Battery Health Monitoring System with State Of Charge Estimation Using Artificial Neural Network
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 5
Abstract
Today Battery is an essential component of all critical electrical systems. Battery stores chemical, not electricity. Two different lead in an acid mixture react to produce an electrical pressure. This electrochemical reaction changes chemical energy to electrical energy. Some batteries are sensitive to overcharge and deep discharge, which may lead to permanent damages. Hence all these stationary batteries require routine maintenance to identify and correct problems. A visual inspection can identify physical problems, electrical testing identifies overcharging and undercharging problem. And state of charge test checks the electrolyte strength. This paper presenting a design of a cost effective battery monitoring system which can be easily installed on various type of batteries, captures data regarding the status of battery and sends data to authorized person. Also to estimate state of charge (SOC) accurately a very accurate, robust, stable method such as Artificial Neural Networks (ANN) is used. It will help us to prevent overcharging and over discharging the battery which ultimately results in longer battery service time.
Authors and Affiliations
Ms. Pawar Ashwini Dilip, Mrs. Thorat Rupali. A.
Keywords
Related Articles
- EP ID EP22103
- DOI -
- Views 200
- Downloads 3
Optimization of Working of Processor by Fins Using FEM
In the present study, thermal analysis of electronic processor is proposed and an effort is made to decrease the maximum temperature in processor by employing straight rectangular fins which aid in rapid heat removal to...
Alcohols as Alternative Fuels for Diesel Engines: A REVIEW
The fuel which is used in Internal Combustion engines meant for transportation applications will satisfy all the requirements of cost effectiveness, maximum thermal efficiency, excellent engine performance, and still re...
Line Following Pick and Place Robot for Green Planet
This project deals with the development and construction of a line follower robot capable to sense multiple colour combinations and placing buds in the given zone by picking it. These two robots to be prepared are as f...
Analysis of Harmonics in Distributed Generation System with the help of D-STATCOM
Analysis of Harmonics in Distributed Generation System is done with the help of D-STATCOM connected with DG set. D-STATCOM is one of the advanced versions of shunt active power filter in distribution generation system....
1-Φ High Step-Up Converter with MB MPPT for Half-Bridge PV Inverter System
In this paper a 1-ϕ high step-up converter with model based mppt for half-bridge inverters is proposed. The high stepup converter not only boosts the relatively low photovoltaic voltage to high bus voltage but also offer...