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A Novel Intelligent Neural Network Techniques of UPQC with Integrated Solar PV System for Power Quality Enhancement

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A Novel Intelligent control of a Unified Power Quality Conditioner (UPQC) coupled with Photovoltaic (PV) system is proposed in this work. The utilization of a Re-lift Luo converter in conjunction with a Cascaded Artificial Neural Network (ANN) Maximum Power Point Tracking (MPPT) method facilitates the optimization of power extraction from PV sources. UPQC is made up of a series and shunt Active Power Filter (APF), where the former compensates source side voltage quality issues and the latter compensates the load side current quality issues. The PV along with a series and shunt APFs of the UPQC are linked to a common dc-bus and for regulating a dc-bus voltage a fuzzy tuned Adaptive PI controller is employed. Moreover, a harmonics free reference current is generated with the aid of CNN assisted dq theory in case of the shunt APF. The results obtained from MATLAB simulation.
Rocznik
Strony
605--613
Opis fizyczny
Bibliogr. 32 poz., rys., tab., wykr.
Twórcy
  • Electrical Engineering Department, Annamalai University, Annamalainagar, India
  • Electrical Engineering Department, Annamalai University, Annamalainagar, India
  • Electrical and Electronics Engineering Department, Jyothishmathi Institute of Technology and Science, Karimnagr, Telangana, India
Bibliografia
  • [1] S. Devassy and B. Singh, "Design and Performance Analysis of Three- Phase Solar PV Integrated UPQC," in IEEE Transactions on Industry Applications, vol. 54, no. 1, pp. 73-81, Jan.-Feb. 2018. https://doi.org/10.1109/TIA.2017.2754983
  • [2] E. Zangeneh Bighash, S. M. Sadeghzadeh, E. Ebrahimzadeh and F. Blaabjerg, "Adaptive-Harmonic Compensation in Residential Distribution Grid by Roof-Top PV Systems," in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 6, no. 4, pp. 2098-2108, Dec. 2018. https://doi.org/10.1109/JESTPE.2018.2792303
  • [3] P. Shah and B. Singh, "Adaptive Observer Based Control for Rooftop Solar PV System," in IEEE Transactions on Power Electronics, vol. 35, no. 9, pp. 9402-9415, Sept. 2020. https://doi.org/10.1109/TPEL.2019.2898038
  • [4] S. Devassy and B. Singh, "PLL-less d-q control of solar PV integrated UPQC," 2016 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES), 2016. https://doi.org/10.1109/PEDES.2016.7914293
  • [5] Adjustable Speed Drive Topology With Active Common-Mode Voltage Suppression," in IEEE Transactions on Power Electronics, vol. 30, no. 5,pp. 2828-2839, May 2015.
  • [6] A. Moghassemi, S. Padmanaban, V. K. Ramachandaramurthy, M. Mitolo and M. Benbouzid, "A Novel Solar Photovoltaic Fed TransZSI-DVR forPower Quality Improvement of Grid-Connected PV Systems," in IEEE Access, vol. 9, pp. 7263-7279, 2021. https://doi.org/10.1109/ACCESS.2020.3048022
  • [7] J. Ye and H. B. Gooi, "Phase Angle Control Based Three-phase DVR with Power Factor Correction at Point of Common Coupling," in Journal of Modern Power Systems and Clean Energy, vol. 8, no. 1, pp. 179-186, January 2020.
  • [8] C. Kumar, M. K. Mishra and S. Mekhilef, "A new voltage control strategy to improve performance of DSTATCOM in electric grid," in CES Transactions on Electrical Machines and Systems, vol. 4, no. 4, pp. 295-302, Dec. 2020.
