Performance Enhancing PV System Interconnected with D-STATCOM Using ANN and LAPO

被引：0
|
作者：
Rashad, Ahmed [1 ]
Ebeed, Mohamed [2 ]
Kamel, Salah [1 ]
Mosaad, Mohamed, I [3 ]
机构：
[1] Aswan Univ, Dept Elect Engn, Aswan, Egypt
[2] Sohag Univ, Fac Engn, Dept Elect Engn, Sohag, Egypt
[3] Yanbu Ind Coll, Dept Elect & Elect Engn, Yanbu, Saudi Arabia
来源：
2021 IEEE IFAC INTERNATIONAL CONFERENCE ON AUTOMATION/XXIV CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (IEEE IFAC ICA - ACCA2021) | 2021年
关键词：
PV system; Lightning attachment procedure optimization (LAPO); Artificial neural networks (ANN); PARTICLE SWARM OPTIMIZATION; POWER-FLOW; ENHANCEMENT; CAPABILITY; MODEL;
D O I：
10.1109/ICAACCA51523.2021.9465191
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Due to the large presence of solar power plant in electric power networks, it became obligatory to study the interaction between them and the associated networks. In this paper, a Distribution Static Synchronous Compensator (D-STATCOM) is used to improve the performance of a photovoltaic generation plant (PV) during three phase fault of interconnected grid. Artificial neural networks (ANN) based on Lightning attachment procedure optimization (LAPO) is used to tune the control parameters of D-STATCOM in targeted with PV plant. The LAPO is used for generating historical data needed for ANN. In order to point out the contribution of this paper, the performance of PV system without and with D-SATCOM is compared during three-phase fault and when D-STATCOM is tuned by LAPO only and by proposed ANN.
引用
收藏
页数：5
相关论文
共 50 条
  • [21] Voltage Sag Compensation in Distribution System Due to SLG Fault Using D-STATCOM
    Masdi, Hendri
    Mariun, Norman
    Bashi, S. M.
    Mohamed, Azah
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2010, 5 (06): : 2836 - 2845
  • [22] An Efficient Method for D-STATCOM Placement in Radial Distribution System
    Jain, Abhinav
    Gupta, A. R.
    Kumar, Ashwani
    2014 IEEE 6TH INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONICS (IICPE), 2014,
  • [23] Modeling, Simulation and Control of D-STATCOM using ATP/EMTP
    Somsai, K.
    Kulworawanichpong, T.
    2008 13TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER, VOLS 1 AND 2, 2008, : 377 - 380
  • [24] Placement and Sizing of D-STATCOM Using Particle Swarm Optimization
    Devi, S.
    Geethanjali, M.
    POWER ELECTRONICS AND RENEWABLE ENERGY SYSTEMS, 2015, 326 : 941 - 951
  • [25] Power quality improvement using CHBMLI based D-STATCOM
    Pandev, Ravikant
    Chawla, Puneet
    Tripathi, RaviNath
    2015 INTERNATIONAL CONFERENCE ON RECENT DEVELOPMENTS IN CONTROL, AUTOMATION AND POWER ENGINEERING (RDCAPE), 2015, : 27 - 32
  • [26] Reactive Power Compensation and DC link Voltage Control using Fuzzy-PIon Grid-connected PV System with d-STATCOM
    Li, Hui
    Huang, Yaomei
    Lu, Junwei
    2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2016, : 1240 - 1244
  • [27] A performance comparison of hysteresis current control techniques for D-STATCOM application
    Chavali, Ravi Varma
    Dey, Anubrata
    Das, Biswarup
    ELECTRIC POWER SYSTEMS RESEARCH, 2024, 234
  • [28] Enhancing power system reliability: Hydrogen fuel cell-integrated D-STATCOM for voltage sag mitigation
    Kilic, Heybet
    Asker, M. Emin
    Haydaroglu, Cem
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2024, 75 : 557 - 566
  • [29] Steady-State Performance of D-STATCOM for Load Voltage Regulation
    Somsai, Kittaya
    Kulworawanichpong, Thanatchai
    Voraphonpiput, Nitus
    2012 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2012,
  • [30] Reactive power injection at the North Makassar distribution system with D-STATCOM
    Muslimin, Z.
    Suyuti, A.
    Palantei, E.
    Indrabayu, I.
    Gunadin, I. C.
    INTERNATIONAL SYMPOSIUM ON MATERIALS AND ELECTRICAL ENGINEERING 2019 (ISMEE 2019), 2020, 850
12345