A fuzzy-logic-based multimodel field orientation in an indirect FOC of an induction motor
Classical indirect field-oriented control is highly sensitive to uncertainties in the rotor resistance of the induction motor. This sensitivity can be reduced by combining two different methods to compute the stator electrical frequency. Fuzzy logic is used to combine both methods to obtain a compro...
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| Veröffentlicht in: | IEEE transactions on industrial electronics (1982) 2000-04, Vol.47 (2), p.380-388 |
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| container_title | IEEE transactions on industrial electronics (1982) |
| container_volume | 47 |
| creator | Robyns, B. Berthereau, F. Hautier, J.-P. Buyse, H. |
| description | Classical indirect field-oriented control is highly sensitive to uncertainties in the rotor resistance of the induction motor. This sensitivity can be reduced by combining two different methods to compute the stator electrical frequency. Fuzzy logic is used to combine both methods to obtain a compromise which reduces the flux control sensitivity to electrical parameter errors at each operating point. The design of the fuzzy logic block is based on a theoretical sensitivity analysis taking magnetic saturation into account, in simulations and in experiments. In this paper, the performance of the proposed control algorithm is theoretically and experimentally studied. The theoretical predictions are validated by experiments, by considering the stator current variations, to develop a given steady-state torque, induced by the imperfect flux control. |
| doi_str_mv | 10.1109/41.836353 |
| format | Article |
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This sensitivity can be reduced by combining two different methods to compute the stator electrical frequency. Fuzzy logic is used to combine both methods to obtain a compromise which reduces the flux control sensitivity to electrical parameter errors at each operating point. The design of the fuzzy logic block is based on a theoretical sensitivity analysis taking magnetic saturation into account, in simulations and in experiments. In this paper, the performance of the proposed control algorithm is theoretically and experimentally studied. The theoretical predictions are validated by experiments, by considering the stator current variations, to develop a given steady-state torque, induced by the imperfect flux control.</description><identifier>ISSN: 0278-0046</identifier><identifier>EISSN: 1557-9948</identifier><identifier>DOI: 10.1109/41.836353</identifier><identifier>CODEN: ITIED6</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Blocking ; Electric resistance ; Error correction ; Flux ; Frequency ; Fuzzy logic ; Induction motors ; Magnetic flux ; Magnetic saturation ; Rotors ; Saturation (magnetic) ; Sensitivity analysis ; Stators ; Uncertainty</subject><ispartof>IEEE transactions on industrial electronics (1982), 2000-04, Vol.47 (2), p.380-388</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2000</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c398t-2126f934e872dac2ff4e6a5567296b0e3c2f7cd63db88b488ae619cbc70e06003</citedby><cites>FETCH-LOGICAL-c398t-2126f934e872dac2ff4e6a5567296b0e3c2f7cd63db88b488ae619cbc70e06003</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/836353$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/836353$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Robyns, B.</creatorcontrib><creatorcontrib>Berthereau, F.</creatorcontrib><creatorcontrib>Hautier, J.-P.</creatorcontrib><creatorcontrib>Buyse, H.</creatorcontrib><title>A fuzzy-logic-based multimodel field orientation in an indirect FOC of an induction motor</title><title>IEEE transactions on industrial electronics (1982)</title><addtitle>TIE</addtitle><description>Classical indirect field-oriented control is highly sensitive to uncertainties in the rotor resistance of the induction motor. This sensitivity can be reduced by combining two different methods to compute the stator electrical frequency. Fuzzy logic is used to combine both methods to obtain a compromise which reduces the flux control sensitivity to electrical parameter errors at each operating point. The design of the fuzzy logic block is based on a theoretical sensitivity analysis taking magnetic saturation into account, in simulations and in experiments. In this paper, the performance of the proposed control algorithm is theoretically and experimentally studied. The theoretical predictions are validated by experiments, by considering the stator current variations, to develop a given steady-state torque, induced by the imperfect flux control.</description><subject>Blocking</subject><subject>Electric resistance</subject><subject>Error correction</subject><subject>Flux</subject><subject>Frequency</subject><subject>Fuzzy logic</subject><subject>Induction motors</subject><subject>Magnetic flux</subject><subject>Magnetic saturation</subject><subject>Rotors</subject><subject>Saturation (magnetic)</subject><subject>Sensitivity analysis</subject><subject>Stators</subject><subject>Uncertainty</subject><issn>0278-0046</issn><issn>1557-9948</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2000</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNqN0TtLxEAQAOBFFDwfha1VsFAscu77UcrhqSDYaGG1bDYT2SPJ6m5S6K835x0WFmIzAzMfwzCD0AnBc0KwueJkrplkgu2gGRFClcZwvYtmmCpdYszlPjrIeYUx4YKIGXq5Lprx8_OjbONr8GXlMtRFN7ZD6GINbdEEaOsipgD94IYQ-yL0hVvHOiTwQ7F8XBSx2ZZG_026OMR0hPYa12Y43uZD9Ly8eVrclQ-Pt_eL64fSM6OHkhIqG8M4aEVr52nTcJBOCKmokRUGNpWUryWrK60rrrUDSYyvvMKAJcbsEF1s5r6l-D5CHmwXsoe2dT3EMVtDuGSKcD7J8z8lNZQbJv4BNaPTgv-ASjBGsJjg2S-4imPqp7tYrQXmXEs1ocsN8inmnKCxbyl0Ln1Ygu36u5YTu_nuZE83NgDAj9s2vwBTn510</recordid><startdate>20000401</startdate><enddate>20000401</enddate><creator>Robyns, B.</creator><creator>Berthereau, F.</creator><creator>Hautier, J.-P.</creator><creator>Buyse, H.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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This sensitivity can be reduced by combining two different methods to compute the stator electrical frequency. Fuzzy logic is used to combine both methods to obtain a compromise which reduces the flux control sensitivity to electrical parameter errors at each operating point. The design of the fuzzy logic block is based on a theoretical sensitivity analysis taking magnetic saturation into account, in simulations and in experiments. In this paper, the performance of the proposed control algorithm is theoretically and experimentally studied. The theoretical predictions are validated by experiments, by considering the stator current variations, to develop a given steady-state torque, induced by the imperfect flux control.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/41.836353</doi><tpages>9</tpages></addata></record> |
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| ispartof | IEEE transactions on industrial electronics (1982), 2000-04, Vol.47 (2), p.380-388 |
| issn | 0278-0046 1557-9948 |
| language | eng |
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| source | IEEE Electronic Library (IEL) |
| subjects | Blocking Electric resistance Error correction Flux Frequency Fuzzy logic Induction motors Magnetic flux Magnetic saturation Rotors Saturation (magnetic) Sensitivity analysis Stators Uncertainty |
| title | A fuzzy-logic-based multimodel field orientation in an indirect FOC of an induction motor |
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