A Normalized Neural Network Based Controller for Power Quality Improved Grid Connected Solar PV Systems

被引:0
|
作者
Kalla, Ujjwal Kumar [1 ]
机构
[1] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi, India
关键词
VSC; Solar PV; nonlinear loads; power quality; integrated system; EXCITED INDUCTION GENERATOR; PHOTOVOLTAIC SYSTEM; CONTROL ALGORITHM; VOLTAGE;
D O I
暂无
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 is aimed at normalized neural network based control scheme for power quality improved integration of solar PV and utility grid. In the proposed scheme the solar PV and grid are integrated using a three leg voltage source converter consists of six IGBTs, three interfacing inductors and a DC bus capacitor. The neural network based scheme is used for estimating fundamental real and reactive power components of the load current in all three phases independently therefore the three phase grid current remains balanced and sinusoidal under all type of loading conditions including unbalancing in load currents of three phases. The proposed controller mitigates the harmonic current, compensates reactive power need of the system, improves system power factor and regulates the system voltage at the point of common coupling (PCC).
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Comparative Power Quality Performance Evaluation of Grid-Connected Solar PV System
    Kumar P.
    Ranjan R.
    Yadav A.K.
    Journal of The Institution of Engineers (India): Series B, 2024, 105 (03) : 585 - 594
  • [22] Design of a Novel Fuzzy Logic Based Controller for Maximum Power Point Tracking of a Grid Connected Solar PV System
    Das, Sankha Pallab
    Singh, Santosh Kumar
    Sinha, Nabangshu
    Sinha, Nidul
    2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON), 2015, : 70 - 75
  • [23] Single Phase Single Stage Grid Connected PV System With Improved Power Quality
    Anjaneyulu, Yennam Aparna
    Khobragade, Jageshwar
    2016 INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND DYNAMIC OPTIMIZATION TECHNIQUES (ICACDOT), 2016, : 253 - 257
  • [24] Neural network-based quickprop control algorithm for grid connected solar PV-DSTATCOM system
    Shukl, Pavitra
    Singh, Bhim
    IET RENEWABLE POWER GENERATION, 2019, 13 (14) : 2522 - 2530
  • [25] Control Strategy for Multiple Residential Solar PV Systems in Distribution Network with Improved Power Quality
    Singh, Yashi
    Singh, Bhim
    Mishra, Sukumar
    2021 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2021, : 919 - 924
  • [26] Financial viability of grid-connected solar PV and wind power systems in Germany
    Weida, Sebastian
    Kumar, Subhash
    Madlener, Reinhard
    ENERGY ECONOMICS IBERIAN CONFERENCE, EEIC 2016, 2016, 106 : 35 - 45
  • [27] A current-based fuzzy controller for MPPT of grid-connected PV systems
    Rahmani, Bijan
    Li, Weixing
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2017, 9 (02)
  • [28] Design of Fuzzy Probabilistic Wavelet Neural Network Controller and Its Application in Power Control of Grid-Connected PV System During Grid Faults
    Lin, Faa-Jeng
    Lu, Kuang-Chin
    2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2016, : 1725 - 1732
  • [29] Performance Evaluation of Grid Connected Solar PV Power Plant
    Matiyali, Kanchan
    Ashok, Alaknanda
    2016 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION, & AUTOMATION (ICACCA) (FALL), 2016, : 199 - 203
  • [30] An Optimized 3DOF-FOPID2-DF Controller with Improved Power Quality for Multi-Level Inverter in Grid-Connected PV Systems
    Shankar, Moguthala
    Kumar, R. Senthil
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2024, 33 (17)