is not considered in load prediction and load feature extraction is carried out based on dynamic guidance of the power market is solved.
本发明公开了一种电力系统的负荷预测方法、装置与设备。其中，该方法包括：采用获取电力系统在预设时间段内初始负荷数据和电力动态数据的 |
| format | Patent |
| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_CN118316036A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>CN118316036A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_CN118316036A3</originalsourceid><addsrcrecordid>eNrjZLD1yU9MUSgoSk3JTC7JzM9TyE0tychP0VFISS3LTE5VSMxLUUgtLM0syE3NK1FIyy9SKMgvTy1SKK4sLknN5WFgTUvMKU7lhdLcDIpuriHOHrqpBfnxqcUFicmpeakl8c5-hoYWxoZmBsZmjsbEqAEADVMwEA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>Load prediction method, device and equipment for power system</title><source>esp@cenet</source><creator>ZHENG WEIQIN ; JIN XIANGCHAO ; XU PENGJIANG ; ZHANG ZHEMING ; TANG HE ; TAN JIAYONG ; ZHONG WEI ; NI FEIFEI ; ZHANG YONG ; MA XIN ; HE JUNLIANG ; YAO JIKUN ; ZHONG JIASHEN ; HE SHENGHONG ; WANG JUNBO ; LIANG ZHIBIN ; WU JIEXUAN ; TAN YONGLAN ; MO JING ; ZHANG FENG ; CHEN ZHIPING</creator><creatorcontrib>ZHENG WEIQIN ; JIN XIANGCHAO ; XU PENGJIANG ; ZHANG ZHEMING ; TANG HE ; TAN JIAYONG ; ZHONG WEI ; NI FEIFEI ; ZHANG YONG ; MA XIN ; HE JUNLIANG ; YAO JIKUN ; ZHONG JIASHEN ; HE SHENGHONG ; WANG JUNBO ; LIANG ZHIBIN ; WU JIEXUAN ; TAN YONGLAN ; MO JING ; ZHANG FENG ; CHEN ZHIPING</creatorcontrib><description>The invention discloses a load prediction method, device and equipment for a power system. The method comprises the following steps: taking initial load data as input of a load prediction model by adopting a mode of acquiring initial load data and power dynamic data of a power system in a preset time period, and performing feature extraction on the initial load data by the load prediction model based on the power dynamic data, and the initial load data is predicted through the target time period, so that the purpose of predicting by using the dynamically changing power system data is achieved, and the technical effect of comprehensively predicting the load is achieved. According to the invention, the technical problem of low load prediction accuracy caused by the fact that the dynamic change of the power market is not considered in load prediction and load feature extraction is carried out based on dynamic guidance of the power market is solved.
本发明公开了一种电力系统的负荷预测方法、装置与设备。其中，该方法包括：采用获取电力系统在预设时间段内初始负荷数据和电力动态数据的</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>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=20240709&DB=EPODOC&CC=CN&NR=118316036A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,309,781,886,25569,76552</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240709&DB=EPODOC&CC=CN&NR=118316036A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>ZHENG WEIQIN</creatorcontrib><creatorcontrib>JIN XIANGCHAO</creatorcontrib><creatorcontrib>XU PENGJIANG</creatorcontrib><creatorcontrib>ZHANG ZHEMING</creatorcontrib><creatorcontrib>TANG HE</creatorcontrib><creatorcontrib>TAN JIAYONG</creatorcontrib><creatorcontrib>ZHONG WEI</creatorcontrib><creatorcontrib>NI FEIFEI</creatorcontrib><creatorcontrib>ZHANG YONG</creatorcontrib><creatorcontrib>MA XIN</creatorcontrib><creatorcontrib>HE JUNLIANG</creatorcontrib><creatorcontrib>YAO JIKUN</creatorcontrib><creatorcontrib>ZHONG JIASHEN</creatorcontrib><creatorcontrib>HE SHENGHONG</creatorcontrib><creatorcontrib>WANG JUNBO</creatorcontrib><creatorcontrib>LIANG ZHIBIN</creatorcontrib><creatorcontrib>WU JIEXUAN</creatorcontrib><creatorcontrib>TAN YONGLAN</creatorcontrib><creatorcontrib>MO JING</creatorcontrib><creatorcontrib>ZHANG FENG</creatorcontrib><creatorcontrib>CHEN ZHIPING</creatorcontrib><title>Load prediction method, device and equipment for power system</title><description>The invention discloses a load prediction method, device and equipment for a power system. The method comprises the following steps: taking initial load data as input of a load prediction model by adopting a mode of acquiring initial load data and power dynamic data of a power system in a preset time period, and performing feature extraction on the initial load data by the load prediction model based on the power dynamic data, and the initial load data is predicted through the target time period, so that the purpose of predicting by using the dynamically changing power system data is achieved, and the technical effect of comprehensively predicting the load is achieved. According to the invention, the technical problem of low load prediction accuracy caused by the fact that the dynamic change of the power market is not considered in load prediction and load feature extraction is carried out based on dynamic guidance of the power market is solved.
