Genetic algorithm optimization of a SAPF based on the fuzzy- DPC concept

• Autorzy: Dahmani Samira , Semmah Abdelhafid , Kadem Mohamed , Wira Patice

Identyfikatory

DOI

10.15199/48.2019.07.13

Warianty tytułu

PL

Optymalizacja aktywnego filtru bocznikowego SAPF z wykorzystaniem algorytmu genetycznego i logiki rozmytej

• Języki publikacji: EN

Abstrakty

EN

This article presents a study on the use of the concept of direct power control (DPC) based on intelligent techniques in the control of a shunt active power filter (SAPF). In order to improve harmonic mitigation and reactive power compensation capabilities, the conventional switching table is replaced by a fuzzy inference system to generate the switching sequences of the shunt active power filter. To ensure an active power exchange stable and efficient, the DC voltage of the SAPF in controlled using an integrated proportional controller (PI) optimized by a heuristic optimization technique based on genetic algorithms (GA). The combination of two intelligent techniques in this proposed control strategy makes it possible to reduce ripples in different variables of the SAPF, to maintain the direct voltage at their reference value and to improve the THD of the grid current. The numerical simulation results obtained under Matlab / Simulink confirm the importance of the SAPF's proposed control technique

PL

W artykule opisano wykorzystanie metody DPC (direct power control) do poprawy parametrów bocznikowego filtru aktywnego SAPF. Konwencjonalna tabela przełączeń jest zastąpiona przez system logiki rozmytej. Do optymalizacji filtru wykorzystano też algorytm genetyczny.

Słowa kluczowe

EN

Shunt active power filter; direct power control; fuzzy inference system; genetic algorithm

PL

aktywny filtr bocznikowy; SAPF; logika rozmyta; algorytm genetyczny

• Wydawca: Wydawnictwo SIGMA-NOT
• Czasopismo: Przegląd Elektrotechniczny
• Rocznik: 2019
• Tom: R. 95, nr 7
• Strony: 60--65
• Opis fizyczny: Bibliogr. 14 poz., rys., tab.

Twórcy

autor

Dahmani Samira

• Djillali Liabes University of Sidi Bel Abbes 22000, Algeria

autor

Semmah Abdelhafid

• Djillali Liabes University of Sidi Bel Abbes 22000, Algeria

autor

Kadem Mohamed

• Djillali Liabes university of Sidi Bel-Abbes 22000 Algeria

autor

Wira Patice

• Haute Alsace university, Mulhouse, France

Bibliografia

• [1] A. Semmah, A. Massoum, H. Hamdaoui, P. Wira,Comparative Study of PI and Fuzzy DC Voltage Control for a DPC- PWM Rectifier, Przegląd Elektrotechniczny, 87 (2011), N° 10, 355-359
• [2] Dehini R, Berbaoui R, identification of harmonic currents in response to voltage disturbance, Rev. Roum. Sci. Techn.– Électrotechn. et Énerg, vol. 62, (2017), 346-351.
• [3] Amaia L, Heredia B, Advanced controls of systems dedicated to improving energy quality from low voltage to voltage rise, thesis, National Polytechnic Institute of Grenoble, France, (2006)
• [4] N. G. Apte, V. N. Bapat, A. N. Jog, A shunt active filter for reactive power compensation and harmonic mitigation, The 7th International Conference on Power Electronics, IEEE, (2008), 672-676
• [5] H. R. Imani JAJARMI, Azah MOHAMED, H. SHAREEF, SUBIYANTO, Adaptive interval type 2 fuzzy hysteresis-band current-controlled active power filter for power quality improvement, Przegląd Elektrotechniczny, (2014), 140-145
• [6] N K Nguyen, Neuromimetic approach for the identification and control of electrical systems: application to active filtering and synchronous actuators, University of Haute Alsace, Mulhouse, France, (2010)
• [7] Hind Djeghloud, Active power filter, PhD thesis on Electrical Machines, university of Mentouri, Constantine, Algeria (2007)
• [8] Sasaki H, Machida T, A new method to eliminate AC harmonic currents by magnetic flux compensation-considerations on basic design, IEEE Trans. Power Appl. Syst., vol. PAS-90, No. 5, (1971), 2009–2019
• [9] Attaianese, C., Tomasso, G., Damiano, A., Marongiu, I., Perfetto, A.: Direct torque and flux control of induction motor drives. In: Proceedings of the International Conference on Power Electronics and Drive Systems, vol. 2, (1997), 642–648
• [10] Semmah A, development of different control strategies for active filters for industrial networks, PhD thesis in Electrical Engineering, university of Sidi Bel Abbes, Algeria, (2012)
• [11] Saifullah K, Genetic Algorithm Application in Shunt Active Power Filter Applied in Constant Frequency Aircraft System, journal of Aerospace Engineering & Technology, Volume 8, (2018), 44-50
• [12] Yacef. Rima, strategy for the global optimization of APF Based on genetic algorithms, Magister's memory, university of Setif, Algeria, (2018).
• [13] Wenyi Zhang, Xiaodan Meng, Liao Jiang, Genetic Algorithm for Selective Harmonic Elimination PWM Control, the Eighth International Conference on Intelligent Systems and Knowledge Engineering, (2014), 799-809
• [14]Yi-Sheng Zhou and Lin-Ying Lai, Optimal Design for Fuzzy Controllers by Genetic Algorithms, IEEE transactions on industry applications, vol. 36, (2000)

Uwagi

Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).