A robust variable-λ least logarithmic hyperbolic cosine function adaptive filtering-based control algorithm for grid-connected solar PV system

被引:6
作者
Karthik, Markala [1 ]
Naik, N. Venkata Ramana [1 ]
Panda, Anup Kumar [1 ]
Behera, Sameer Kumar [1 ]
机构
[1] Natl Inst Technol Rourkela, Dept Elect Engn, Rourkela 769008, India
关键词
DSTATCOM; Least logarithmic hyperbolic cosine function; LMS; Photovoltaic; Power quality;
D O I
10.1016/j.epsr.2023.109955
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 implements a robust variable-lambda least logarithmic hyperbolic cosine function adaptive filtering (VLlncosh)-based control algorithm for a grid-connected solar photovoltaic system (GCPVS) which includes DSTATCOM features while integrating PV power to the grid at enhanced power quality (PQ). In this paper, a single-stage topology of GCPVS is considered, which can reduce the complexity, cost, and maintenance associ-ated with DC-DC converter employed in two-stage topology. In GCPVS, the nonlinear loads, which deteriorate the quality of the power, are attached to the point of common coupling (PCC), and maximum extracted PV power is allocated between these loads and the grid. The power transfer at the grid takes place at unity power factor (UPF). The proposed VLlncosh algorithm estimates the fundamental weight components of the distorted load current for grid reference currents generation with a variable learning parameter to ensure fast initial conver-gence and more steady-state accuracy. The control algorithm operates GCPVS such that it provides compensation to the load current harmonics, unbalanced load current, and load reactive power while complying with IEEE-519-2022 standard. The VLlncosh-based control algorithm is implemented for GCPVS modeled in MATLAB/ Simulink to evaluate its performance through simulation results. Further, the control algorithm is validated using the experimental prototype setup of GCPVS in the laboratory. The comparative assessment of the VLlncosh al-gorithm is provided to confirm its superior performance over LMS, sign-error LMS, and LMF algorithms.
引用
收藏
页数:13
相关论文
共 41 条
[1]   Application of LMS-Based NN Structure for Power Quality Enhancement in a Distribution Network Under Abnormal Conditions [J].
Agarwal, Rahul Kumar ;
Hussain, Ikhlaq ;
Singh, Bhim .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (05) :1598-1607
[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]  
[Anonymous], 2022, P IEEE, P1
[4]   An Adaptive Differentiation Frequency Based Advanced Reference Current Generator in Grid-Tied PV Applications [J].
Babu, P. Narendra ;
Peesapati, Rangababu ;
Panda, Gayadhar .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2020, 8 (04) :3502-3515
[5]   Control of DSTATCOM using nonparametric variable step-size NLMS: An experimental study [J].
Badoni, Manoj ;
Singh, Alka ;
Semwal, Sunil ;
Tatte, Yogesh .
ELECTRIC POWER SYSTEMS RESEARCH, 2021, 199
[6]   An implementation of variable step-size least-mean-square based control algorithm for DSTATCOM [J].
Badoni, Manoj ;
Singh, Alka ;
Singh, Bhim .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2016, 26 (07) :1540-1554
[7]   Development of fractional sinus pulse width modulation with β gap on three step signal processing [J].
Can, Erol ;
Sayan, Hasan Huseyin .
INTERNATIONAL JOURNAL OF ELECTRONICS, 2023, 110 (03) :527-546
[8]   The inverter with reverse connected double converter driving unbalanced loads [J].
Can, Erol .
INTERNATIONAL JOURNAL OF MODELLING AND SIMULATION, 2022, 42 (02) :217-226
[9]   A novel SSPWM controlling inverter running nonlinear device [J].
Can, Erol ;
Sayan, H. Huseyin .
ELECTRICAL ENGINEERING, 2018, 100 (01) :39-46
[10]   The design and experimentation of the new cascaded DC-DC boost converter for renewable energy [J].
Can, Erol .
INTERNATIONAL JOURNAL OF ELECTRONICS, 2019, 106 (09) :1374-1393