A novel holistic metric for sustainability assessment of photovoltaic/battery systems

The increasing reliance on renewable energy has increased the need for efficient, sustainable energy systems, particularly photovoltaic (PV)-battery systems, which are vital for many applications in diverse climatic regions and directly contribute to SDG 7 (Affordable and Clean Energy). Achieving sustainability in such systems requires evaluating their performance across different locations and climatic conditions, where traditional metrics often fall short in capturing the complexities of energy utilization and battery behavior. This study proposes a novel holistic metric (HM) that incorporates battery performance, energy utilization, and load dynamics, providing a more accurate measure of system performance and supporting SDG 12 (Responsible Consumption and Production). The methodology involves the use of hybrid optimization of multiple energy resources (HOMER) software to simulate PV-battery systems in three locations, namely, Cairo, Berlin, and Riyadh, over a three-year period (2017-2019), with a focus on the battery state of charge (SOC), cycling behavior, and energy efficiency. The results indicate that Riyadh, with its balanced solar conditions, achieved the highest long-term viability (HM ≈ 0.74), followed by Berlin (HM ≈ 0.69) and Cairo (HM ≈ 0.67), with Cairo's oversized PV system and Berlin's low solar availability influencing battery performance and system efficiency. This study concludes that tailoring PV-battery system design and energy management strategies to local conditions is crucial for optimizing battery longevity, energy efficiency, and system resilience, addressing SDG 13 (Climate Action). The findings contribute to a more comprehensive approach for evaluating and improving the resilience of PV-battery systems, addressing gaps in conventional sustainability metrics.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-08-16
DOI
https://doi.org/10.1038/s41598-025-14809-z
Citations
2
Primary Topic
Energy and Environment Impacts
Type
article
Field-Weighted Citation Impact
1.01

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A novel holistic metric for sustainability assessment of photovoltaic/battery systems

Rasha Elazab, Mohamed Daowd
2 citations
Scientific Reports
Energy and Environment Impacts
1.01
article

A novel holistic metric for sustainability assessment of photovoltaic/battery systems

Rasha Elazab, Mohamed Daowd
article en
2 citations

Abstract

The increasing reliance on renewable energy has increased the need for efficient, sustainable energy systems, particularly photovoltaic (PV)-battery systems, which are vital for many applications in diverse climatic regions and directly contribute to SDG 7 (Affordable and Clean Energy). Achieving sustainability in such systems requires evaluating their performance across different locations and climatic conditions, where traditional metrics often fall short in capturing the complexities of energy utilization and battery behavior. This study proposes a novel holistic metric (HM) that incorporates battery performance, energy utilization, and load dynamics, providing a more accurate measure of system performance and supporting SDG 12 (Responsible Consumption and Production). The methodology involves the use of hybrid optimization of multiple energy resources (HOMER) software to simulate PV-battery systems in three locations, namely, Cairo, Berlin, and Riyadh, over a three-year period (2017-2019), with a focus on the battery state of charge (SOC), cycling behavior, and energy efficiency. The results indicate that Riyadh, with its balanced solar conditions, achieved the highest long-term viability (HM ≈ 0.74), followed by Berlin (HM ≈ 0.69) and Cairo (HM ≈ 0.67), with Cairo's oversized PV system and Berlin's low solar availability influencing battery performance and system efficiency. This study concludes that tailoring PV-battery system design and energy management strategies to local conditions is crucial for optimizing battery longevity, energy efficiency, and system resilience, addressing SDG 13 (Climate Action). The findings contribute to a more comprehensive approach for evaluating and improving the resilience of PV-battery systems, addressing gaps in conventional sustainability metrics.

Scientific ReportsVol. 15(1)
Helwan University (EG)
Science and Technology Development Fund, Helwan University
Openalex Percentile: Top 24%
Energy and Environment Impacts
1.01
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.