Fault diagnosis and sustainable control of wind turbines: robust data-driven and model-based strategies
Fault Diagnosis and Sustainable Control of Wind Turbines: Robust Data-Driven and Model-Based Strategies discusses the development of reliable and robust fault diagnosis and fault-tolerant ('sustainable') control schemes by means of data-driven and model-based approaches. These strategies a...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Oxford, United Kingdom
Butterworth-Heinemann
[2018]
|
| Schlagworte: | |
| Online-Zugang: | FAW01 FLA01 Volltext Volltext Volltext |
| Zusammenfassung: | Fault Diagnosis and Sustainable Control of Wind Turbines: Robust Data-Driven and Model-Based Strategies discusses the development of reliable and robust fault diagnosis and fault-tolerant ('sustainable') control schemes by means of data-driven and model-based approaches. These strategies are able to cope with unknown nonlinear systems and noisy measurements. The book also discusses simpler solutions relying on data-driven and model-based methodologies, which are key when on-line implementations are considered for the proposed schemes. The book targets both professional engineers working in industry and researchers in academic and scientific institutions. In order to improve the safety, reliability and efficiency of wind turbine systems, thus avoiding expensive unplanned maintenance, the accommodation of faults in their early occurrence is fundamental. To highlight the potential of the proposed methods in real applications, hardware-in-the-loop test facilities (representing realistic wind turbine systems) are considered to analyze the digital implementation of the designed solutions. The achieved results show that the developed schemes are able to maintain the desired performances, thus validating their reliability and viability in real-time implementations. Different groups of readers-ranging from industrial engineers wishing to gain insight into the applications' potential of new fault diagnosis and sustainable control methods, to the academic control community looking for new problems to tackle-will find much to learn from this work |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 1 online resource |
| ISBN: | 9780128129852 0128129859 |
Internformat
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV045382846 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 181228s2018 |||| o||u| ||||||eng d | ||
| 020 | |a 9780128129852 |9 978-0-12-812985-2 | ||
| 020 | |a 0128129859 |9 0-12-812985-9 | ||
| 035 | |a (ZDB-33-ESD)on1018307503 | ||
| 035 | |a (ZDB-33-EBS)on1018307503 | ||
| 035 | |a (OCoLC)1018307503 | ||
| 035 | |a (DE-599)BVBBV045382846 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-1046 | ||
| 082 | 0 | |a 621.31/2136 |2 23 | |
| 100 | 1 | |a Simani, Silvio |d 1971- |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Fault diagnosis and sustainable control of wind turbines |b robust data-driven and model-based strategies |c Silvio Simani, Saverio Farsoni |
| 264 | 1 | |a Oxford, United Kingdom |b Butterworth-Heinemann |c [2018] | |
| 300 | |a 1 online resource | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 520 | |a Fault Diagnosis and Sustainable Control of Wind Turbines: Robust Data-Driven and Model-Based Strategies discusses the development of reliable and robust fault diagnosis and fault-tolerant ('sustainable') control schemes by means of data-driven and model-based approaches. These strategies are able to cope with unknown nonlinear systems and noisy measurements. The book also discusses simpler solutions relying on data-driven and model-based methodologies, which are key when on-line implementations are considered for the proposed schemes. The book targets both professional engineers working in industry and researchers in academic and scientific institutions. In order to improve the safety, reliability and efficiency of wind turbine systems, thus avoiding expensive unplanned maintenance, the accommodation of faults in their early occurrence is fundamental. To highlight the potential of the proposed methods in real applications, hardware-in-the-loop test facilities (representing realistic wind turbine systems) are considered to analyze the digital implementation of the designed solutions. The achieved results show that the developed schemes are able to maintain the desired performances, thus validating their reliability and viability in real-time implementations. Different groups of readers-ranging from industrial engineers wishing to gain insight into the applications' potential of new fault diagnosis and sustainable control methods, to the academic control community looking for new problems to tackle-will find much to learn from this work | ||
| 650 | 7 | |a TECHNOLOGY & ENGINEERING / Mechanical |2 bisacsh | |
| 650 | 7 | |a Wind turbines |2 fast | |
| 650 | 4 | |a Wind turbines | |
| 700 | 1 | |a Farsoni, Saverio |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 9780128129845 |
