Managing the Mismatch: The Role of Flexibility on the Path to a Carbon-Neutral Energy System
Julian Geis, Michael Lindner, Tom Brown

TL;DR
This study quantifies the importance of system flexibility in integrating renewable energy into Germany's energy system, showing how different flexibility technologies impact costs, imports, and system stability towards climate neutrality.
Contribution
It introduces a correlation-based flexibility metric applied to a high-resolution model, providing new insights into technology-specific flexibility contributions and cost implications.
Findings
Daily flexibility needs increase 3.7 times from 2025 to 2045.
Stationary batteries provide 38% of flexibility by 2045.
Higher flexibility reduces system costs, prices, and import dependence.
Abstract
A rapid expansion of system flexibility is essential to integrate increasing shares of renewable energy into future energy systems. However, flexibility needs and technology-specific contributions to flexibility remain poorly quantified in energy system modelling. Existing methods are not widely applied, leaving key questions unanswered: which flexibility technologies are critical for climate neutrality, and what are the cost implications of alternative deployment strategies? To address this gap, we apply a correlation-based flexibility metric to a high-resolution, sector-coupled model of the German energy system, covering its transformation towards climate neutrality. For our default scenario, we find that daily flexibility needs increase by a factor of 3.7 between 2025 and 2045, driven primarily by the expansion of solar PV. By 2045, stationary batteries provide 38% of daily…
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