Trajectory-Independent Flexibility Envelopes of Energy-Constrained Systems With State-Dependent Losses

As non-dispatchable renewable power units become prominent in electric power grids, demand-side flexibility appears as a key element of future power systems’ operation. Power and energy bounds are intuitive metrics to describe the flexibility of energy-constrained loads. However, to be used in operation, any power consumption trajectory fulfilling the power and energy bounds must necessarily fulfill the load’s constraints. In this paper, we demonstrate that energy bounds defined as the minimum and maximum energy consumption potential of a load with state-dependent losses are Trajectory-Dependent (TD), i.e., for any energy value in the bounds a feasible power trajectory exists, but not all power trajectories enclosed in the energy envelopes satisfy the load’s constraints. To guarantee the satisfaction of load constraints for all trajectories, we define Trajectory-Independent (TI) energy bounds. We present TI envelope formulations for individual loads, as well as physically coupled loads and assess the proposed formulations in a building heating system, a system with state-dependent losses. We find that using a TD envelope as energy bounds in operation may yield room temperature up to 3.3°C higher and 3.4°C lower than admissible. Overall, poorly insulated buildings observe a TI energy envelope that differs significantly from their TD envelope.

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Publication Details

Journal
IEEE Transactions on Smart Grid
Published
2025-10-13
DOI
https://doi.org/10.1109/tsg.2025.3620988
Primary Topic
Dynamics and Control of Mechanical Systems
Type
article
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article

Trajectory-Independent Flexibility Envelopes of Energy-Constrained Systems With State-Dependent Losses

Kristina Orehounig, Gabriela Hug, Carlo Tajoli, Hanmin Cai et al.
IEEE Transactions on Smart Grid
Dynamics and Control of Mechanical Systems
article

Trajectory-Independent Flexibility Envelopes of Energy-Constrained Systems With State-Dependent Losses

Kristina Orehounig, Gabriela Hug, Carlo Tajoli, Hanmin Cai, Philipp Heer, Julie Rousseau
article en

Abstract

As non-dispatchable renewable power units become prominent in electric power grids, demand-side flexibility appears as a key element of future power systems’ operation. Power and energy bounds are intuitive metrics to describe the flexibility of energy-constrained loads. However, to be used in operation, any power consumption trajectory fulfilling the power and energy bounds must necessarily fulfill the load’s constraints. In this paper, we demonstrate that energy bounds defined as the minimum and maximum energy consumption potential of a load with state-dependent losses are Trajectory-Dependent (TD), i.e., for any energy value in the bounds a feasible power trajectory exists, but not all power trajectories enclosed in the energy envelopes satisfy the load’s constraints. To guarantee the satisfaction of load constraints for all trajectories, we define Trajectory-Independent (TI) energy bounds. We present TI envelope formulations for individual loads, as well as physically coupled loads and assess the proposed formulations in a building heating system, a system with state-dependent losses. We find that using a TD envelope as energy bounds in operation may yield room temperature up to 3.3°C higher and 3.4°C lower than admissible. Overall, poorly insulated buildings observe a TI energy envelope that differs significantly from their TD envelope.

IEEE Transactions on Smart GridVol. 17(2)
Beiersdorf (Germany) (DE), TU Wien (AT), ZTE (United States) (US)
Openalex Percentile: Top 63%
Dynamics and Control of Mechanical Systems
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