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Cost of violations in ramp rate control in photovoltaic (PV) systems

Cost of violations in ramp rate control in photovoltaic (PV) systems
Cost of violations in ramp rate control in photovoltaic (PV) systems
The increasing integration of solar photovoltaic (PV) systems and their generation variability has raised stability concerns with operators. Various Power Ramp Rate Control (PRRC) strategies are proposed to smooth out generation and maintain ramps below certain thresholds, but the cost of failing to do so remains unknown. This paper introduces a new metric to quantify the cost of excessive variability based on the energy these violations carry, which can be mapped to the grid ramping flexibility and serve as a penalty mechanism. This enables a coherent technoeconomic analysis of various forecasting- and battery-based PRRC alternatives. Results on a yearlong dataset with 1-second resolution identify the optimal battery size and show that invest-free forecasting-based approaches can also perform quite satisfactorily.
Springer Nature
Nikolopoulos, Angelos R.
3a6d9258-9a8f-47f2-8593-083eb9f0f6a3
Chaudhary, Sunny
25f0d213-03ef-4909-8cfc-29a8498aa28f
Batzelis, Stratis
2a85086e-e403-443c-81a6-e3b4ee16ae5e
Lewin, Paul
78b4fc49-1cb3-4db9-ba90-3ae70c0f639e
Nikolopoulos, Angelos R.
3a6d9258-9a8f-47f2-8593-083eb9f0f6a3
Chaudhary, Sunny
25f0d213-03ef-4909-8cfc-29a8498aa28f
Batzelis, Stratis
2a85086e-e403-443c-81a6-e3b4ee16ae5e
Lewin, Paul
78b4fc49-1cb3-4db9-ba90-3ae70c0f639e

Nikolopoulos, Angelos R., Chaudhary, Sunny, Batzelis, Stratis and Lewin, Paul (2026) Cost of violations in ramp rate control in photovoltaic (PV) systems. In 16th international conference of the IMACS TC ELECTRIMACS. Springer Nature. 6 pp . (In Press)

Record type: Conference or Workshop Item (Paper)

Abstract

The increasing integration of solar photovoltaic (PV) systems and their generation variability has raised stability concerns with operators. Various Power Ramp Rate Control (PRRC) strategies are proposed to smooth out generation and maintain ramps below certain thresholds, but the cost of failing to do so remains unknown. This paper introduces a new metric to quantify the cost of excessive variability based on the energy these violations carry, which can be mapped to the grid ramping flexibility and serve as a penalty mechanism. This enables a coherent technoeconomic analysis of various forecasting- and battery-based PRRC alternatives. Results on a yearlong dataset with 1-second resolution identify the optimal battery size and show that invest-free forecasting-based approaches can also perform quite satisfactorily.

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ELECTRIMACS2026_Accepted_Manuscript_Revisions [Final] - Accepted Manuscript
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Accepted/In Press date: 9 March 2026
Venue - Dates: 16th international conference of the IMACS TC ELECTRIMACS, , PALERMO, Italy, 2026-05-18

Identifiers

Local EPrints ID: 511322
URI: http://eprints.soton.ac.uk/id/eprint/511322
PURE UUID: dd7a86e0-2e4a-47e7-b0a3-076069367637
ORCID for Angelos R. Nikolopoulos: ORCID iD orcid.org/0009-0009-2524-8831
ORCID for Sunny Chaudhary: ORCID iD orcid.org/0000-0003-2664-7083
ORCID for Stratis Batzelis: ORCID iD orcid.org/0000-0002-2967-3677
ORCID for Paul Lewin: ORCID iD orcid.org/0000-0002-3299-2556

Catalogue record

Date deposited: 12 May 2026 16:32
Last modified: 14 May 2026 02:06

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Contributors

Author: Angelos R. Nikolopoulos ORCID iD
Author: Sunny Chaudhary ORCID iD
Author: Stratis Batzelis ORCID iD
Author: Paul Lewin ORCID iD

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