| 856 | 4 | 0 | |u http://www.sciencedirect.com/science/book/9780128129845 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 856 | 4 | 0 | |u https://www.sciencedirect.com/science/book/9780128129845 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 856 | 4 | 0 | |u http://ezaccess.libraries.psu.edu/login?url=https://www.sciencedirect.com/science/book/9780128129845 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 912 | |a ZDB-33-ESD |a ZDB-33-EBS | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-030769179 | ||
| 966 | e | |u https://www.sciencedirect.com/science/book/9780128129845 |l FAW01 |p ZDB-33-ESD |q FAW_PDA_ESD |x Verlag |3 Volltext | |
| 966 | e | |u http://www.sciencedirect.com/science/book/9780128129845 |l FLA01 |p ZDB-33-ESD |q FLA_PDA_ESD |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804179235399532545 |
|---|---|
| any_adam_object | |
| author | Simani, Silvio 1971- Farsoni, Saverio |
| author_facet | Simani, Silvio 1971- Farsoni, Saverio |
| author_role | aut aut |
| author_sort | Simani, Silvio 1971- |
| author_variant | s s ss s f sf |
| building | Verbundindex |
| bvnumber | BV045382846 |
| collection | ZDB-33-ESD ZDB-33-EBS |
| ctrlnum | (ZDB-33-ESD)on1018307503 (ZDB-33-EBS)on1018307503 (OCoLC)1018307503 (DE-599)BVBBV045382846 |
| dewey-full | 621.31/2136 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.31/2136 |
| dewey-search | 621.31/2136 |
| dewey-sort | 3621.31 42136 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03551nmm a2200457zc 4500</leader><controlfield tag="001">BV045382846</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">181228s2018 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780128129852</subfield><subfield code="9">978-0-12-812985-2</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0128129859</subfield><subfield code="9">0-12-812985-9</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-33-ESD)on1018307503</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-33-EBS)on1018307503</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1018307503</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV045382846</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1046</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">621.31/2136</subfield><subfield code="2">23</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Simani, Silvio</subfield><subfield code="d">1971-</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Fault diagnosis and sustainable control of wind turbines</subfield><subfield code="b">robust data-driven and model-based strategies</subfield><subfield code="c">Silvio Simani, Saverio Farsoni</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Oxford, United Kingdom</subfield><subfield code="b">Butterworth-Heinemann</subfield><subfield code="c">[2018]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Fault Diagnosis and Sustainable Control of Wind Turbines: Robust Data-Driven and Model-Based Strategies discusses the development of reliable and robust fault diagnosis and fault-tolerant ('sustainable') control schemes by means of data-driven and model-based approaches. These strategies are able to cope with unknown nonlinear systems and noisy measurements. The book also discusses simpler solutions relying on data-driven and model-based methodologies, which are key when on-line implementations are considered for the proposed schemes. The book targets both professional engineers working in industry and researchers in academic and scientific institutions. In order to improve the safety, reliability and efficiency of wind turbine systems, thus avoiding expensive unplanned maintenance, the accommodation of faults in their early occurrence is fundamental. To highlight the potential of the proposed methods in real applications, hardware-in-the-loop test facilities (representing realistic wind turbine systems) are considered to analyze the digital implementation of the designed solutions. The achieved results show that the developed schemes are able to maintain the desired performances, thus validating their reliability and viability in real-time implementations. Different groups of readers-ranging from industrial engineers wishing to gain insight into the applications' potential of new fault diagnosis and sustainable control methods, to the academic control community looking for new problems to tackle-will find much to learn from this work</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">TECHNOLOGY & ENGINEERING / Mechanical</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Wind turbines</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Wind turbines</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Farsoni, Saverio</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">9780128129845</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://www.sciencedirect.com/science/book/9780128129845</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://www.sciencedirect.com/science/book/9780128129845</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://ezaccess.libraries.psu.edu/login?url=https://www.sciencedirect.com/science/book/9780128129845</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-33-ESD</subfield><subfield code="a">ZDB-33-EBS</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-030769179</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://www.sciencedirect.com/science/book/9780128129845</subfield><subfield code="l">FAW01</subfield><subfield code="p">ZDB-33-ESD</subfield><subfield code="q">FAW_PDA_ESD</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">http://www.sciencedirect.com/science/book/9780128129845</subfield><subfield code="l">FLA01</subfield><subfield code="p">ZDB-33-ESD</subfield><subfield code="q">FLA_PDA_ESD</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV045382846 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:16:38Z |
