Litcius/Paper detail

oemof.solph—A model generator for linear and mixed-integer linear optimisation of energy systems

Uwe Krien, Patrik Schönfeldt, Jann Launer, Simon Hilpert, Cord Kaldemeyer, Guido Pleßmann

2020Software Impacts100 citationsDOIOpen Access PDF

Abstract

Energy system modelling is of high importance to investigate different scenarios in their technical, economical and environmental feasibility. The interplay of different technologies and energy flows in respective models can be represented as directed graphs in a generic but comprehensible formalism. However, additional effort is needed to create specific models and to derive an optimal sizing or operation of components. To tackle this problem, oemof.solph facilitates the formulation of (mixed-integer) linear programs from a generic object-oriented structure. Its structure allows to create models on different levels of detail by means of predefined components and an optional formulation of additional expressions and constraints. With its open and documented code base, extensive collection of examples and an active community it is useful across many levels, from simple applications to advanced modelling.

Topics & Concepts

Computer scienceSizingFormalism (music)Simple (philosophy)Mathematical optimizationInteger (computer science)Generator (circuit theory)Integer programmingLinear programmingTheoretical computer scienceAlgorithmMathematicsProgramming languageQuantum mechanicsArtVisual artsPhysicsMusicalPhilosophyPower (physics)EpistemologyIntegrated Energy Systems OptimizationDistributed and Parallel Computing SystemsSmart Grid Energy Management