Rational Tuning of Hygroscopic Oscillation of Stacked Nanoflake Assemblies for Continuous Ambient Energy Harvesting

Z Zijing Zhang J Jimin Fu (Research Institute for Intelligent Wearable Systems School of Fashion and Textiles The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong) G Gesa Zhang (Department of Mechanical Engineering The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong) Z Zhihua Liang B Boxun Zhang (School of Electronic Information, University of Electronic Science and Technology of China Zhongshan Institute 1 , Zhongshan 528402,) H Haimin Yao (Department of Mechanical Engineering The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong)

Abstract

ABSTRACT Responsive materials deform under external stimuli but often move unidirectionally, limiting their application in energy conversion and harvesting. Astonishingly, membranes composed of hygroscopic 2D nanoflakes, such as titanium carbide (MXene) and graphene oxide (GO), exhibit spontaneous and sustained oscillations when exposed to a steady flow of water vapor. While this behavior implies significant potential of the stacked nanoflake assemblies (SNA) for propulsion and electricity generation, the underlying mechanism of this autonomous reciprocating motion remains poorly understood, hindering its practical applications. Herein, we address this challenge by identifying the key factors governing the dynamics of moisture‐driven oscillations, which finally fuse into three characteristic dimensionless parameters of the system. These parameters allow for the controllable tuning of the oscillation frequency, amplitude, and static bending angle. Furthermore, our study reveals that the oscillation is sustained by a negative feedback loop between moisture transport and mechanical motion. Guided by these insights, we achieve the rational design and optimization of SNA membranes for practical applications in continuous propulsion and energy harvesting from a weak ambient humidity gradient.

Article Details

Volume / Issue Vol. 1, Issue 1
Published May 04, 2026
ISSN 0935-9648
Publisher Unknown Publisher

Journal Info

Advanced Materials

Unknown Publisher

ISSN: 0935-9648 Physical Sciences

Authors (6)

Z

Zijing Zhang

J

Jimin Fu

Research Institute for Intelligent Wearable Systems School of Fashion and Textiles The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong

G

Gesa Zhang

Department of Mechanical Engineering The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong

Z

Zhihua Liang

B

Boxun Zhang

School of Electronic Information, University of Electronic Science and Technology of China Zhongshan Institute 1 , Zhongshan 528402,

H

Haimin Yao

Department of Mechanical Engineering The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong