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PowerSystems.jl — A power system data management package for large scale modeling

José Daniel Lara, Clayton Barrows, Daniel Thom, Dheepak Krishnamurthy, Duncan S. Callaway

2021SoftwareX37 citationsDOIOpen Access PDF

Abstract

PowerSystems.jl is a package to organize and manipulate data for the study of energy systems with diverse modeling requirements. This software serves two main purposes: to reduce the burden of large power system data set development, and to promote reproducible research and simulation. PowerSystems.jl implements an abstract hierarchy to represent and customize power systems data and includes data containers for quasi-static and dynamic simulation applications. Key features include efficient management of large quantities of time series data, optimized serialization, and comprehensive validation capabilities. The paper includes detailed discussion and examples for reference.

Topics & Concepts

SerializationComputer scienceKey (lock)Data managementHierarchySoftwareSet (abstract data type)Distributed computingData modelingData model (GIS)Common Information Model (electricity)Scale (ratio)Electric power systemDatabaseSoftware engineeringSystems engineeringPower (physics)Programming languageOperating systemPhysicsMarket economyArtificial intelligenceEngineeringQuantum mechanicsEconomicsDistributed and Parallel Computing SystemsScientific Computing and Data ManagementSimulation Techniques and Applications
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