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Electrical Engineering

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15.04.2021 | Original Paper

Control of Grid Integrated Photovoltaic system using new Variable Step Size Least Mean Square adaptive filter

verfasst von: Avdhesh kumar, Rachana Garg, Priya Mahajan

Erschienen in: Electrical Engineering | Ausgabe 6/2021

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Abstract

In this paper, a new variable step size least mean square adaptive filter-based control algorithm is proposed to generate reference current for voltage source converter of a grid-integrated PV system. The proposed control generates reference current by extracting the fundamental active and reactive component from load current with fast convergence. The proposed control offers better initial transients and dynamic performance than conventional LMS and synchronous reference frame-based control. Grid-integrated PV system is modelled in MATLAB/Simulink and is tested on different loading condition viz. nonlinear load, unbalanced load and variable load. Further, to validate the efficacy of the proposed control, it is also tested in real time on prototype hardware in the laboratory. It has been observed that proposed control provides compensation of harmonic and reactive power of the local load. Distortion at grid side of the system is within the limits as per IEEE-519 standard.

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Verma P, Garg R, Mahajan P (2020) Asymmetrical interval type-2 fuzzy logic control based MPPT tuning for PV system under partial shading condition. ISA Trans 100:251–263. https://doi.org/10.1016/j.isatra.2020.01.009CrossRef

Gupta N, Garg R (2017) Tuning of asymmetrical fuzzy logic control algorithm for SPV system connected to grid. Int J Hydrog Energy 42(26):16375–16385. https://doi.org/10.1016/j.ijhydene.2017.05.103CrossRef

IEEE Std 1547:2003, IEEE standard for interconnecting distributed resources with electric power systems, IEEE Std 1547–2003, vol. 2014, pp. 1–16, 2003. https://doi.org/10.1109/IEEESTD.2003.94285

Choi W, Lee W, Han D, Sarlioglu B (2018) New configuration of multifunctional grid-connected inverter to improve both current-based and voltage-based power quality. IEEE Trans Ind Appl 54(6):6374–6382. https://doi.org/10.1109/TIA.2018.2861737CrossRef

Trishan E, Patrick LC (2007) Comparison of photovoltaic array maximum power point tracking techniques. IEEE Trans Energy Convers 22(2):439449. https://doi.org/10.1109/TEC.2006.874230CrossRef

Jiang Y, Qahouq JAA, Haskew TA (2012) Adaptive step size with adaptive-perturbation-frequency digital MPPT controller for a single-sensor photovoltaic solar system. IEEE Trans Power Electron 28(7):3195–3205. https://doi.org/10.1109/TPEL.2012.2220158CrossRef

Shukl P, Singh B (2019) Grid integration of three-phase single-stage PV system using adaptive Laguerre filter based control algorithm under nonideal distribution system. IEEE Trans Ind Appl. https://doi.org/10.1109/tia.2019.2931504CrossRef

Beniwal N, Hussain I, Singh B (2019) Second-order volterra-filter-based control of a solar PV-DSTATCOM system to achieve lyapunov’s stability. IEEE Trans Ind Appl 55(1):670–679. https://doi.org/10.1109/TIA.2018.2867324CrossRef

Liang X, Andalib-Bin-Karim C (2018) Harmonics and mitigation techniques through advanced control in grid-connected renewable energy sources: a review. IEEE Trans Ind Appl 54(4):3100–3111. https://doi.org/10.1109/TIA.2018.2823680CrossRef

10.

Beniwal N, Hussain I, Singh B (2018) Implementation of the DSTATCOM with an i-PNLMS-based control algorithm under abnormal grid conditions. IEEE. https://doi.org/10.1109/TIA.2018.2846739CrossRef

11.

Yang Bo, Li W, Zhao Yi, He X (2009) Design and analysis of a grid-connected photovoltaic power system. IEEE Trans Power Electron 25(4):992–1000. https://doi.org/10.1109/tpel.2009.2036432CrossRef

12.

Kanavaros D, Oriti G, Julian AL (2020) Novel implementation and comparison of active and reactive power flow control methods in a single phase grid-connected microgrid. IEEE Trans Ind Appl 56(2):1631–1639. https://doi.org/10.1109/tia.2020.2965080CrossRef

13.

Kazmierkowski MP (2015) Power quality: problems and mitigation techniques. IEEE Ind Electron Mag 9(2):62CrossRef

14.

Singh B, Chandra A, Al-haddad K Power quality problems and mitigation techniques. Wiley Online Library, ISBN: 978-1-118-92205-7

15.

Barik PK, Shankar G, Sahoo PK (2019) Power quality assessment of microgrid using fuzzy controller aided modified SRF based designed SAPF. Int Trans Electr Energy Syst. https://doi.org/10.1002/2050-7038.12289CrossRef

16.

Singh B, Jayaprakash P, Kothari DP, Chandra A, Al Haddad K (2014) Comprehensive study of dstatcom configurations. IEEE Trans Ind Inform 10(2):854–870. https://doi.org/10.1109/TII.2014.2308437CrossRef

17.

Singh B, Shahani DT, Verma AK (2012) Power balance theory based control of grid interfaced solar photovoltaic power generating system with improved power quality. In: PEDES 2012—IEEE international conference on power electronics, drives and energy systems, pp. 1–7. https://doi.org/10.1109/PEDES.2012.6484359

18.

Yada HK, Murthy MSR (2017) An improved control algorithm for DSTATCOM based on single-phase SOGI-PLL under varying load conditions and adverse grid conditions. In: IEEE international conference on power electronics, drives and energy systems. PEDES 2016, vol. 2016, pp. 1–6. https://doi.org/10.1109/PEDES.2016.7914564

19.

Zeb K, Uddin W, Khan MA, Ali Z, Ali MU, Christofides N, Kim HJ (2018) A comprehensive review on inverter topologies and control strategies for grid connected photovoltaic system. Renew Sustain Energy Rev 94:1120–1141. https://doi.org/10.1016/j.rser.2018.06.053CrossRef

20.

Patel SK, Arya SR, Maurya R (2017) Harmonic mitigation technique for DSTATCOM using continuous time LMS adaptive filter. In:IEEE Uttar Pradesh section international conference on electrical, computer and electronics engineering. UPCON 2016, pp. 19–24. https://doi.org/10.1109/UPCON.2016.7894617

21.

Huang HC, Lee J (2012) A new variable step-size NLMS algorithm and its performance analysis. IEEE Trans Signal Process 60(4):2055–2060. https://doi.org/10.1109/TSP.2011.2181505MathSciNetCrossRefMATH

22.

Li Z, Li D, Xu X, Zhang J (2019) New normalized LMS adaptive filter with a variable regularization factor. J Syst Eng Electron 30(2):259–269. https://doi.org/10.21629/JSEE.2019.02.05CrossRef

23.

Yuan Z, Songtao X (2017) New LMS adaptive filtering algorithm with variable step size. In: Proceedings of the international conference on vision, image and signal processing. ICVISP 2017, pp. 1–4. https://doi.org/10.1109/ICVISP.2017.11

Titel: Control of Grid Integrated Photovoltaic system using new Variable Step Size Least Mean Square adaptive filter
verfasst von: Avdhesh kumar
Rachana Garg
Priya Mahajan
Publikationsdatum: 15.04.2021
Verlag: Springer Berlin Heidelberg
Erschienen in: Electrical Engineering / Ausgabe 6/2021
Print ISSN: 0948-7921
Elektronische ISSN: 1432-0487
DOI: https://doi.org/10.1007/s00202-021-01273-x

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