Evidence map›Paper›PMID 42844262›Full record

ArticleNature communications2026

Harvesting environmental circadian oscillations for energy autonomy of soft robots.

Sergio Picella, Alberto Comoretto, Olivier Vaarkamp, Johannes T B Overvelde

Abstract read
In one paragraph

Article in Nature communications, 2026. 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

4 authors.

Sergio PicellaAutonomous Matter Department, AMOLF, Amsterdam, The Netherlands.
Alberto ComorettoAutonomous Matter Department, AMOLF, Amsterdam, The Netherlands.ORCID http://orcid.org/0009-0005-1149-1401
Olivier VaarkampAutonomous Matter Department, AMOLF, Amsterdam, The Netherlands.
Johannes T B OverveldeAutonomous Matter Department, AMOLF, Amsterdam, The Netherlands. j.t.b.overvelde@tue.nl.ORCID http://orcid.org/0000-0003-0253-0147

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Energy autonomy remains elusive in soft robotic devices, yet is essential for real-world operation beyond laboratory environments. Existing onboard energy-source strategies for air-powered soft robots require manual intervention for long-term use. We propose a thermopneumatic strategy that exploits circadian thermal oscillations and a pneumatic control circuit to enable energy autonomy in soft robotic systems. Our thermodynamic cycle harvests environmental thermal energy, stores it as pneumatic pressure, and autonomously discharges it to power soft pneumatic devices. Using a low-boiling-point fluid, our design repeatedly generates sufficient energy for pneumatic soft robots. Our model indicates this strategy is applicable worldwide under sufficient light intensity and ambient temperature. In a single real-world thermal cycle, our design triggered 142 activations of a self-oscillating actuator, while a two-limbed soft pneumatic robot harvested thermal energy to achieve locomotion. This study presents a long-term energy-harvesting strategy enabling energy autonomy in electronic-free soft robots without repeated manual intervention.

Identifiers

PMID42844262
PMCPMC13645797

What OpenQuestion holds

Textmetadata
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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.