  • [9] E. Lei, X. Yin, Z. Zhang and Y. Chen, "An Improved Transformer Winding Tap Injection DSTATCOM Topology for Medium-Voltage Reactive Power Compensation," in IEEE Transactions on Power Electronics, vol. 33, no. 3, pp. 2113-2126, March 2018. https://doi.org/10.1109/TPEL.2017.2698207
  • [10] J. Yu, Y. Xu, Y. Li and Q. Liu, "An Inductive Hybrid UPQC for Power Quality Management in Premium-Power-Supply-Required Applications, "in IEEE Access, vol. 8, pp. 113342-113354, 2020. https://doi.org/10.1109/ACCESS.2020.2999355
  • [11] P. Ray, P. K. Ray and S. K. Dash, "Power Quality Enhancement and Power Flow Analysis of a PV Integrated UPQC System in a Distribution Network," in IEEE Transactions on Industry Applications, vol. 58, no. 1, pp. 201-211, Jan.-Feb. 2022. https://doi.org/10.1109/TIA.2021.3131404
  • [12] M. Danbumrungtrakul, T. Saengsuwan and P. Srithorn, "Evaluation of DVR Capability Enhancement-Zero Active Power Tracking Technique," in IEEE Access, vol. 5, pp. 10285-10295, 2017. https://doi.org/10.1109/ACCESS.2017.2706275
  • [13] C. Kumar, M. K. Mishra and M. Liserre, "Design of External Inductor for Improving Performance of Voltage-Controlled DSTATCOM," in IEEE Transactions on Industrial Electronics, vol. 63, no. 8, pp. 4674-4682, 2016. https://doi.org/10.1109/TIE.2016.2552148
  • [14] F. Keyrouz, "Enhanced Bayesian Based MPPT Controller for PV Systems," in IEEE Power and Energy Technology Systems Journal, vol. 5, no. 1, pp. 11-17, 2018. https://doi.org/10.1109/JPETS.2018.2811708
  • [15] K. Nathan, S. Ghosh, Y. Siwakoti and T. Long, "A New DC-DC Converter for Photovoltaic Systems: Coupled-Inductors Combined Cuk-SEPIC Converter," in IEEE Transactions on Energy Conversion, vol. 34, no. 1, pp. 191-201, 2019. https://doi.org/10.1109/TEC.2018.2876454
  • [16] M. Das, M. Pal and V. Agarwal, "Novel High Gain, High Efficiency DC-DC Converter Suitable for Solar PV Module Integration With Three-Phase Grid Tied Inverters," in IEEE Journal of Photovoltaics, vol. 9, no. 2, pp. 528-537, 2019.
  • https://doi.org/10.1109/JPHOTOV.2018.2877006
  • [17] H. Renaudineau et al., "A PSO-Based Global MPPT Technique for Distributed PV Power Generation," in IEEE Transactions on Industrial Electronics, vol. 62, no. 2, pp. 1047-1058, Feb. 2015. https://doi.org/10.1109/TIE.2014.2336600
  • [18] D. A. Nugraha, K. L. Lian and Suwarno, "A Novel MPPT Method Based on Cuckoo Search Algorithm and Golden Section Search Algorithm for Partially Shaded PV System," in Canadian Journal of Electrical and Computer Engineering, vol. 42, no. 3, pp. 173-182, Summer 2019. https://doi.org/10.1109/CJECE.2019.2914723
  • [19] P. Megantoro, Y. D. Nugroho, F. Anggara, Suhono and E. Y. Rusadi, "Simulation and Characterization of Genetic Algorithm Implemented on MPPT for PV System under Partial Shading Condition," 2018 3rd International Conference on Information Technology, Information System and Electrical Engineering (ICITISEE), 2018.
