Method and device for predicting gas consumption load of natural gas customer
The invention discloses a natural gas customer gas consumption load prediction method and device. The method comprises the following steps: acquiring natural gas consumption load data of a to-be-predicted customer within a preset time duration; using an empirical mode decomposition (EMD) model to de...
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| creator | ZHANG YUANTAO HAO YINGPENG WANG HONGXU PAN KAI WU GUOTONG LIU DINGZHI ZHANG HAN NI JIEQING HAN KEJIANG ZHANG XI FU CHUAN LIU YONG |
| description | The invention discloses a natural gas customer gas consumption load prediction method and device. The method comprises the following steps: acquiring natural gas consumption load data of a to-be-predicted customer within a preset time duration; using an empirical mode decomposition (EMD) model to decompose the obtained natural gas consumption load data within the preset time duration to obtain a first EMD decomposition result; and calculating by using the first EMD decomposition result and a pre-trained gas load prediction model to obtain the gas load capacity of the to-be-predicted customer.
一种天然气客户用气负荷预测方法和装置，所述方法包括：获取待预测客户在预定时间长度内的天然气用气负荷数据；利用经验模态分解EMD模型对所获取的预定时间长度内的天然气用气负荷数据进行分解，得到第一EMD分解结果；利用所述第一EMD分解结果和预先训练好的用气负荷预测模型计算得到所述待预测客户的用气负荷量。 |
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一种天然气客户用气负荷预测方法和装置，所述方法包括：获取待预测客户在预定时间长度内的天然气用气负荷数据；利用经验模态分解EMD模型对所获取的预定时间长度内的天然气用气负荷数据进行分解，得到第一EMD分解结果；利用所述第一EMD分解结果和预先训练好的用气负荷预测模型计算得到所述待预测客户的用气负荷量。</description><language>chi ; eng</language><subject>CALCULATING ; CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER ; COMPUTING ; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; 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=20240409&DB=EPODOC&CC=CN&NR=117856199A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240409&DB=EPODOC&CC=CN&NR=117856199A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>ZHANG YUANTAO</creatorcontrib><creatorcontrib>HAO YINGPENG</creatorcontrib><creatorcontrib>WANG HONGXU</creatorcontrib><creatorcontrib>PAN KAI</creatorcontrib><creatorcontrib>WU GUOTONG</creatorcontrib><creatorcontrib>LIU DINGZHI</creatorcontrib><creatorcontrib>ZHANG HAN</creatorcontrib><creatorcontrib>NI JIEQING</creatorcontrib><creatorcontrib>HAN KEJIANG</creatorcontrib><creatorcontrib>ZHANG XI</creatorcontrib><creatorcontrib>FU CHUAN</creatorcontrib><creatorcontrib>LIU YONG</creatorcontrib><title>Method and device for predicting gas consumption load of natural gas customer</title><description>The invention discloses a natural gas customer gas consumption load prediction method and device. The method comprises the following steps: acquiring natural gas consumption load data of a to-be-predicted customer within a preset time duration; using an empirical mode decomposition (EMD) model to decompose the obtained natural gas consumption load data within the preset time duration to obtain a first EMD decomposition result; and calculating by using the first EMD decomposition result and a pre-trained gas load prediction model to obtain the gas load capacity of the to-be-predicted customer.
一种天然气客户用气负荷预测方法和装置，所述方法包括：获取待预测客户在预定时间长度内的天然气用气负荷数据；利用经验模态分解EMD模型对所获取的预定时间长度内的天然气用气负荷数据进行分解，得到第一EMD分解结果；利用所述第一EMD分解结果和预先训练好的用气负荷预测模型计算得到所述待预测客户的用气负荷量。</description><subject>CALCULATING</subject><subject>CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER</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>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>eNqNyj0OwjAMQOEsDAi4gzkAQ4T46YgqEEuZ2CsrcUqk1I4Sh_MzwAGY3vC9pRkG0pd4QPbg6R0dQZACuZCPTiNPMGEFJ1zbnDUKQxL0IAEYtRVMX29VZaayNouAqdLm15XZ3q7P_r6jLCPVjI6YdOwf1p7Oh6Ptusv-n-cDx-A2OQ</recordid><startdate>20240409</startdate><enddate>20240409</enddate><creator>ZHANG YUANTAO</creator><creator>HAO YINGPENG</creator><creator>WANG HONGXU</creator><creator>PAN KAI</creator><creator>WU GUOTONG</creator><creator>LIU DINGZHI</creator><creator>ZHANG HAN</creator><creator>NI JIEQING</creator><creator>HAN KEJIANG</creator><creator>ZHANG XI</creator><creator>FU CHUAN</creator><creator>LIU YONG</creator><scope>EVB</scope></search><sort><creationdate>20240409</creationdate><title>Method and device for predicting gas consumption load of natural gas customer</title><author>ZHANG YUANTAO ; HAO YINGPENG ; WANG HONGXU ; PAN KAI ; WU GUOTONG ; LIU DINGZHI ; ZHANG HAN ; NI JIEQING ; HAN KEJIANG ; ZHANG XI ; FU CHUAN ; LIU YONG</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN117856199A3</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>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>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>ZHANG YUANTAO</creatorcontrib><creatorcontrib>HAO YINGPENG</creatorcontrib><creatorcontrib>WANG HONGXU</creatorcontrib><creatorcontrib>PAN KAI</creatorcontrib><creatorcontrib>WU GUOTONG</creatorcontrib><creatorcontrib>LIU DINGZHI</creatorcontrib><creatorcontrib>ZHANG HAN</creatorcontrib><creatorcontrib>NI JIEQING</creatorcontrib><creatorcontrib>HAN KEJIANG</creatorcontrib><creatorcontrib>ZHANG XI</creatorcontrib><creatorcontrib>FU CHUAN</creatorcontrib><creatorcontrib>LIU YONG</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>ZHANG YUANTAO</au><au>HAO YINGPENG</au><au>WANG HONGXU</au><au>PAN KAI</au><au>WU GUOTONG</au><au>LIU DINGZHI</au><au>ZHANG HAN</au><au>NI JIEQING</au><au>HAN KEJIANG</au><au>ZHANG XI</au><au>FU CHUAN</au><au>LIU YONG</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Method and device for predicting gas consumption load of natural gas customer</title><date>2024-04-09</date><risdate>2024</risdate><abstract>The invention discloses a natural gas customer gas consumption load prediction method and device. The method comprises the following steps: acquiring natural gas consumption load data of a to-be-predicted customer within a preset time duration; using an empirical mode decomposition (EMD) model to decompose the obtained natural gas consumption load data within the preset time duration to obtain a first EMD decomposition result; and calculating by using the first EMD decomposition result and a pre-trained gas load prediction model to obtain the gas load capacity of the to-be-predicted customer.
一种天然气客户用气负荷预测方法和装置，所述方法包括：获取待预测客户在预定时间长度内的天然气用气负荷数据；利用经验模态分解EMD模型对所获取的预定时间长度内的天然气用气负荷数据进行分解，得到第一EMD分解结果；利用所述第一EMD分解结果和预先训练好的用气负荷预测模型计算得到所述待预测客户的用气负荷量。</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER COMPUTING CONVERSION OR DISTRIBUTION OF ELECTRIC POWER COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES 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 | Method and device for predicting gas consumption load of natural gas customer |
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