Neural Network Controller for Boost Converter

被引:0
|
作者
Dhivya, B. S. [1 ]
Krishnan, V. [1 ]
Ramaprabha, R. [1 ]
机构
[1] SSN Coll Engn, Elect & Elect Engn, Madras 603110, Tamil Nadu, India
关键词
Boost converter; Neural network; Performance comparison; MATLAB;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents a neural network controller scheme for boost converters. This controller is designed to stabilize the output voltage of the boost converter and to improve its performance during transient operations. To investigate the effectiveness of the proposed controller, certain operations such as starting up and reference voltage variations are verified. The simulation results show that the proposed controller has an improved performance compared to the conventional PI controller method.
引用
收藏
页码:246 / 251
页数:6
相关论文
共 50 条
  • [1] Comparative Analysis of Fuzzy and Neural Controller for a Boost Converter
    Qaisar, Muhammad Waqas
    Mujtaba, Hassan
    Riaz, Muhammad Tanveer
    Shahid, Muhammad
    Ghani, Ahmad Abdul
    Khan, Muhammad Abbas
    Hussain, Kashif
    [J]. 27TH INTERNATIONAL CONFERENCE ON EVALUATION AND ASSESSMENT IN SOFTWARE ENGINEERING, EASE 2023, 2023, : 414 - 422
  • [2] Neural Network current controller for a boost rectifier
    Worthmann, C
    Diana, G
    [J]. IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE 98) - PROCEEDINGS, VOLS 1 AND 2, 1998, : 234 - 239
  • [3] Artificial Neural Network based MPPT Controller with Boost Converter for Varying Solar Insolation in Arba Minch
    Murugaanandam, S.
    Kumar, K. Ramash
    Kaliappan, Vishnu Kumar
    Maheswari, Sabari L. Uma
    Rajendrakumar, R.
    Balakumar, S.
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (04) : 2317 - 2330
  • [4] Implementation of ARM Processor Based Online Learning Neural Network Controller for Buck-Boost Converter
    Mini, M. V.
    Suresh, L. Padma
    [J]. POWER ELECTRONICS AND RENEWABLE ENERGY SYSTEMS, 2015, 326 : 1517 - 1524
  • [5] Application of a neural predictive controller in boost converter input current control
    Petrovic, I
    Baric, M
    Magzan, A
    Peric, N
    [J]. PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 2000, : 327 - 332
  • [6] Real-time implementation of Chebyshev neural adaptive controller for boost converter
    Govindharaj, Arunprasad
    Mariappan, Anitha
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (06):
  • [8] Predictive controller for interleaved boost converter
    Babu, CS
    Veerachary, M
    [J]. ISIE 2005: PROCEEDINGS OF THE IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS 2005, VOLS 1- 4, 2005, : 577 - 581
  • [9] Modelling and Design of Boost Converter Controller
    Rex, S. Reeba
    Prabha, D. M. Mary Synthia Regis
    [J]. 2015 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICCICCT), 2015, : 849 - 852
  • [10] A controller for a boost converter with harmonic reduction
    Escobar, G
    Valdéz, AA
    Leyva-Ramos, J
    Martínez, PR
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2004, 12 (05) : 717 - 726