Design and Implementation of Battery Charging System on Solar Tracker Based Stand Alone PV Using Fuzzy Modified Particle Swarm Optimization

11Citations
Citations of this article
42Readers
Mendeley users who have this article in their library.
Get full text

Abstract

Design of battery charging system on solar tracker based PV system and its application has been presented in this paper. To improve the system performance, a solar tracking system as an innovative device of PV has been developed with an intelligent controller. PV equipped by solar tracker can significantly enhace its performance up to 40% of conventional system. In this research solar tracker designed has active tracking mode with double axis. In order to keep the PV performance optimum, a smart battery charging system has been developed and provided to store the electricity generated by PV system. A novel algorithm was implemented to the system which allows the battery charging process to operate quickly and safely. Besides, the components involved in the system are DC-DC converter, sensor, actuator and battery. DC-DC Converter used is Single Ended Primary Inductance Mode (SEPIM) with MOSFET as its actuator. Battery charging system has used intelligent control based on fuzzy-PSO algorithm. In this case, PSO functions to optimize and modify fuzzy parameters to obtain the best model. Optimized fuzzy controller has then been implemented and programmed in an Arduino microcontroller module to generate control signal which commands actuator element to control the voltage of battery through duty cycle manipulation variable. This algorithm has been able to improve the solar charging controller significantly and more convincingly increase PV performance.

References Powered by Scopus

Get full text

Design of photovoltaic MPPT based charger for lead-acid batteries

23Citations
52Readers
Get full text

Cited by Powered by Scopus

Intelligent MPPT Control Methods for Photovoltaic System: A review

9Citations
7Readers
Get full text

Artificial Intelligence Applications in Solar Energy

7Citations
65Readers

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Abadi, I., Imron, C., Bachrowi, M. M., & Fitriyanah, D. N. (2020). Design and Implementation of Battery Charging System on Solar Tracker Based Stand Alone PV Using Fuzzy Modified Particle Swarm Optimization. AIMS Energy, 8(1), 142–155. https://doi.org/10.3934/energy.2020.1.142

Readers over time

‘20‘21‘22‘23‘240481216

Readers' Seniority

Tooltip

PhD / Post grad / Masters / Doc 7

64%

Lecturer / Post doc 2

18%

Professor / Associate Prof. 1

9%

Researcher 1

9%

Readers' Discipline

Tooltip

Engineering 8

73%

Chemical Engineering 1

9%

Energy 1

9%

Arts and Humanities 1

9%

Save time finding and organizing research with Mendeley

Sign up for free
0