Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems / Fouzi Harrou, Ying Sun.
Fault detection, control, and forecasting have a vital role in renewable energy systems (Photovoltaics (PV) and wind turbines (WTs)) to improve their productivity, ef?ciency, and safety, and to avoid expensive maintenance. For instance, the main crucial and challenging issue in solar and wind energy...
Saved in:
TeilnehmendeR: | |
---|---|
Place / Publishing House: | [s.l.] : : IntechOpen,, 2020. |
Year of Publication: | 2020 |
Edition: | 1st ed. |
Language: | English |
Physical Description: | 1 online resource (1 p.) |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
993544671004498 |
---|---|
ctrlnum |
(CKB)5490000000052505 (ScCtBLL)f5aaa381-0876-428d-8991-f2ae3f6061bd (oapen)https://directory.doabooks.org/handle/20.500.12854/29934 (MiAaPQ)EBC30390421 (Au-PeEL)EBL30390421 (EXLCZ)995490000000052505 |
collection |
bib_alma |
record_format |
marc |
spelling |
Harrou, Fouzi edt Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems Fouzi Harrou, Ying Sun. 1st ed. 2020 [s.l.] : IntechOpen, 2020. 1 online resource (1 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Description based on print version record. Open access Unrestricted online access star Fault detection, control, and forecasting have a vital role in renewable energy systems (Photovoltaics (PV) and wind turbines (WTs)) to improve their productivity, ef?ciency, and safety, and to avoid expensive maintenance. For instance, the main crucial and challenging issue in solar and wind energy production is the volatility of intermittent power generation due mainly to weather conditions. This fact usually limits the integration of PV systems and WTs into the power grid. Hence, accurately forecasting power generation in PV and WTs is of great importance for daily/hourly efficient management of power grid production, delivery, and storage, as well as for decision-making on the energy market. Also, accurate and prompt fault detection and diagnosis strategies are required to improve efficiencies of renewable energy systems, avoid the high cost of maintenance, and reduce risks of fire hazards, which could affect both personnel and installed equipment. This book intends to provide the reader with advanced statistical modeling, forecasting, and fault detection techniques in renewable energy systems. CC BY-NC English Knowledge Unlatched Technology & Engineering / Power Resources / Alternative & Renewable bisacsh Technology Technology & Engineering Power Resources Alternative & Renewable Harrou, Fouzi editor. Sun, Ying editor. |
language |
English |
format |
eBook |
author2 |
Harrou, Fouzi Sun, Ying |
author_facet |
Harrou, Fouzi Sun, Ying |
author2_variant |
f h fh f h fh y s ys |
author2_role |
TeilnehmendeR TeilnehmendeR |
title |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems |
spellingShingle |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems |
title_full |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems Fouzi Harrou, Ying Sun. |
title_fullStr |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems Fouzi Harrou, Ying Sun. |
title_full_unstemmed |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems Fouzi Harrou, Ying Sun. |
title_auth |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems |
title_new |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems |
title_sort |
advanced statistical modeling, forecasting, and fault detection in renewable energy systems |
publisher |
IntechOpen, |
publishDate |
2020 |
physical |
1 online resource (1 p.) |
edition |
1st ed. |
isbn |
1-83880-546-X |
illustrated |
Not Illustrated |
work_keys_str_mv |
AT harroufouzi advancedstatisticalmodelingforecastingandfaultdetectioninrenewableenergysystems AT sunying advancedstatisticalmodelingforecastingandfaultdetectioninrenewableenergysystems |
status_str |
n |
ids_txt_mv |
(CKB)5490000000052505 (ScCtBLL)f5aaa381-0876-428d-8991-f2ae3f6061bd (oapen)https://directory.doabooks.org/handle/20.500.12854/29934 (MiAaPQ)EBC30390421 (Au-PeEL)EBL30390421 (EXLCZ)995490000000052505 |
carrierType_str_mv |
cr |
is_hierarchy_title |
Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems |
author2_original_writing_str_mv |
noLinkedField noLinkedField |
_version_ |
1787548444998500352 |
fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02682nam a22004697a 4500</leader><controlfield tag="001">993544671004498</controlfield><controlfield tag="005">20230804155000.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr#u||||||||||</controlfield><controlfield tag="008">211214p20202020xx o u00| u eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1-83880-546-X</subfield></datafield><datafield tag="024" ind1="8" ind2=" "><subfield code="a">http://dx.doi.org/10.5772/intechopen.85999</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)5490000000052505</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ScCtBLL)f5aaa381-0876-428d-8991-f2ae3f6061bd</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(oapen)https://directory.doabooks.org/handle/20.500.12854/29934</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(MiAaPQ)EBC30390421</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(Au-PeEL)EBL30390421</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)995490000000052505</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">ScCtBLL</subfield><subfield code="c">ScCtBLL</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Harrou, Fouzi</subfield><subfield code="4">edt</subfield></datafield><datafield tag="245" ind1="0" ind2="0"><subfield code="a">Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems</subfield><subfield code="c">Fouzi Harrou, Ying Sun.</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1st ed.</subfield></datafield><datafield tag="260" ind1=" " ind2=" "><subfield code="c">2020</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[s.l.] :</subfield><subfield code="b">IntechOpen,</subfield><subfield code="c">2020.</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (1 p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Description based on print version record.</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="a">Open access</subfield><subfield code="f">Unrestricted online access</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Fault detection, control, and forecasting have a vital role in renewable energy systems (Photovoltaics (PV) and wind turbines (WTs)) to improve their productivity, ef?ciency, and safety, and to avoid expensive maintenance. For instance, the main crucial and challenging issue in solar and wind energy production is the volatility of intermittent power generation due mainly to weather conditions. This fact usually limits the integration of PV systems and WTs into the power grid. Hence, accurately forecasting power generation in PV and WTs is of great importance for daily/hourly efficient management of power grid production, delivery, and storage, as well as for decision-making on the energy market. Also, accurate and prompt fault detection and diagnosis strategies are required to improve efficiencies of renewable energy systems, avoid the high cost of maintenance, and reduce risks of fire hazards, which could affect both personnel and installed equipment. This book intends to provide the reader with advanced statistical modeling, forecasting, and fault detection techniques in renewable energy systems.</subfield></datafield><datafield tag="540" ind1=" " ind2=" "><subfield code="f">CC BY-NC</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English</subfield></datafield><datafield tag="536" ind1=" " ind2=" "><subfield code="a">Knowledge Unlatched</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Technology & Engineering / Power Resources / Alternative & Renewable</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Technology</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Technology & Engineering</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Power Resources</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Alternative & Renewable</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Harrou, Fouzi</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Sun, Ying</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2023-08-11 01:37:50 Europe/Vienna</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2021-02-25 14:04:33 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5339616690004498&Force_direct=true</subfield><subfield code="Z">5339616690004498</subfield><subfield code="b">Available</subfield><subfield code="8">5339616690004498</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5337713820004498&Force_direct=true</subfield><subfield code="Z">5337713820004498</subfield><subfield code="b">Available</subfield><subfield code="8">5337713820004498</subfield></datafield></record></collection> |