Statistical monitoring of complex multivariate processes: with applications in industrial process control
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Chichester, West Sussex, U.K.
Wiley
2012
|
| Schriftenreihe: | Statistics in practice
|
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 Volltext |
| Beschreibung: | Includes bibliographical references and index "The development and application of multivariate statistical techniques in process monitoring has gained substantial interest over the past two decades in academia and industry alike. Initially developed for monitoring and fault diagnosis in complex systems, such techniques have been refined and applied in various engineering areas, for example mechanical and manufacturing, chemical, electrical and electronic, and power engineering. The recipe for the tremendous interest in multivariate statistical techniques lies in its simplicity and adaptability for developing monitoring applications. In contrast, competitive model, signal or knowledge based techniques showed their potential only whenever cost-benefit economics have justified the required effort in developing applications. Statistical Monitoring of Complex Multivariate Processes presents recent advances in statistics based process monitoring, explaining how these processes can now be used in areas such as mechanical and manufacturing engineering for example, in addition to the traditional chemical industry."-- |
| Beschreibung: | 1 Online-Ressource (xxix, 437 pages) |
| ISBN: | 9780470517253 0470517255 9781118381267 1118381262 9780470517246 0470517247 9780470028193 047002819X 9781118381274 1118381270 |
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| 650 | 4 | |a Multivariate analysis | |
| 650 | 7 | |a MATHEMATICS / Probability & Statistics / Multivariate Analysis |2 bisacsh | |
| 650 | 7 | |a Multivariate analysis |2 fast | |
| 650 | 4 | |a Multivariate analysis | |
| 650 | 0 | 7 | |a Multivariate Daten |0 (DE-588)4195680-1 |2 gnd |9 rswk-swf |
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Datensatz im Suchindex
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| author | Krüger, Uwe |
| author_facet | Krüger, Uwe |
| author_role | aut |
| author_sort | Krüger, Uwe |
| author_variant | u k uk |
| building | Verbundindex |
| bvnumber | BV043394589 |
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| dewey-full | 519.5/35 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/35 |
| dewey-search | 519.5/35 |
| dewey-sort | 3519.5 235 |
| dewey-tens | 510 - Mathematics |
| discipline | Pädagogik Soziologie Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV043394589 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:47Z |
| institution | BVB |
| isbn | 9780470517253 0470517255 9781118381267 1118381262 9780470517246 0470517247 9780470028193 047002819X 9781118381274 1118381270 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028813173 |
| oclc_num | 794922820 |
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| owner | DE-861 |
| owner_facet | DE-861 |
| physical | 1 Online-Ressource (xxix, 437 pages) |
| psigel | ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC |
| publishDate | 2012 |
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| publisher | Wiley |
| record_format | marc |
| series2 | Statistics in practice |
| spelling | Krüger, Uwe Verfasser aut Statistical monitoring of complex multivariate processes with applications in industrial process control Uwe Kruger and Lei Xie Chichester, West Sussex, U.K. Wiley 2012 1 Online-Ressource (xxix, 437 pages) txt rdacontent c rdamedia cr rdacarrier Statistics in practice Includes bibliographical references and index "The development and application of multivariate statistical techniques in process monitoring has gained substantial interest over the past two decades in academia and industry alike. Initially developed for monitoring and fault diagnosis in complex systems, such techniques have been refined and applied in various engineering areas, for example mechanical and manufacturing, chemical, electrical and electronic, and power engineering. The recipe for the tremendous interest in multivariate statistical techniques lies in its simplicity and adaptability for developing monitoring applications. In contrast, competitive model, signal or knowledge based techniques showed their potential only whenever cost-benefit economics have justified the required effort in developing applications. Statistical Monitoring of Complex Multivariate Processes presents recent advances in statistics based process monitoring, explaining how these processes can now be used in areas such as mechanical and manufacturing engineering for example, in addition to the traditional chemical industry."-- Multivariate analysis MATHEMATICS / Probability & Statistics / Multivariate Analysis bisacsh Multivariate analysis fast Multivariate Daten (DE-588)4195680-1 gnd rswk-swf Statistische Prozesslenkung (DE-588)4249675-5 gnd rswk-swf Statistische Prozesslenkung (DE-588)4249675-5 s Multivariate Daten (DE-588)4195680-1 s 1\p DE-604 Xie, Lei Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 978-1-119-97829-9 https://onlinelibrary.wiley.com/doi/book/10.1002/9780470517253 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Krüger, Uwe Statistical monitoring of complex multivariate processes with applications in industrial process control Multivariate analysis MATHEMATICS / Probability & Statistics / Multivariate Analysis bisacsh Multivariate analysis fast Multivariate Daten (DE-588)4195680-1 gnd Statistische Prozesslenkung (DE-588)4249675-5 gnd |
| subject_GND | (DE-588)4195680-1 (DE-588)4249675-5 |
| title | Statistical monitoring of complex multivariate processes with applications in industrial process control |
| title_auth | Statistical monitoring of complex multivariate processes with applications in industrial process control |
| title_exact_search | Statistical monitoring of complex multivariate processes with applications in industrial process control |
| title_full | Statistical monitoring of complex multivariate processes with applications in industrial process control Uwe Kruger and Lei Xie |
| title_fullStr | Statistical monitoring of complex multivariate processes with applications in industrial process control Uwe Kruger and Lei Xie |
| title_full_unstemmed | Statistical monitoring of complex multivariate processes with applications in industrial process control Uwe Kruger and Lei Xie |
| title_short | Statistical monitoring of complex multivariate processes |
| title_sort | statistical monitoring of complex multivariate processes with applications in industrial process control |
| title_sub | with applications in industrial process control |
| topic | Multivariate analysis MATHEMATICS / Probability & Statistics / Multivariate Analysis bisacsh Multivariate analysis fast Multivariate Daten (DE-588)4195680-1 gnd Statistische Prozesslenkung (DE-588)4249675-5 gnd |
| topic_facet | Multivariate analysis MATHEMATICS / Probability & Statistics / Multivariate Analysis Multivariate Daten Statistische Prozesslenkung |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470517253 |
| work_keys_str_mv | AT krugeruwe statisticalmonitoringofcomplexmultivariateprocesseswithapplicationsinindustrialprocesscontrol AT xielei statisticalmonitoringofcomplexmultivariateprocesseswithapplicationsinindustrialprocesscontrol |