本发明公开了一种电力系统的负荷预测方法、装置与设备。其中，该方法包括：采用获取电力系统在预设时间段内初始负荷数据和电力动态数据的</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>2024</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZLD1yU9MUSgoSk3JTC7JzM9TyE0tychP0VFISS3LTE5VSMxLUUgtLM0syE3NK1FIyy9SKMgvTy1SKK4sLknN5WFgTUvMKU7lhdLcDIpuriHOHrqpBfnxqcUFicmpeakl8c5-hoYWxoZmBsZmjsbEqAEADVMwEA</recordid><startdate>20240709</startdate><enddate>20240709</enddate><creator>ZHENG WEIQIN</creator><creator>JIN XIANGCHAO</creator><creator>XU PENGJIANG</creator><creator>ZHANG ZHEMING</creator><creator>TANG HE</creator><creator>TAN JIAYONG</creator><creator>ZHONG WEI</creator><creator>NI FEIFEI</creator><creator>ZHANG YONG</creator><creator>MA XIN</creator><creator>HE JUNLIANG</creator><creator>YAO JIKUN</creator><creator>ZHONG JIASHEN</creator><creator>HE SHENGHONG</creator><creator>WANG JUNBO</creator><creator>LIANG ZHIBIN</creator><creator>WU JIEXUAN</creator><creator>TAN YONGLAN</creator><creator>MO JING</creator><creator>ZHANG FENG</creator><creator>CHEN ZHIPING</creator><scope>EVB</scope></search><sort><creationdate>20240709</creationdate><title>Load prediction method, device and equipment for power system</title><author>ZHENG WEIQIN ; JIN XIANGCHAO ; XU PENGJIANG ; ZHANG ZHEMING ; TANG HE ; TAN JIAYONG ; ZHONG WEI ; NI FEIFEI ; ZHANG YONG ; MA XIN ; HE JUNLIANG ; YAO JIKUN ; ZHONG JIASHEN ; HE SHENGHONG ; WANG JUNBO ; LIANG ZHIBIN ; WU JIEXUAN ; TAN YONGLAN ; MO JING ; ZHANG FENG ; CHEN ZHIPING</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN118316036A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2024</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>ZHENG WEIQIN</creatorcontrib><creatorcontrib>JIN XIANGCHAO</creatorcontrib><creatorcontrib>XU PENGJIANG</creatorcontrib><creatorcontrib>ZHANG ZHEMING</creatorcontrib><creatorcontrib>TANG HE</creatorcontrib><creatorcontrib>TAN JIAYONG</creatorcontrib><creatorcontrib>ZHONG WEI</creatorcontrib><creatorcontrib>NI FEIFEI</creatorcontrib><creatorcontrib>ZHANG YONG</creatorcontrib><creatorcontrib>MA XIN</creatorcontrib><creatorcontrib>HE JUNLIANG</creatorcontrib><creatorcontrib>YAO JIKUN</creatorcontrib><creatorcontrib>ZHONG JIASHEN</creatorcontrib><creatorcontrib>HE SHENGHONG</creatorcontrib><creatorcontrib>WANG JUNBO</creatorcontrib><creatorcontrib>LIANG ZHIBIN</creatorcontrib><creatorcontrib>WU JIEXUAN</creatorcontrib><creatorcontrib>TAN YONGLAN</creatorcontrib><creatorcontrib>MO JING</creatorcontrib><creatorcontrib>ZHANG FENG</creatorcontrib><creatorcontrib>CHEN ZHIPING</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>ZHENG WEIQIN</au><au>JIN XIANGCHAO</au><au>XU PENGJIANG</au><au>ZHANG ZHEMING</au><au>TANG HE</au><au>TAN JIAYONG</au><au>ZHONG WEI</au><au>NI FEIFEI</au><au>ZHANG YONG</au><au>MA XIN</au><au>HE JUNLIANG</au><au>YAO JIKUN</au><au>ZHONG JIASHEN</au><au>HE SHENGHONG</au><au>WANG JUNBO</au><au>LIANG ZHIBIN</au><au>WU JIEXUAN</au><au>TAN YONGLAN</au><au>MO JING</au><au>ZHANG FENG</au><au>CHEN ZHIPING</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Load prediction method, device and equipment for power system</title><date>2024-07-09</date><risdate>2024</risdate><abstract>The invention discloses a load prediction method, device and equipment for a power system. The method comprises the following steps: taking initial load data as input of a load prediction model by adopting a mode of acquiring initial load data and power dynamic data of a power system in a preset time period, and performing feature extraction on the initial load data by the load prediction model based on the power dynamic data, and the initial load data is predicted through the target time period, so that the purpose of predicting by using the dynamically changing power system data is achieved, and the technical effect of comprehensively predicting the load is achieved. According to the invention, the technical problem of low load prediction accuracy caused by the fact that the dynamic change of the power market is not considered in load prediction and load feature extraction is carried out based on dynamic guidance of the power market is solved.
本发明公开了一种电力系统的负荷预测方法、装置与设备。其中，该方法包括：采用获取电力系统在预设时间段内初始负荷数据和电力动态数据的</abstract><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | |
| ispartof | |
| issn | |
| language | chi ; eng |
| recordid | cdi_epo_espacenet_CN118316036A |
| source | esp@cenet |
| 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 | Load prediction method, device and equipment for power system |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-16T08%3A25%3A42IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=ZHENG%20WEIQIN&rft.date=2024-07-09&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3ECN118316036A%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |