Evidence map›Paper›PMID 40198706›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Maximizing underwater energy harvesting efficiency using flexible solar cells: A pathway to sustainable ocean power.

Haoliang Bai, Tonghui Lu, Wenzhuo Liu, Xianglin Li, Wenhao Lv, Song Lv

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Haoliang BaiSchool of Naval Architecture, Ocean and Energy Power Engineering, Wuhan University of Technology, Wuhan 430063, China.
Tonghui LuSchool of Naval Architecture, Ocean and Energy Power Engineering, Wuhan University of Technology, Wuhan 430063, China.
Wenzhuo LiuSchool of Naval Architecture, Ocean and Energy Power Engineering, Wuhan University of Technology, Wuhan 430063, China.
Xianglin LiSchool of Naval Architecture, Ocean and Energy Power Engineering, Wuhan University of Technology, Wuhan 430063, China.
Wenhao LvSchool of Materials Science and Engineering, Wuhan University of Technology, Wuhan 430063, China.
Song LvSchool of Naval Architecture, Ocean and Energy Power Engineering, Wuhan University of Technology, Wuhan 430063, China.ORCID 0009-0006-5953-1406

Funding

MOST | National Natural Science Foundation of China (NSFC) NSFC52106268Natural Science Foundation of Hubei Province 2022CFB748
6 · The paper itself

Abstract

Photovoltaic technology has emerged as a key candidate for powering underwater devices. However, traditional solar cells face limitations in real marine environments. Flexible solar cells offer new possibilities for underwater energy harvesting. This study identifies the optimal bandgap and depth for flexible underwater solar cells through detailed balance calculations and experiments. We also established an optical model for underwater flexible solar cells, determining the ideal curvature through outdoor testing. The flexible a-Si solar cell achieves an impressive maximum efficiency of 59.7% at 2 m, generating up to 15.9% more energy throughout the day compared to planar solar cells. Theoretical results surpass the fundamental limits of seabed solar collection, outperforming all existing underwater photovoltaic solutions. Building on this foundation, we demonstrated their all-day capabilities in powering unmanned underwater vehicles (UUVs) and LED light beacons. Furthermore, we explored the global power generation potential of flexible solar cells at typical depths, identifying the optimal operating ranges during different seasons and analyzing the power generation costs for typical water bodies. This study highlights the immense potential of flexible solar cells in advancing marine energy generation.

Indexed as

efficiencyflexible solar cellsglobal potential analysisoptical propertiespower

Identifiers

PMID40198706
PMCPMC12012475

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.