2016 · 26 citations · 14 references
EngineeringElectrical EngineeringEnergy SystemsPower ElectronicsRenewable Energy SystemsBattery SystemsEnergy StorageSolar Energy SystemsSolar Photovoltaic SystemsState Of Charge EstimationState Of Charge ManagementAdaptive State Of Charge EstimationBattery Energy StorageBattery State Of Charge ModelingKalman Filter EstimationOnline State EstimationSimulink ModelsState Of Charge Kalman FilteringState Of Charge Monitoring
Today solar technology is proving reliable and increasingly affordable. It is good to environment and a secure energy supply. The overall carbon footprint for generating solar electricity is 30 times less than using coal. The main drawback in PV system is the fluctuation in solar energy supply. In this work Kalman filter is used to estimate the State of Charge in battery storage system, and hence it is possible to know about the duration for which the demand can be met. The SOC estimation technique using Kalman filter which is an accurate adaptive method and by using three switches the charge of battery is maintained within the safe limit (20%-80%) so that overcharging and over discharging can be eliminated and hence the battery life and performance can also be improved. The efficacy of the proposed method is verified by a set of simulation using MATLAB simulink.
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Methods for state-of-charge determination and their applications
S. Piller, Marion Perrin, Andreas Jossen · Journal of Power Sources · 2001 · 1.1K citations
Natural Sciences, Chemistry, Physics +11
A stand-alone photovoltaic supercapacitor battery hybrid energy storage system
Martin Glavin, Paul K.W. Chan, S. Armstrong et al. · 2008 · 255 citations