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Fuzzy Logic Supervisor-Based Primary Frequency Control Experiments of a Variable-Speed Wind Generator
In this paper, a primary frequency control strategy based on fuzzy logic, designed for variable-speed wind generators, is proposed and tested on a 2.2 kW test bench. The fuzzy logic supervisor ensures a regular primary reserve for a large range of wind speeds without any wind speed measurement. This...
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Published in: | IEEE transactions on power systems 2009-02, Vol.24 (1), p.407-417 |
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container_title | IEEE transactions on power systems |
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creator | El Mokadem, M. Courtecuisse, V. Saudemont, C. Robyns, B. Deuse, J. |
description | In this paper, a primary frequency control strategy based on fuzzy logic, designed for variable-speed wind generators, is proposed and tested on a 2.2 kW test bench. The fuzzy logic supervisor ensures a regular primary reserve for a large range of wind speeds without any wind speed measurement. This supervisor controls simultaneously the generator torque and the pitch angle to keep the primary reserve; it determines in real time the generator power reference value. The fuzzy logic supervisor is compared to a simpler strategy, based only on the control of the generator torque. This classical strategy ensures a regular power reserve only when the wind generator operates at full load, and the generator power reference needs to be determined previously or by the network manager. A procedure for implementing a fuzzy logic supervisor in real time is proposed. The experiments indicate the regularity of the power reserve and the ability to contribute to frequency control. |
doi_str_mv | 10.1109/TPWRS.2008.2007005 |
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The fuzzy logic supervisor ensures a regular primary reserve for a large range of wind speeds without any wind speed measurement. This supervisor controls simultaneously the generator torque and the pitch angle to keep the primary reserve; it determines in real time the generator power reference value. The fuzzy logic supervisor is compared to a simpler strategy, based only on the control of the generator torque. This classical strategy ensures a regular power reserve only when the wind generator operates at full load, and the generator power reference needs to be determined previously or by the network manager. A procedure for implementing a fuzzy logic supervisor in real time is proposed. 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The experiments indicate the regularity of the power reserve and the ability to contribute to frequency control.</description><subject>Energy management</subject><subject>Frequency control</subject><subject>fuzzy control</subject><subject>Fuzzy logic</subject><subject>Logic testing</subject><subject>Power generation</subject><subject>Supervisors</subject><subject>Torque control</subject><subject>Velocity measurement</subject><subject>Wind energy generation</subject><subject>Wind power generation</subject><subject>Wind speed</subject><issn>0885-8950</issn><issn>1558-0679</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNqFkctOwzAQRS0EEuXxA7CxWMAq4EccT5ZQtYBUCUR5LC03maCgNC52gihfj0sRCxawmVnMuaO5cwk54OyUc5af3d8-3U1PBWOwKpoxtUEGXClIWKbzTTJgACqBXLFtshPCC2Msi4MBwXH_8bGkE_dcF3TaL9C_1cH55MIGLOmtr-fWL-nY42uPbbGkQ9d23jV09B7Reo5tF6irqKWP1td21mAyXWBUPtVtSS-xRW875_fIVmWbgPvffZc8jEf3w6tkcnN5PTyfJIUE6BIBYqZ1DhayXOa8VKUutOSY8UphpXmeidjSDHRRCgs5L0qW8hLQSkQ103KXnKz3LryLB4fOzOtQYNPYFl0fDGRapyqVEMnjP0mZKs50-j8o4iNBAovg0S_wxfW-jXYNqGhIcyEiJNZQ4V0IHiuzWL_YcGZWSZqvJM0qSfOdZBQdrkU1Iv4IUp0JrlP5CbFKmeI</recordid><startdate>20090201</startdate><enddate>20090201</enddate><creator>El Mokadem, M.</creator><creator>Courtecuisse, V.</creator><creator>Saudemont, C.</creator><creator>Robyns, B.</creator><creator>Deuse, J.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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The fuzzy logic supervisor ensures a regular primary reserve for a large range of wind speeds without any wind speed measurement. This supervisor controls simultaneously the generator torque and the pitch angle to keep the primary reserve; it determines in real time the generator power reference value. The fuzzy logic supervisor is compared to a simpler strategy, based only on the control of the generator torque. This classical strategy ensures a regular power reserve only when the wind generator operates at full load, and the generator power reference needs to be determined previously or by the network manager. A procedure for implementing a fuzzy logic supervisor in real time is proposed. The experiments indicate the regularity of the power reserve and the ability to contribute to frequency control.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TPWRS.2008.2007005</doi><tpages>11</tpages></addata></record> |
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source | IEEE Electronic Library (IEL) Journals |
subjects | Energy management Frequency control fuzzy control Fuzzy logic Logic testing Power generation Supervisors Torque control Velocity measurement Wind energy generation Wind power generation Wind speed |
title | Fuzzy Logic Supervisor-Based Primary Frequency Control Experiments of a Variable-Speed Wind Generator |
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