Evaluation of three models for calculating daily global solar radiation at Yushu, Tibet
This study presents an analysis of the relationship between global solar radiation and the sunshine duration at Yushu using linear regression methods (Linear model, Quadratic model and Cubic model), which were previously used by researchers commonly. The global solar radiations estimated from the th...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Tagungsbericht |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 1255 |
|---|---|
| container_issue | |
| container_start_page | 1252 |
| container_title | |
| container_volume | |
| creator | Liu Yuehua Jiang Yingni Chen Xinxiao |
| description | This study presents an analysis of the relationship between global solar radiation and the sunshine duration at Yushu using linear regression methods (Linear model, Quadratic model and Cubic model), which were previously used by researchers commonly. The global solar radiations estimated from the three models were compared with the measured values. Performance of the three models is evaluated by the following statistical error tests: the mean percentage error (MPE), mean bias error (MBE) and root mean square error (RMSE). Correlation coefficient R is also used to evaluate the accuracy of the models. Comparisons show that all the three models used in the present paper give very good results, and that the Quadratic method presents comparatively more accurate results than other models. |
| doi_str_mv | 10.1109/CECNET.2011.5769043 |
| format | Conference Proceeding |
| fullrecord | <record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_5769043</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>5769043</ieee_id><sourcerecordid>5769043</sourcerecordid><originalsourceid>FETCH-LOGICAL-i90t-654441341a449a27c060d41689ff7810bd6c7a84f81459a99c1d71e841a376f3</originalsourceid><addsrcrecordid>eNo1UNtKw0AUXBFBrfmCvuwH2LgnOdnLo4R4gaIPBsSncpLstivbRrKJ0L830DovwzDMwAxjSxApgDAPZVW-VXWaCYC0UNIIzC9YYpQGCZlGLFR2yW7_hdbXLInxW8yQRYYAN-yz-qUw0ej7A-8dH3eDtXzfdzZE7vqBtxTaKcz-Ycs78uHIt6FvKPDYBxr4QJ0_hWnkX1PcTfe89o0d79iVoxBtcuYF-3iq6vJltX5_fi0f1ytvxLiSBSJCjkCIhjLVCik6BKmNc_MI0XSyVaTRacDCkDEtdAqsngO5ki5fsOWp1VtrNz-D39Nw3JyfyP8AmMZRkg</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>Evaluation of three models for calculating daily global solar radiation at Yushu, Tibet</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Liu Yuehua ; Jiang Yingni ; Chen Xinxiao</creator><creatorcontrib>Liu Yuehua ; Jiang Yingni ; Chen Xinxiao</creatorcontrib><description>This study presents an analysis of the relationship between global solar radiation and the sunshine duration at Yushu using linear regression methods (Linear model, Quadratic model and Cubic model), which were previously used by researchers commonly. The global solar radiations estimated from the three models were compared with the measured values. Performance of the three models is evaluated by the following statistical error tests: the mean percentage error (MPE), mean bias error (MBE) and root mean square error (RMSE). Correlation coefficient R is also used to evaluate the accuracy of the models. Comparisons show that all the three models used in the present paper give very good results, and that the Quadratic method presents comparatively more accurate results than other models.</description><identifier>ISBN: 1612844588</identifier><identifier>ISBN: 9781612844589</identifier><identifier>EISBN: 9781612844572</identifier><identifier>EISBN: 1612844596</identifier><identifier>EISBN: 9781612844596</identifier><identifier>EISBN: 161284457X</identifier><identifier>DOI: 10.1109/CECNET.2011.5769043</identifier><language>eng</language><publisher>IEEE</publisher><subject>Biological system modeling ; daily global radiation ; Data models ; Energy conversion ; Estimation ; Extraterrestrial measurements ; predicted solar radiation ; Predictive models ; Solar radiation ; sunshine duration</subject><ispartof>2011 International Conference on Consumer Electronics, Communications and Networks (CECNet), 2011, p.1252-1255</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/5769043$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2058,27925,54920</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/5769043$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Liu Yuehua</creatorcontrib><creatorcontrib>Jiang Yingni</creatorcontrib><creatorcontrib>Chen Xinxiao</creatorcontrib><title>Evaluation of three models for calculating daily global solar radiation at Yushu, Tibet</title><title>2011 International Conference on Consumer Electronics, Communications and Networks (CECNet)</title><addtitle>CECNET</addtitle><description>This study presents an analysis of the relationship between global solar radiation and the sunshine duration at Yushu using linear regression methods (Linear model, Quadratic model and Cubic model), which were previously used by researchers commonly. The global solar radiations estimated from the three models were compared with the measured values. Performance of the three models is evaluated by the following statistical error tests: the mean percentage error (MPE), mean bias error (MBE) and root mean square error (RMSE). Correlation coefficient R is also used to evaluate the accuracy of the models. Comparisons show that all the three models used in the present paper give very good results, and that the Quadratic method presents comparatively more accurate results than other models.</description><subject>Biological system modeling</subject><subject>daily global radiation</subject><subject>Data models</subject><subject>Energy conversion</subject><subject>Estimation</subject><subject>Extraterrestrial measurements</subject><subject>predicted solar radiation</subject><subject>Predictive models</subject><subject>Solar radiation</subject><subject>sunshine duration</subject><isbn>1612844588</isbn><isbn>9781612844589</isbn><isbn>9781612844572</isbn><isbn>1612844596</isbn><isbn>9781612844596</isbn><isbn>161284457X</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2011</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNo1UNtKw0AUXBFBrfmCvuwH2LgnOdnLo4R4gaIPBsSncpLstivbRrKJ0L830DovwzDMwAxjSxApgDAPZVW-VXWaCYC0UNIIzC9YYpQGCZlGLFR2yW7_hdbXLInxW8yQRYYAN-yz-qUw0ej7A-8dH3eDtXzfdzZE7vqBtxTaKcz-Ycs78uHIt6FvKPDYBxr4QJ0_hWnkX1PcTfe89o0d79iVoxBtcuYF-3iq6vJltX5_fi0f1ytvxLiSBSJCjkCIhjLVCik6BKmNc_MI0XSyVaTRacDCkDEtdAqsngO5ki5fsOWp1VtrNz-D39Nw3JyfyP8AmMZRkg</recordid><startdate>201104</startdate><enddate>201104</enddate><creator>Liu Yuehua</creator><creator>Jiang Yingni</creator><creator>Chen Xinxiao</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201104</creationdate><title>Evaluation of three models for calculating daily global solar radiation at Yushu, Tibet</title><author>Liu Yuehua ; Jiang Yingni ; Chen Xinxiao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-654441341a449a27c060d41689ff7810bd6c7a84f81459a99c1d71e841a376f3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Biological system modeling</topic><topic>daily global radiation</topic><topic>Data models</topic><topic>Energy conversion</topic><topic>Estimation</topic><topic>Extraterrestrial measurements</topic><topic>predicted solar radiation</topic><topic>Predictive models</topic><topic>Solar radiation</topic><topic>sunshine duration</topic><toplevel>online_resources</toplevel><creatorcontrib>Liu Yuehua</creatorcontrib><creatorcontrib>Jiang Yingni</creatorcontrib><creatorcontrib>Chen Xinxiao</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Liu Yuehua</au><au>Jiang Yingni</au><au>Chen Xinxiao</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Evaluation of three models for calculating daily global solar radiation at Yushu, Tibet</atitle><btitle>2011 International Conference on Consumer Electronics, Communications and Networks (CECNet)</btitle><stitle>CECNET</stitle><date>2011-04</date><risdate>2011</risdate><spage>1252</spage><epage>1255</epage><pages>1252-1255</pages><isbn>1612844588</isbn><isbn>9781612844589</isbn><eisbn>9781612844572</eisbn><eisbn>1612844596</eisbn><eisbn>9781612844596</eisbn><eisbn>161284457X</eisbn><abstract>This study presents an analysis of the relationship between global solar radiation and the sunshine duration at Yushu using linear regression methods (Linear model, Quadratic model and Cubic model), which were previously used by researchers commonly. The global solar radiations estimated from the three models were compared with the measured values. Performance of the three models is evaluated by the following statistical error tests: the mean percentage error (MPE), mean bias error (MBE) and root mean square error (RMSE). Correlation coefficient R is also used to evaluate the accuracy of the models. Comparisons show that all the three models used in the present paper give very good results, and that the Quadratic method presents comparatively more accurate results than other models.</abstract><pub>IEEE</pub><doi>10.1109/CECNET.2011.5769043</doi><tpages>4</tpages></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | ISBN: 1612844588 |
| ispartof | 2011 International Conference on Consumer Electronics, Communications and Networks (CECNet), 2011, p.1252-1255 |
| issn | |
| language | eng |
| recordid | cdi_ieee_primary_5769043 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Biological system modeling daily global radiation Data models Energy conversion Estimation Extraterrestrial measurements predicted solar radiation Predictive models Solar radiation sunshine duration |
| title | Evaluation of three models for calculating daily global solar radiation at Yushu, Tibet |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T23%3A06%3A27IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=Evaluation%20of%20three%20models%20for%20calculating%20daily%20global%20solar%20radiation%20at%20Yushu,%20Tibet&rft.btitle=2011%20International%20Conference%20on%20Consumer%20Electronics,%20Communications%20and%20Networks%20(CECNet)&rft.au=Liu%20Yuehua&rft.date=2011-04&rft.spage=1252&rft.epage=1255&rft.pages=1252-1255&rft.isbn=1612844588&rft.isbn_list=9781612844589&rft_id=info:doi/10.1109/CECNET.2011.5769043&rft_dat=%3Cieee_6IE%3E5769043%3C/ieee_6IE%3E%3Curl%3E%3C/url%3E&rft.eisbn=9781612844572&rft.eisbn_list=1612844596&rft.eisbn_list=9781612844596&rft.eisbn_list=161284457X&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=5769043&rfr_iscdi=true |