Impact of settlement time resolution on battery lifetime in self-regulating, hybridised solar photovoltaic and battery energy storage power plants

Power markets are currently transitioning to shorter settlement time periods, which may impact the health of batteries in hybridised solar photovoltaics (PV) and battery energy storage power plants. This study investigates how battery degradation is affected when the hybrid PV–battery energy storage power plant is operated to ensure firm delivery of power at an hourly basis, settled on various sub-hourly settlement times. A three-step modelling approach is presented to assess the system-level impacts of shortened settlement period on battery lifetime. First, synthetic PV AC power time series are generated from high-quality meteorological data. Second, a deterministic linear optimisation model with perfect foresight schedules battery charging and discharging to minimise imbalance volume of the generated synthetic PV profile, relative to an hourly power obligation. Finally, the resulting battery state-of-charge profiles are used as inputs to a semi-empirical lithium–ion degradation model to estimate capacity fade and lifetime. This framework is applied to a 10 MWp PV power plant coupled with 1 MWh, 2 MWh and 4 MWh batteries with storage durations from 0.25 h to 2 h, over settlement period time resolutions from 30 min to 1 min. Results show that shorter settlement periods increase cycling frequency and reduce battery lifetime, implying higher levelised cost of energy as markets adopt finer settlement resolution. These findings highlight the financial implications of high-resolution settlement for PV–battery asset owners and policy makers. • Hybrid PV battery plants operate in markets with shorter settlement times. • Methodology evaluates how shorter settlements affect battery life in hybrid systems. • Results suggest shorter settlement times decrease lithium ion battery lifetimes. • Results imply battery LCOE increases with finer market settlement resolution.

Authors

Institutions

Publication Details

Journal
Energy Reports
Published
2026-03-12
DOI
https://doi.org/10.1016/j.egyr.2026.109177
Primary Topic
Advanced Battery Technologies Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Impact of settlement time resolution on battery lifetime in self-regulating, hybridised solar photovoltaic and battery energy storage power plants

Magnus Moe Nygård, Alexandra Jane Sheppard, Jonathan Fagerström
Energy Reports
Advanced Battery Technologies Research
article

Impact of settlement time resolution on battery lifetime in self-regulating, hybridised solar photovoltaic and battery energy storage power plants

Magnus Moe Nygård, Alexandra Jane Sheppard, Jonathan Fagerström
article en

Abstract

Power markets are currently transitioning to shorter settlement time periods, which may impact the health of batteries in hybridised solar photovoltaics (PV) and battery energy storage power plants. This study investigates how battery degradation is affected when the hybrid PV–battery energy storage power plant is operated to ensure firm delivery of power at an hourly basis, settled on various sub-hourly settlement times. A three-step modelling approach is presented to assess the system-level impacts of shortened settlement period on battery lifetime. First, synthetic PV AC power time series are generated from high-quality meteorological data. Second, a deterministic linear optimisation model with perfect foresight schedules battery charging and discharging to minimise imbalance volume of the generated synthetic PV profile, relative to an hourly power obligation. Finally, the resulting battery state-of-charge profiles are used as inputs to a semi-empirical lithium–ion degradation model to estimate capacity fade and lifetime. This framework is applied to a 10 MWp PV power plant coupled with 1 MWh, 2 MWh and 4 MWh batteries with storage durations from 0.25 h to 2 h, over settlement period time resolutions from 30 min to 1 min. Results show that shorter settlement periods increase cycling frequency and reduce battery lifetime, implying higher levelised cost of energy as markets adopt finer settlement resolution. These findings highlight the financial implications of high-resolution settlement for PV–battery asset owners and policy makers. • Hybrid PV battery plants operate in markets with shorter settlement times. • Methodology evaluates how shorter settlements affect battery life in hybrid systems. • Results suggest shorter settlement times decrease lithium ion battery lifetimes. • Results imply battery LCOE increases with finer market settlement resolution.

Energy ReportsVol. 15
Norwegian University of Science and Technology (NO), Institute for Energy Technology (NO)
Affordable and clean energy
Openalex Percentile: Top 27%
Advanced Battery Technologies Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.