Method and system for predicting elemental carbon content of coal in coal-fired power plant
The invention provides a coal element carbon content prediction method and system for a coal-fired power plant, and the method comprises the steps: obtaining industrial analysis data and element analysis data of coal as fired; constructing a Gaussian process regression model; performing parameter de...
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 | ZHAO WEN ZHU JIEWEN CHEN JINGLING XU GUOQIANG WANG QIXIANG ZHOU CHUNLEI SHI TIAN SUN SHUANZHU WU SUOZHEN GAO YUAN SUN BIN WANG MING |
| description | The invention provides a coal element carbon content prediction method and system for a coal-fired power plant, and the method comprises the steps: obtaining industrial analysis data and element analysis data of coal as fired; constructing a Gaussian process regression model; performing parameter debugging on the Gaussian process regression model to obtain an element carbon content prediction model; and inputting industrial analysis data of coal as fired into the elemental carbon content prediction model to obtain a predicted value of the elemental carbon content of the coal type. According to the invention, the obtained coal quality industrial analysis data is used as model input to realize high-precision prediction of the elemental carbon content of the coal; the method is used for supervising the carbon emission accounting process of a coal-fired power generation enterprise and reducing adverse effects caused by data quality and data checking problems.
本发明提供一种燃煤电厂煤种元素碳含量预测方法和系统，其中，方法包括获取入炉煤工业分析数据和元素分析数据；构建 |
| format | Patent |
| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_CN117494004A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>CN117494004A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_CN117494004A3</originalsourceid><addsrcrecordid>eNqNizEKAjEQRbexEPUO4wEWdjEglrIoNlrZWSxjMtFAdiYkA-LtDeIBrN7n8d-8uZ1Jn-IA2UF5F6UJvGRImVywGvgBFGkiVoxgMd-FwQprFSC-zqoDf9n6UCNI8qLaR2RdNjOPsdDqx0WzPh6uw6mlJCOVhJaYdBwufb81O9N1Zr_55_MBSC87Gw</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>Method and system for predicting elemental carbon content of coal in coal-fired power plant</title><source>esp@cenet</source><creator>ZHAO WEN ; ZHU JIEWEN ; CHEN JINGLING ; XU GUOQIANG ; WANG QIXIANG ; ZHOU CHUNLEI ; SHI TIAN ; SUN SHUANZHU ; WU SUOZHEN ; GAO YUAN ; SUN BIN ; WANG MING</creator><creatorcontrib>ZHAO WEN ; ZHU JIEWEN ; CHEN JINGLING ; XU GUOQIANG ; WANG QIXIANG ; ZHOU CHUNLEI ; SHI TIAN ; SUN SHUANZHU ; WU SUOZHEN ; GAO YUAN ; SUN BIN ; WANG MING</creatorcontrib><description>The invention provides a coal element carbon content prediction method and system for a coal-fired power plant, and the method comprises the steps: obtaining industrial analysis data and element analysis data of coal as fired; constructing a Gaussian process regression model; performing parameter debugging on the Gaussian process regression model to obtain an element carbon content prediction model; and inputting industrial analysis data of coal as fired into the elemental carbon content prediction model to obtain a predicted value of the elemental carbon content of the coal type. According to the invention, the obtained coal quality industrial analysis data is used as model input to realize high-precision prediction of the elemental carbon content of the coal; the method is used for supervising the carbon emission accounting process of a coal-fired power generation enterprise and reducing adverse effects caused by data quality and data checking problems.
本发明提供一种燃煤电厂煤种元素碳含量预测方法和系统，其中，方法包括获取入炉煤工业分析数据和元素分析数据；构建</description><language>chi ; eng</language><subject>CALCULATING ; 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=20240202&DB=EPODOC&CC=CN&NR=117494004A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240202&DB=EPODOC&CC=CN&NR=117494004A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>ZHAO WEN</creatorcontrib><creatorcontrib>ZHU JIEWEN</creatorcontrib><creatorcontrib>CHEN JINGLING</creatorcontrib><creatorcontrib>XU GUOQIANG</creatorcontrib><creatorcontrib>WANG QIXIANG</creatorcontrib><creatorcontrib>ZHOU CHUNLEI</creatorcontrib><creatorcontrib>SHI TIAN</creatorcontrib><creatorcontrib>SUN SHUANZHU</creatorcontrib><creatorcontrib>WU SUOZHEN</creatorcontrib><creatorcontrib>GAO YUAN</creatorcontrib><creatorcontrib>SUN BIN</creatorcontrib><creatorcontrib>WANG MING</creatorcontrib><title>Method and system for predicting elemental carbon content of coal in coal-fired power plant</title><description>The invention provides a coal element carbon content prediction method and system for a coal-fired power plant, and the method comprises the steps: obtaining industrial analysis data and element analysis data of coal as fired; constructing a Gaussian process regression model; performing parameter debugging on the Gaussian process regression model to obtain an element carbon content prediction model; and inputting industrial analysis data of coal as fired into the elemental carbon content prediction model to obtain a predicted value of the elemental carbon content of the coal type. According to the invention, the obtained coal quality industrial analysis data is used as model input to realize high-precision prediction of the elemental carbon content of the coal; the method is used for supervising the carbon emission accounting process of a coal-fired power generation enterprise and reducing adverse effects caused by data quality and data checking problems.
