Research Article
Performance Evaluation of Off Grid Hybrid Distribution System with ANFIS Controller
@INPROCEEDINGS{10.1007/978-3-031-48891-7_1, author={Naga Venkata Karthik Gandham and Pragaspathy Subramani}, title={Performance Evaluation of Off Grid Hybrid Distribution System with ANFIS Controller}, proceedings={Cognitive Computing and Cyber Physical Systems. 4th EAI International Conference, IC4S 2023, Bhimavaram, Andhra Pradesh, India, August 4-6, 2023, Proceedings, Part II}, proceedings_a={IC4S PART 2}, year={2024}, month={1}, keywords={Microgrid ANFIS PMSG MPPT Battery Bank}, doi={10.1007/978-3-031-48891-7_1} }- Naga Venkata Karthik Gandham
Pragaspathy Subramani
Year: 2024
Performance Evaluation of Off Grid Hybrid Distribution System with ANFIS Controller
IC4S PART 2
Springer
DOI: 10.1007/978-3-031-48891-7_1
Abstract
Off-grid hybrid distribution systems are innovative and environmentally friendly ways to address the energy needs of remote or isolated communities or facilities by combining a number of power generation and energy storage sources. These systems are made to function independently from the primary electrical grid, which makes them perfect for areas with little or no access to centralized electrical infrastructure. In this work, designed an effective microgrid system with integration of distributed power sources such as wind turbine and Photovoltaic system (PV). Moreover, adaptive neuro fuzzy inference system (ANFIS) is developed in this study to track the maximum power from PV panels under various uncertain conditions. Further, due to intermittent nature of the wind speed and irradiance levels, battery system is designed in this work for stable and reliable operation of microgrid system. Moreover, the battery performance and ANFIS-based maximum power point tracking (MPPT) are investigated. As per simulation findings, ANFIS based MPPT approach provides an effective outcome in terms of settling time, efficiency and accuracy in suggested microgrid systems.
