000 | 02772nlm1a2200397 4500 | ||
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001 | 663561 | ||
005 | 20231030041858.0 | ||
035 | _a(RuTPU)RU\TPU\network\34731 | ||
090 | _a663561 | ||
100 | _a20210219a2020 k y0engy50 ba | ||
101 | 0 | _aeng | |
135 | _adrcn ---uucaa | ||
181 | 0 | _ai | |
182 | 0 | _ab | |
200 | 1 |
_aFractional Order PID Controller Design for an AVR System Using Chaotic Yellow Saddle Goatfish Algorithm _fM. Micev, M. Calasan, D. A. Oliva Navarro |
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203 |
_aText _celectronic |
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300 | _aTitle screen | ||
320 | _a[References: 33 tit.] | ||
330 | _aThis paper presents a novel method for optimal tunning of a Fractional Order Proportional-Integral-Derivative (FOPID) controller for an Automatic Voltage Regulator (AVR) system. The presented method is based on the Yellow Saddle Goatfish Algorithm (YSGA), which is improved with Chaotic Logistic Maps. Additionally, a novel objective function for the optimization of the FOPID parameters is proposed. The performance of the obtained FOPID controller is verified by comparison with various FOPID controllers tuned by other metaheuristic algorithms. A comparative analysis is performed in terms of step response, frequency response, root locus, robustness test, and disturbance rejection ability. Results of the simulations undoubtedly show that the FOPID controller tuned with the proposed Chaotic Yellow Saddle Goatfish Algorithm (C-YSGA) outperforms FOPID controllers tuned by other algorithms, in all of the previously mentioned performance tests. | ||
461 | _tMathematics | ||
463 |
_tVol. 8, iss. 7 _v[1182, 21 p.] _d2020 |
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610 | 1 | _aэлектронный ресурс | |
610 | 1 | _aтруды учёных ТПУ | |
610 | 1 | _aautomatic voltage regulation system | |
610 | 1 | _achaotic optimization | |
610 | 1 | _afractional order proportional-integral-derivative controller | |
610 | 1 | _ayellow saddle goatfish algorithm | |
610 | 1 | _aсистема автоматического регулирования | |
610 | 1 | _aоптимизация | |
700 | 1 |
_aMicev _bM. |
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701 | 1 |
_aCalasan _bM. |
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701 | 1 |
_aOliva Navarro _bD. A. _cspecialist in the field of informatics and computer technology _cProfessor of Tomsk Polytechnic University _f1983- _gDiego Alberto _2stltpush _3(RuTPU)RU\TPU\pers\37366 |
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712 | 0 | 2 |
_aНациональный исследовательский Томский политехнический университет _bИнженерная школа информационных технологий и робототехники _bОтделение информационных технологий _h7951 _2stltpush _3(RuTPU)RU\TPU\col\23515 |
801 | 2 |
_aRU _b63413507 _c20210219 _gRCR |
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856 | 4 | _uhttps://doi.org/10.3390/math8071182 | |
942 | _cCF |