Convex Capacity Expansion Planning Under Inertial Response Constraints

Future low-carbon energy systems will show reduced generation from synchronous generators. The resulting loss of inertia can lead to a high rate of change of frequency after a disturbance and, thus, to potentially unrecoverable system states. Yet, inertial response constraints are rarely considered in large-scale capacity expansion planning models investigating decarbonization pathways. We thus present a convex formulation of a coordinated capacity expansion problem for generator, transmission, and storage expansion. Next to a unit commitment relaxation, the formulation includes linearized rate of change of frequency constraints that model the inertial response to a priori defined disturbances such as a large power injection deficit or a system split. In a numerical experiment, we solve model instances that cover the European power system at high spatial and temporal resolution and, moreover, consider the inertial responses from synchronous generators and inverter-based resources. Our results show that inertia provision from battery energy storage systems with grid-forming inverters is already valuable today due to enabling decreased conventional generation. Moreover, we find that future low-carbon energy systems can ensure sufficient capacities for inertial response by equipping a share of battery energy storage systems with grid-forming inverters at a negligible system cost increase.

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Published
2025-10-20
DOI
https://doi.org/10.1109/isgteurope64741.2025.11305559
Primary Topic
Microgrid Control and Optimization
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article
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article

Convex Capacity Expansion Planning Under Inertial Response Constraints

Benedikt Jahn, Gereon Recht, Hendrik Lens, Oussama Alaya et al.
Microgrid Control and Optimization
article

Convex Capacity Expansion Planning Under Inertial Response Constraints

Benedikt Jahn, Gereon Recht, Hendrik Lens, Oussama Alaya, Karl-Kiên Cao
article en

Abstract

Future low-carbon energy systems will show reduced generation from synchronous generators. The resulting loss of inertia can lead to a high rate of change of frequency after a disturbance and, thus, to potentially unrecoverable system states. Yet, inertial response constraints are rarely considered in large-scale capacity expansion planning models investigating decarbonization pathways. We thus present a convex formulation of a coordinated capacity expansion problem for generator, transmission, and storage expansion. Next to a unit commitment relaxation, the formulation includes linearized rate of change of frequency constraints that model the inertial response to a priori defined disturbances such as a large power injection deficit or a system split. In a numerical experiment, we solve model instances that cover the European power system at high spatial and temporal resolution and, moreover, consider the inertial responses from synchronous generators and inverter-based resources. Our results show that inertia provision from battery energy storage systems with grid-forming inverters is already valuable today due to enabling decreased conventional generation. Moreover, we find that future low-carbon energy systems can ensure sufficient capacities for inertial response by equipping a share of battery energy storage systems with grid-forming inverters at a negligible system cost increase.

Combustion Institute (US), Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) (DE)
Affordable and clean energy
Openalex Percentile: Top 36%
Microgrid Control and Optimization
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Convex Capacity Expansion Planning Under Inertial Response Constraints — Benedikt Jahn, Gereon Recht, et al. · (2025) | TGRS Research Map | TGRS