RETRACTED ARTICLE: Performance investigation of grid integrated photovoltaic/wind energy systems using ANFIS based hybrid MPPT controller

The solar energy and wind energy are two natural, renewable energy resources for the mankind, for the energy supply without hassles that provided an avenue for its utilization. For the efficient of the resources, wind power generation is one of the options in association with a photovoltaic system f...

Full description

Saved in:
Bibliographic Details
Published in:Journal of ambient intelligence and humanized computing 2021-05, Vol.12 (5), p.5147-5159
Main Authors: Naidu, R. Pavan Kumar, Meikandasivam, S.
Format: Article
Language:English
Subjects:
Artificial Intelligence
Computational Intelligence
Engineering
Original Research
Robotics and Automation
User Interfaces and Human Computer Interaction
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:The solar energy and wind energy are two natural, renewable energy resources for the mankind, for the energy supply without hassles that provided an avenue for its utilization. For the efficient of the resources, wind power generation is one of the options in association with a photovoltaic system for preserving solar energy. Hence the current system requires technology to be involved to control the operation to satisfy the major concern as initially a combinational hybrid system to keep track maximum power, DC voltage input and trade-off between renewable energy delivered for interconnections. The fluctuation in power for interconnection can be minimized by adaptive neuro fuzzy interference method (ANFIS) dependent maximum power point tracking (MPPT) system and microscopically trusted ANFIS based system. In this paper the hybrid MPPT controllers are compared that is with perturb-observe (P&O) and tip speed ratio (TSR) as one set of MPPT controller and another side incremental conductance method (ICM) and hill climb search (HCS) both the controllers are tested with the ANFIS. The proposed system to satisfy the defined objectives is modeled using MATLAB/SIMULINK software by connecting power grid system to inverter influenced by ANFIS controller.
ISSN:1868-5137
1868-5145
DOI:10.1007/s12652-020-01967-3