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Pregled bibliografske jedinice broj: 3546

A sensitivity-based self-learning fuzzy logic controller as a solution for a backlash problem in a servo system


Kovačić, Zdenko; Bogdan, Stjepan; Balenović, Mario
A sensitivity-based self-learning fuzzy logic controller as a solution for a backlash problem in a servo system // Proceedings of the 1977 IEEE International Electric Machines and Drives Conference / Oliver, Jim (ur.).
Milwaukee (WI): Institute of Electrical and Electronics Engineers (IEEE), 1997. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
A sensitivity-based self-learning fuzzy logic controller as a solution for a backlash problem in a servo system

Autori
Kovačić, Zdenko ; Bogdan, Stjepan ; Balenović, Mario

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 1977 IEEE International Electric Machines and Drives Conference / Oliver, Jim - Milwaukee (WI) : Institute of Electrical and Electronics Engineers (IEEE), 1997

Skup
1977 IEEE international electric machines and drives conference record

Mjesto i datum
Milwaukee (WI), Sjedinjene Američke Države, 18.05.1997. - 21.05.1997

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Sažetak
In this paper, a self-learning fuzzy logic controller (SLFLC) is described whose learning algorithm utilizes a second-order reference model and a sensitivity model. The effectiveness of the proposed controller has been tested in the position control loop of a dc servo system affected by a backlash nonlinearity. The simulation results have proved that the SLFLC provides a desired closed-loop behavior and also significantly reduces a steady-state position error caused due to the presence of a backlash.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekti:
036011

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Zdenko Kovačić (autor)


Citiraj ovu publikaciju:

Kovačić, Zdenko; Bogdan, Stjepan; Balenović, Mario
A sensitivity-based self-learning fuzzy logic controller as a solution for a backlash problem in a servo system // Proceedings of the 1977 IEEE International Electric Machines and Drives Conference / Oliver, Jim (ur.).
Milwaukee (WI): Institute of Electrical and Electronics Engineers (IEEE), 1997. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Kovačić, Z., Bogdan, S. & Balenović, M. (1997) A sensitivity-based self-learning fuzzy logic controller as a solution for a backlash problem in a servo system. U: Oliver, J. (ur.)Proceedings of the 1977 IEEE International Electric Machines and Drives Conference.
@article{article, author = {Kova\v{c}i\'{c}, Zdenko and Bogdan, Stjepan and Balenovi\'{c}, Mario}, editor = {Oliver, J.}, year = {1997}, pages = {(TC2-11.1) - (TC2-11.3)}, keywords = {}, title = {A sensitivity-based self-learning fuzzy logic controller as a solution for a backlash problem in a servo system}, keyword = {}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Milwaukee (WI), Sjedinjene Ameri\v{c}ke Dr\v{z}ave} }
@article{article, author = {Kova\v{c}i\'{c}, Zdenko and Bogdan, Stjepan and Balenovi\'{c}, Mario}, editor = {Oliver, J.}, year = {1997}, pages = {(TC2-11.1) - (TC2-11.3)}, keywords = {}, title = {A sensitivity-based self-learning fuzzy logic controller as a solution for a backlash problem in a servo system}, keyword = {}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Milwaukee (WI), Sjedinjene Ameri\v{c}ke Dr\v{z}ave} }




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