An ANN based intelligent MPPT control for wind water pumping system

Neeraj Priyadarshi, Vigna K. Ramachandaramurthy, Sanjeevi Kumar Padmanaban, Farooque Azam, Amarjeet Kumar Sharma, J. P. Kesari

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper explains the application of artificial neural network (ANN) method for wind energy conversion system with water pumping supplications. A back propagation supervised learning algorithm is employed for complete estimation. The induction generator linked wind turbine with induction motor supplied power from inverter controlled through fuzzy-dSPACE is employed in this research work. MATLAB-dSPACE environment has been provided for justification of ANN modeling for wind estimation. Optimal wind generated power is achieved and water pumping operation is performed accurately.

Original languageEnglish
Title of host publication2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages443-448
Number of pages6
ISBN (Electronic)9781538666258
DOIs
Publication statusPublished - Oct 2018
Event2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018 - Delhi, India
Duration: 22 Oct 201824 Oct 2018

Publication series

Name2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018

Conference

Conference2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018
CountryIndia
CityDelhi
Period22/10/1824/10/18

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All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Energy Engineering and Power Technology
  • Renewable Energy, Sustainability and the Environment
  • Electrical and Electronic Engineering
  • Mechanical Engineering
  • Control and Optimization

Cite this

Priyadarshi, N., Ramachandaramurthy, V. K., Padmanaban, S. K., Azam, F., Sharma, A. K., & Kesari, J. P. (2018). An ANN based intelligent MPPT control for wind water pumping system. In 2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018 (pp. 443-448). [8897278] (2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPEICES.2018.8897278