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

Authors

Abstract

A Novel, Intelligent control of a Unified Power Quality Conditioner (UPQC), coupled with a Photovoltaic (PV) system, is proposed in this work. It enhances the decarbonizes clean energy generation and maintains Power Quality (PQ) to the grid. In PV integrated UPQC, Crow Search Algorithm (CSA) assisted Perturb and Observation (P&O) Maximum Power Point Tracking (MPPT) technique. A d-q theory-based control is employed with the assistance of a Proportional Integral (PI) controller for controlling the working of UPQC and maintaining the power quality. The dynamic working of the PV-based UPQC is evaluated based on simulation outcomes attained from MATLAB.

Author Biographies

Ramesh Rudraram, Annamalai university

Research Scholar/ Department of Electrical Engineering

Sasi Chinnathambi, Annamalai university

Professor/ Department of Electrical Engineering

Manikandan Mani, Jyothishmathi Institute of Technology and Science

Professor/ Department of Electrical and Electronics Engineering

References

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.

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.

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.

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.

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.

A. Moghassemi, S. Padmanaban, V. K. Ramachandaramurthy, M. Mitolo and M. Benbouzid, "A Novel Solar Photovoltaic Fed TransZSI-DVR for Power Quality Improvement of Grid-Connected PV Systems," in IEEE Access, vol. 9, pp. 7263-7279, 2021.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

M Manikandan, Sanepalle Gopal Reddy, S Ganapathy, ,2022 Three Phase Four Switch Inverter based DVR for power quality improvement with optimized CSA approach,IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 05 July 2022 10.1109/ACCESS.2022.3188629

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 at SSRN: https://ssrn.com/abstract=4091663

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), DOI: https://doi.org/10.52254/1857-0070.2022.1-53.02(WOS-ESCI)- (Scopus)

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. doi: https://doi.org/10.20998/2074-272X.2022.1.06

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 DOI: 10.1109/ACCESS.2021.3129096

M. Manikandan and T PraveenKumar,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

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

M.Manikandan I.A.Chidambaram, “Smart Fuzzy Control Based Hybrid PV-Wind Energy Generation System” Meterials:proceeding,26th july 2021 article in press

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

M. Manikandan and Vishwaprakash Babu,2020 Voltage Sag /Swell Compensation Using Solar Photovoltaic Inverter based Dynamic Voltage Restorer (SPVI-DVR), Journal of Green Engineering (JGE), Volume 10, Issue 9, Page no.7102-7114 & 2020

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

Downloads

Published

2024-04-19

Issue

Section

Power, Industrial Electronics