Applied intelligent control of induction motor drives:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Piscataway, NJ]
IEEE Press
2011
|
| Ausgabe: | First edition |
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 FHI01 FHN01 Volltext |
| Beschreibung: | Includes bibliographical references and index "Induction motors are the most important workhorses in industry. They are mostly used as constant-speed drives when fed from a voltage source of fixed frequency. Advent of advanced power electronic converters and powerful digital signal processors, however, has made possible the development of high performance, adjustable speed AC motor drives. This book aims to explore new areas of induction motor control based on artificial intelligence (AI) techniques in order to make the controller less sensitive to parameter changes. Selected AI techniques are applied for different induction motor control strategies. The book presents a practical computer simulation model of the induction motor that could be used for studying various induction motor drive operations. The control strategies explored include expert-system-based acceleration control, hybrid-fuzzy/PI two-stage control, neural-network-based direct self control, and genetic algorithm based extended Kalman filter for rotor speed estimation. There are also chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM strategy, and experimental investigations. A chapter is provided as a primer for readers to get started with simulation studies on various AI techniques."--Publisher's description |
| Beschreibung: | 1 Online-Ressource (xxv, 421 pages) |
| ISBN: | 9780470825587 0470825588 9780470825570 047082557X 9780470828281 0470828285 0470825561 9780470825563 |
Internformat
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| 245 | 1 | 0 | |a Applied intelligent control of induction motor drives |c Tze-Fun Chan, Keli Shi |
| 250 | |a First edition | ||
| 264 | 1 | |a [Piscataway, NJ] |b IEEE Press |c 2011 | |
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| 650 | 7 | |a TECHNOLOGY & ENGINEERING / Mechanical |2 bisacsh | |
| 650 | 7 | |a Electric motors, Induction |2 fast | |
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Datensatz im Suchindex
| _version_ | 1804175969495285760 |
|---|---|
| any_adam_object | |
| author | Chan, Tze Fun |
| author_facet | Chan, Tze Fun |
| author_role | aut |
| author_sort | Chan, Tze Fun |
| author_variant | t f c tf tfc |
| building | Verbundindex |
| bvnumber | BV043392729 |
| collection | ZDB-35-WIC ZDB-35-WEL |
| ctrlnum | (ZDB-35-WIC)ocn701308664 (OCoLC)701308664 (DE-599)BVBBV043392729 |
| dewey-full | 621.46 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.46 |
| dewey-search | 621.46 |
| dewey-sort | 3621.46 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Maschinenbau / Maschinenwesen |
| edition | First edition |
| format | Electronic eBook |
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| id | DE-604.BV043392729 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:44Z |
| institution | BVB |
| isbn | 9780470825587 0470825588 9780470825570 047082557X 9780470828281 0470828285 0470825561 9780470825563 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028811313 |
| oclc_num | 701308664 |
| open_access_boolean | |
| owner | DE-861 DE-573 DE-92 |
| owner_facet | DE-861 DE-573 DE-92 |
| physical | 1 Online-Ressource (xxv, 421 pages) |
| psigel | ZDB-35-WIC ZDB-35-WEL UBG_PDA_WIC ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | IEEE Press |
| record_format | marc |
| spelling | Chan, Tze Fun Verfasser aut Applied intelligent control of induction motor drives Tze-Fun Chan, Keli Shi First edition [Piscataway, NJ] IEEE Press 2011 1 Online-Ressource (xxv, 421 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index "Induction motors are the most important workhorses in industry. They are mostly used as constant-speed drives when fed from a voltage source of fixed frequency. Advent of advanced power electronic converters and powerful digital signal processors, however, has made possible the development of high performance, adjustable speed AC motor drives. This book aims to explore new areas of induction motor control based on artificial intelligence (AI) techniques in order to make the controller less sensitive to parameter changes. Selected AI techniques are applied for different induction motor control strategies. The book presents a practical computer simulation model of the induction motor that could be used for studying various induction motor drive operations. The control strategies explored include expert-system-based acceleration control, hybrid-fuzzy/PI two-stage control, neural-network-based direct self control, and genetic algorithm based extended Kalman filter for rotor speed estimation. There are also chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM strategy, and experimental investigations. A chapter is provided as a primer for readers to get started with simulation studies on various AI techniques."--Publisher's description TECHNOLOGY & ENGINEERING / Mechanical bisacsh Electric motors, Induction fast Intelligent control systems fast Intelligent control systems Electric motors, Induction Asynchronmotor (DE-588)4068900-1 gnd rswk-swf Antriebsregelung (DE-588)4142753-1 gnd rswk-swf Asynchronmotor (DE-588)4068900-1 s Antriebsregelung (DE-588)4142753-1 s 1\p DE-604 Shi, Keli Sonstige oth https://onlinelibrary.wiley.com/doi/book/10.1002/9780470825587 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Chan, Tze Fun Applied intelligent control of induction motor drives TECHNOLOGY & ENGINEERING / Mechanical bisacsh Electric motors, Induction fast Intelligent control systems fast Intelligent control systems Electric motors, Induction Asynchronmotor (DE-588)4068900-1 gnd Antriebsregelung (DE-588)4142753-1 gnd |
| subject_GND | (DE-588)4068900-1 (DE-588)4142753-1 |
| title | Applied intelligent control of induction motor drives |
| title_auth | Applied intelligent control of induction motor drives |
| title_exact_search | Applied intelligent control of induction motor drives |
| title_full | Applied intelligent control of induction motor drives Tze-Fun Chan, Keli Shi |
| title_fullStr | Applied intelligent control of induction motor drives Tze-Fun Chan, Keli Shi |
| title_full_unstemmed | Applied intelligent control of induction motor drives Tze-Fun Chan, Keli Shi |
| title_short | Applied intelligent control of induction motor drives |
| title_sort | applied intelligent control of induction motor drives |
| topic | TECHNOLOGY & ENGINEERING / Mechanical bisacsh Electric motors, Induction fast Intelligent control systems fast Intelligent control systems Electric motors, Induction Asynchronmotor (DE-588)4068900-1 gnd Antriebsregelung (DE-588)4142753-1 gnd |
| topic_facet | TECHNOLOGY & ENGINEERING / Mechanical Electric motors, Induction Intelligent control systems Asynchronmotor Antriebsregelung |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470825587 |
| work_keys_str_mv | AT chantzefun appliedintelligentcontrolofinductionmotordrives AT shikeli appliedintelligentcontrolofinductionmotordrives |