本发明提供一种燃煤电厂煤种元素碳含量预测方法和系统，其中，方法包括获取入炉煤工业分析数据和元素分析数据；构建</description><subject>CALCULATING</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>eNqNizEKAjEQRbexEPUO4wEWdjEglrIoNlrZWSxjMtFAdiYkA-LtDeIBrN7n8d-8uZ1Jn-IA2UF5F6UJvGRImVywGvgBFGkiVoxgMd-FwQprFSC-zqoDf9n6UCNI8qLaR2RdNjOPsdDqx0WzPh6uw6mlJCOVhJaYdBwufb81O9N1Zr_55_MBSC87Gw</recordid><startdate>20240202</startdate><enddate>20240202</enddate><creator>ZHAO WEN</creator><creator>ZHU JIEWEN</creator><creator>CHEN JINGLING</creator><creator>XU GUOQIANG</creator><creator>WANG QIXIANG</creator><creator>ZHOU CHUNLEI</creator><creator>SHI TIAN</creator><creator>SUN SHUANZHU</creator><creator>WU SUOZHEN</creator><creator>GAO YUAN</creator><creator>SUN BIN</creator><creator>WANG MING</creator><scope>EVB</scope></search><sort><creationdate>20240202</creationdate><title>Method and system for predicting elemental carbon content of coal in coal-fired power plant</title><author>ZHAO WEN ; ZHU JIEWEN ; CHEN JINGLING ; XU GUOQIANG ; WANG QIXIANG ; ZHOU CHUNLEI ; SHI TIAN ; SUN SHUANZHU ; WU SUOZHEN ; GAO YUAN ; SUN BIN ; WANG MING</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN117494004A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2024</creationdate><topic>CALCULATING</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>ZHAO WEN</creatorcontrib><creatorcontrib>ZHU JIEWEN</creatorcontrib><creatorcontrib>CHEN JINGLING</creatorcontrib><creatorcontrib>XU GUOQIANG</creatorcontrib><creatorcontrib>WANG QIXIANG</creatorcontrib><creatorcontrib>ZHOU CHUNLEI</creatorcontrib><creatorcontrib>SHI TIAN</creatorcontrib><creatorcontrib>SUN SHUANZHU</creatorcontrib><creatorcontrib>WU SUOZHEN</creatorcontrib><creatorcontrib>GAO YUAN</creatorcontrib><creatorcontrib>SUN BIN</creatorcontrib><creatorcontrib>WANG MING</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>ZHAO WEN</au><au>ZHU JIEWEN</au><au>CHEN JINGLING</au><au>XU GUOQIANG</au><au>WANG QIXIANG</au><au>ZHOU CHUNLEI</au><au>SHI TIAN</au><au>SUN SHUANZHU</au><au>WU SUOZHEN</au><au>GAO YUAN</au><au>SUN BIN</au><au>WANG MING</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Method and system for predicting elemental carbon content of coal in coal-fired power plant</title><date>2024-02-02</date><risdate>2024</risdate><abstract>The invention provides a coal element carbon content prediction method and system for a coal-fired power plant, and the method comprises the steps: obtaining industrial analysis data and element analysis data of coal as fired; constructing a Gaussian process regression model; performing parameter debugging on the Gaussian process regression model to obtain an element carbon content prediction model; and inputting industrial analysis data of coal as fired into the elemental carbon content prediction model to obtain a predicted value of the elemental carbon content of the coal type. According to the invention, the obtained coal quality industrial analysis data is used as model input to realize high-precision prediction of the elemental carbon content of the coal; the method is used for supervising the carbon emission accounting process of a coal-fired power generation enterprise and reducing adverse effects caused by data quality and data checking problems.
本发明提供一种燃煤电厂煤种元素碳含量预测方法和系统，其中，方法包括获取入炉煤工业分析数据和元素分析数据；构建</abstract><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | |
| ispartof | |
| issn | |
| language | chi ; eng |
| recordid | cdi_epo_espacenet_CN117494004A |
| source | esp@cenet |
| subjects | CALCULATING 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 | Method and system for predicting elemental carbon content of coal in coal-fired power plant |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-24T00%3A44%3A08IST&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=ZHAO%20WEN&rft.date=2024-02-02&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3ECN117494004A%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 |