Power Quality Improvement for Grid-connected PV System Based on Distribution Static Compensator with Fuzzy Logic Controller and UVT/ADALINE-based Least Mean Square Controller

被引:47
作者
Kumar, Amit [1 ]
Kumar, Pradeep [1 ]
机构
[1] Natl Inst Technol Sikkim, Elect & Elect Engn Dept, Ravangla, Sikkim, India
关键词
Adaptive linear neuron; least mean square (LMS); fuzzy logic controller (FLC); maximum power point tracking (MPPT); photovoltaic (PV); unit vector template; ALGORITHM; MPPT;
D O I
10.35833/MPCE.2021.000285
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a novel method of power quality enrichment in a grid-connected photovoltaic (PV) system using a distribution static compensator (DSTATCOM). The paper consists of two-step control processes. In the primary step, a fuzzy logic controller (FLC) is employed in the DC-DC converter to extract the peak power point from the PV panel, where the FLC produces a switching signal for the DC-DC converter. In the secondary step, a unit vector template (UVT)/adaptive linear neuron (ADALINE)-based least mean square (LMS) controller is adopted in the DC-AC converter, i.e., voltage source converter (VSC). The input to this VSC is the boosted DC voltage, which originates from the PV panel as a result of DC-DC conversion. The VSC shunted with the power grid is known as a DSTATCOM, which can maintain the power quality in the distribution system. The UVT controller generates reference source currents from the grid voltages and DC-link voltages. The ADALINE-based LMS controller calculates the online weight according to the previous weights by the sensed load current. The UVT/ADALINE-based LMS controller of a DSTAT-COM performs several tasks such as maintaining the sinusoidal source current, achieving a unity power factor, and performing reactive power compensation. The reference current extracted from the UVT/ADALINE-based LMS controller is fed to the hysteresis current controller to obtain the desired switching signal for the VSC. A 100 kW solar PV system integrated into a three-phase four-wire distribution system through a four-leg VSC is designed in MATLAB/Simulink. The performances of the FLC and UVT/ADALINE-based LMS controllers are demonstrated under various irradiances as well as constant temperature and nonlinear loading conditions.
引用
收藏
页码:1289 / 1299
页数:11
相关论文
共 22 条
[1]   High-Performance Adaptive Perturb and Observe MPPT Technique for Photovoltaic-Based Microgrids [J].
Abdelsalam, Ahmed K. ;
Massoud, Ahmed M. ;
Ahmed, Shehab ;
Enjeti, Prasad N. .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (04) :1010-1021
[2]   LMF-Based Control Algorithm for Single Stage Three-Phase Grid Integrated Solar PV System [J].
Agarwal, Rahul Kumar ;
Hussain, Ikhlaq ;
Singh, Bhim .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2016, 7 (04) :1379-1387
[3]   Power electronics as efficient interface in dispersed power generation systems [J].
Blaabjerg, F ;
Chen, Z ;
Kjaer, SB .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2004, 19 (05) :1184-1194
[4]   Assessment of the Incremental Conductance Maximum Power Point Tracking Algorithm [J].
Elgendy, Mohammed A. ;
Zahawi, Bashar ;
Atkinson, David J. .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2013, 4 (01) :108-117
[5]   Hardware implementation of the fuzzy logic MPPT in an Arduino card using a Simulink support package for PV application [J].
Fannakh, Mhamed ;
Elhafyani, Mohamed Larbi ;
Zouggar, Smail .
IET RENEWABLE POWER GENERATION, 2019, 13 (03) :510-518
[6]   Modified Second-Order Generalized Integrators With Modified Frequency Locked Loop for Fast Harmonics Estimation of Distorted Single-Phase Signals [J].
Hackl, Christoph M. ;
Landerer, Markus .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2020, 35 (03) :3298-3309
[7]   Harmonic-signature-based islanding detection in grid-connected distributed generation systems using Kalman filter [J].
Haider, Raza ;
Kim, Chul Hwan ;
Ghanbari, Teymoor ;
Bukhari, Syed Basit Ali .
IET RENEWABLE POWER GENERATION, 2018, 12 (15) :1813-1822
[8]   Robust Deadbeat Control Scheme for a Hybrid APF With Resetting Filter and ADALINE-Based Harmonic Estimation Algorithm [J].
Han, Yang ;
Xu, Lin ;
Khan, Muhammad Mansoor ;
Chen, Chen ;
Yao, Gang ;
Zhou, Li-Dan .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (09) :3893-3904
[9]   Self-Adaptive Incremental Conductance Algorithm for Swift and Ripple-Free Maximum Power Harvesting From PV Array [J].
Kumar, Nishant ;
Hussain, Ikhlaq ;
Singh, Bhim ;
Panigrahi, Bijaya Ketan .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (05) :2031-2041
[10]   A Novel Modified Sine-Cosine Optimized MPPT Algorithm for Grid Integrated PV System under Real Operating Conditions [J].
Padmanaban, Sanjeevikumar ;
Priyadarshi, Neeraj ;
Holm-Nielsen, Jens Bo ;
Bhaskar, Mahajan Sagar ;
Azam, Farooque ;
Sharma, Amarjeet Kumar ;
Hossain, Eklas .
IEEE ACCESS, 2019, 7 :10467-10477