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Sizing of hybrid energy storage through analysis of load profile characteristics: A household case study

Edmund W. Schaefer, Gerwin Hoogsteen, Johann L. Hurink, Richard P. van Leeuwen

2022Journal of Energy Storage19 citationsDOIOpen Access PDF

Abstract

Hybrid Energy Storage System (HESS) have the potential to offer better flexibility to a grid than any single energy storage solution. However, sizing a HESS is challenging, as the required capacity, power and ramp rates for a given application are difficult to derive. This paper proposes a method for splitting a given load profile into several storage technology independent sub-profiles, such that each of the sub-profiles leads to its own requirements. This method can be used to gain preliminary insight into HESS requirements before a choice is made for specific storage technologies. To test the method, a household case is investigated using the derived methodology, and storage requirements are found, which can then be used to derive concrete storage technologies for the HESS of the household. Adding a HESS to the household case reduces the maximum import power from the connected grid by approximately 7000 W and the maximum exported power to the connected grid by approximately 1000 W. It is concluded that the method is particularly suitable for data sets with a high granularity and many data points.

Topics & Concepts

SizingEnergy storageFlexibility (engineering)Computer data storageGridComputer scienceReliability engineeringLoad profilePower (physics)Mathematical optimizationEngineeringElectrical engineeringMathematicsElectricityComputer hardwareStatisticsQuantum mechanicsVisual artsGeometryPhysicsArtMicrogrid Control and OptimizationHybrid Renewable Energy SystemsAdvanced Battery Technologies Research
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