  • [20] Houam, Yehya, Amel Terki, and Noureddine Bouarroudj. "An efficient metaheuristic technique to control the maximum power point of a partially shaded photovoltaic system using crow search algorithm (csa)." Journal of Electrical Engineering & Technology 16, no. 1, 2021. https://doi.org/10.1007/s42835-020-00590-8
  • [21] Manikandan, M, P. Balakishan. and I. A. Chidambaram., Improvement of power quality in grid-connected hybrid system with power monitoring and control based on internet of things approach (July 20, 2022). Electrical Engineering & Electromechanics, (4), 44-50, 2022. https://doi.org/10.20998/2074-272X.2022.4.06
  • [22] M Manikandan, Sanepalle Gopal Reddy, S Ganapathy, 2022 "Three Phase Four Switch Inverter based DVR for power quality improvement withoptimized CSA approach", IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 05 July 2022 https://doi.org/10.1109/ACCESS.2022.3188629
  • [23] Manikandan, M, Praveen Kumar, T. and Ganapathy, S. and., Improvement of Voltage Stability for Grid Connected Solar Photovoltaic Systems Using Static Synchronous Compensator With Recurrent Neural Network (April 18, 2022). Electrical Engineering & Electromechanics, (2), 69-77, 2022. https://doi.org/10.20998/2074-272X.2022.2.10 Available atSSRN: https://ssrn.com/abstract=4091663
  • [24] Manikandan Sathish Ch, Chidambram I.A “Reactive Power Compensation in a Hybrid Renewable Energy System through Fuzzy Based Boost Converter” PROBLEMS of the REGIONAL ENERGETICS 2022, 1(53), https://doi.org/10.52254/1857-0070.2022.1-53.02(WOS- ESCI)-(Scopus)
  • [25] Manikandan M, Gopal Reddy S., Ganapathy S”Power quality improvement in distribution system based on dynamic voltage restorer using PI tuned fuzzy logic controller” Electrical Engineering & Electromechanics, 2022, no. 1, pp. 44-50. https://doi.org/10.20998/2074-272X.2022.1.06
  • [26] M. Manikandan and Vishwaprakash Babu, 2021 ”Power Quality Enhancement using Dynamic Voltage Restorer (DVR) Based Predictive Space Vector Transformation (PSVT) with Proportional Resonant (PR)-controller,” IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 17 November 2021 https://doi.org/10.1109/ACCESS.2021.3129096
  • [27] M. Manikandan and T Praveen Kumar, 2021, ”Voltage Sag Compensation and Harmonic Reduction Using STATCOM based DVR with Phase Alternate Fuzzy Controller for Distribution Grid”, Design Engineering, Volume 8, Issue 9 PP: 13026-13037, 2021.
  • [28] M. Manikandan and Vishwaprakash Babu, 2021, ”Cascaded Fuzzy Logic Control of PV Fed DVR for Power Distribution Systems”, Design Engineering, Volume 8, Issue 9 PP: 8890-8900, 2021.
  • [29] M. Manikandan I. A. Chidambaram, “Smart Fuzzy Control Based Hybrid PV-Wind Energy Generation System” Meterials: proceeding, 26th July 2021 article in press.
  • [30] M. Manikandan and Vishwaprakash Babu, 2021, ”A Novel Intrinsic SPACE Vector Transformation Based Solar Fed Dynamic Voltage Restorer For Power Quality Improvement In Distribution System”, Journal of Ambient Intelligence and Humanized Computing, Volume 10, Issue 9, Page no.7102-7114 & 2021.
  • [31] M. Manikandan and Vishwaprakash Babu,2020 Voltage Sag/Swell Compensation Using Solar Photovoltaic Inverter based Dynamic VoltageRestorer (SPVI-DVR), Journal of Green Engineering (JGE), Volume 10, Issue 9, Page no.7102-7114 & 2020.
  • [32] M. Manikandan and Vishwaprakash Babu, 2019, “A Novel Integration of Solar Fed Dynamic Voltage Restorer for Compensating Sag and Swell Voltage in Distribution System Using Enhanced Space Vector Pulse Width Modulation (ESVPWM)” Universal Journal of Electrical and Electronic Engineering 6 (5), 329-350.
Uwagi
Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2022-2023).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-a22948ce-bed5-4255-b4f5-a12ec7b7c890
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