| institution | BVB |
| isbn | 9780128129852 0128129859 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030769179 |
| oclc_num | 1018307503 |
| open_access_boolean | |
| owner | DE-1046 |
| owner_facet | DE-1046 |
| physical | 1 online resource |
| psigel | ZDB-33-ESD ZDB-33-EBS ZDB-33-ESD FAW_PDA_ESD ZDB-33-ESD FLA_PDA_ESD |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | Butterworth-Heinemann |
| record_format | marc |
| spelling | Simani, Silvio 1971- Verfasser aut Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies Silvio Simani, Saverio Farsoni Oxford, United Kingdom Butterworth-Heinemann [2018] 1 online resource txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Fault Diagnosis and Sustainable Control of Wind Turbines: Robust Data-Driven and Model-Based Strategies discusses the development of reliable and robust fault diagnosis and fault-tolerant ('sustainable') control schemes by means of data-driven and model-based approaches. These strategies are able to cope with unknown nonlinear systems and noisy measurements. The book also discusses simpler solutions relying on data-driven and model-based methodologies, which are key when on-line implementations are considered for the proposed schemes. The book targets both professional engineers working in industry and researchers in academic and scientific institutions. In order to improve the safety, reliability and efficiency of wind turbine systems, thus avoiding expensive unplanned maintenance, the accommodation of faults in their early occurrence is fundamental. To highlight the potential of the proposed methods in real applications, hardware-in-the-loop test facilities (representing realistic wind turbine systems) are considered to analyze the digital implementation of the designed solutions. The achieved results show that the developed schemes are able to maintain the desired performances, thus validating their reliability and viability in real-time implementations. Different groups of readers-ranging from industrial engineers wishing to gain insight into the applications' potential of new fault diagnosis and sustainable control methods, to the academic control community looking for new problems to tackle-will find much to learn from this work TECHNOLOGY & ENGINEERING / Mechanical bisacsh Wind turbines fast Wind turbines Farsoni, Saverio aut Erscheint auch als Druck-Ausgabe 9780128129845 http://www.sciencedirect.com/science/book/9780128129845 Verlag URL des Erstveröffentlichers Volltext https://www.sciencedirect.com/science/book/9780128129845 Verlag URL des Erstveröffentlichers Volltext http://ezaccess.libraries.psu.edu/login?url=https://www.sciencedirect.com/science/book/9780128129845 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Simani, Silvio 1971- Farsoni, Saverio Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies TECHNOLOGY & ENGINEERING / Mechanical bisacsh Wind turbines fast Wind turbines |
| title | Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies |
| title_auth | Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies |
| title_exact_search | Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies |
| title_full | Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies Silvio Simani, Saverio Farsoni |
| title_fullStr | Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies Silvio Simani, Saverio Farsoni |
| title_full_unstemmed | Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies Silvio Simani, Saverio Farsoni |
| title_short | Fault diagnosis and sustainable control of wind turbines |
| title_sort | fault diagnosis and sustainable control of wind turbines robust data driven and model based strategies |
| title_sub | robust data-driven and model-based strategies |
| topic | TECHNOLOGY & ENGINEERING / Mechanical bisacsh Wind turbines fast Wind turbines |
| topic_facet | TECHNOLOGY & ENGINEERING / Mechanical Wind turbines |
| url | http://www.sciencedirect.com/science/book/9780128129845 https://www.sciencedirect.com/science/book/9780128129845 http://ezaccess.libraries.psu.edu/login?url=https://www.sciencedirect.com/science/book/9780128129845 |
| work_keys_str_mv | AT simanisilvio faultdiagnosisandsustainablecontrolofwindturbinesrobustdatadrivenandmodelbasedstrategies AT farsonisaverio faultdiagnosisandsustainablecontrolofwindturbinesrobustdatadrivenandmodelbasedstrategies |