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Design of low-carbon multi-energy systems in the SecMOD framework by combining MILP optimization and life-cycle assessment

Christiane Reinert, Niklas Nolzen, Julia Frohmann, Dominik Tillmanns, André Bardow

2023Computers & Chemical Engineering23 citationsDOIOpen Access PDF

Abstract

Decarbonizing complex industrial energy systems is an important step to mitigate climate change. Designing the transition of such sector-coupled industrial energy systems to low-carbon designs is challenging since both cost-efficient operation and the reduction of environmental impacts over the whole life cycle need to be considered in the system design. Optimal system designs can be identified using software: Recently, the open-source framework SecMOD was introduced for the linear optimization of multi-energy system models, considering environmental impacts by fully integrating life-cycle assessment. In this work, we extend SecMOD to allow mixed-integer decisions that are vital to model industrial energy systems. Thereby, we provide the first open-source mixed-integer linear program framework with full integration of life-cycle assessment. We use SecMOD to investigate the benefits of a pumped-thermal energy storage system in a sector-coupled industrial energy system and identify trade-offs regarding the system design by comparing the economic and climate optimum.

Topics & Concepts

Life-cycle assessmentInteger programmingEfficient energy useGreenhouse gasEnergy (signal processing)Linear programmingWork (physics)Computer scienceReliability engineeringEngineeringMathematical optimizationEnvironmental economicsSystems engineeringProduction (economics)AlgorithmEcologyStatisticsMacroeconomicsBiologyElectrical engineeringEconomicsMathematicsMechanical engineeringProcess Optimization and IntegrationEnvironmental Impact and SustainabilityIntegrated Energy Systems Optimization