Flexible High Temperature Stable Hydrogel Based Triboelectric Nanogenerator for Structural Health Monitoring and Deep Learning Augmented Human Motion Classification DOI

Ritu,

Rahul Mitra, Peter C. Sherrell

et al.

Small, Journal Year: 2025, Volume and Issue: unknown

Published: June 4, 2025

Abstract Triboelectric nanogenerators (TENGs) are an emerging technology that harvests abundant vibrational energy present in ambient environment. TENGs typically rely on polymer contact interfaces, which, while ideal for wearable and flexible applications, limit their applicability industry settings, where high‐temperature plant equipment generates plentiful wasted energy. In this study, a biocompatible PDMS‐hydrogel nanocomposite TENG is fabricated, containing nanoparticles of ZnAl‐layered double hydroxide (LDH). This device demonstrates maximum power density 110 µW cm −2 , nanocomposite‐based shows exceptional stability terms output voltage up to 200 °C, making it suitable harvesting waste from industrial equipment. The fabricated its potential structural health monitoring by exhibiting distinct spectral changes under different wave input excitations (sinusoidal, square, triangular) at the same frequency, signifying vibration analysis machines. With functionality, remains applicable human motion monitoring, environments. Here, demonstrated via deep learning model classification motions using waveforms. combination enables future extreme environment personnel monitoring.

Language: Английский

Empowering mechanical energy harvesting and intelligent noise detection with 2D fluorine functionalized BN-PVDF nanofibers based high performance piezoelectric nanogenerator DOI

B. S. Athira,

Kuzhichalil Peethambharan Surendran,

Achu Chandran

et al.

Chemical Engineering Journal, Journal Year: 2025, Volume and Issue: unknown, P. 160056 - 160056

Published: Jan. 1, 2025

Language: Английский

Citations

2
An energy efficient and sustainable approach to structural health monitoring in carbon fiber composites: harnessing sound-induced vibration with Ti3C2Tx MXene/AgNPs modified P(VDF-TrFE) sensors DOI
Fatemeh Mokhtari,

Richard W. Symes,

Žan Simon

et al.

Journal of Materials Chemistry A, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

2D MXenes and silver enhance the piezo sensor sensitivity for sound-induced vibration. These flexible, self-powered sensors enable damage detection in carbon fiber composites structural health monitoring automotive aerospace sectors.

Language: Английский

Citations

1
Recent Advances in Polyvinylidene Fluoride with Multifunctional Properties in Nanogenerators DOI Open Access
Yueming Hu, Feijie Wang,

Yan Ma

et al.

Small, Journal Year: 2025, Volume and Issue: unknown

Published: March 11, 2025

Abstract Amid the global energy crisis and rising emphasis on sustainability, efficient harvesting has become a research priority. Nanogenerators excel in converting abundant mechanical thermal into electricity, offering promising path for sustainable solutions. Among various nanogenerator's materials, Polyvinylidene fluoride (PVDF), with its distinctive molecular structure, exhibits multifunctional electrical properties including dielectric, piezoelectric pyroelectric characteristics. These combined excellent flexibility make PVDF prime candidate material nanogenerators. In nanogenerators, this is capable of efficiently collecting energy. This paper discusses how PVDF's are manifested three types nanogenerators compares performance these addition, strategies to improve output demonstrated, physical chemical modification as well structural optimization such hybrid structures external circuits. It also introduces application natural human harvesting, prospects medical technologies smart home systems. The aim promote use self‐powered sensing, monitoring, thereby providing valuable insights designing more versatile

Language: Английский

Citations

1
Piezoelectric spray for rapid fabrication of self-powered sensor based on sustainable textiles DOI
Shengping Li, Bilin Zhang,

Liangkang Huang

et al.

Composites Part A Applied Science and Manufacturing, Journal Year: 2025, Volume and Issue: unknown, P. 108979 - 108979

Published: April 1, 2025

Language: Английский

Citations

1
Enhanced Piezoelectric Performance of Highly-Aligned ZnO Nanorods Embedded in P(VDF-TrFE) Nanofiber Membranes DOI Open Access
Xingjia Li, Zhongbo Zhang,

Jianjun Ye

et al.

Polymers, Journal Year: 2025, Volume and Issue: 17(5), P. 585 - 585

Published: Feb. 22, 2025

Flexible and wearable electronics often rely on piezoelectric materials, Poly(vinylidene fluoride-trifluoroethylene) (P(VDF-TrFE)) membranes are popular for this application. However, their electromechanical performance is limited due to a relatively low coefficient. To address this, study investigates the incorporation of zinc oxide (ZnO) nanorods (NRs) into P(VDF-TrFE) nanofiber membrane matrix. ZnO NRs were synthesized doped well-aligned nanofibers using electrospinning with high-speed rotating drum. The impact NRs’ mass fraction properties was evaluated. Results show that maximum coefficient (d33) −62.4 pC/N, 9.5 times higher than neat P(VDF-TrFE), achieved. These enhanced demonstrated excellent in finger-tapping bending detection, making them promising large-scale flexible sensor applications electronics. This approach offers simple effective route improve materials devices.

Language: Английский

Citations

0
Confined orientation PVDF/MXene nanofibers for wearable piezoelectric nanogenerators DOI
Long Jin,

Yong Ao,

Tianpei Xu

et al.

Journal of Materials Chemistry A, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

The quest for high-performance wearable piezoelectric nanogenerators (PENGs) has intensified the focus on polyvinylidene fluoride (PVDF).

Language: Английский

Citations

0
Nature‐Inspired Macromolecular Biocomposites Based on Decellularized Extracellular Matrix DOI
Yi‐Han Lin, Yu-Ting Lin, Haili Hu

et al.

Macromolecular Rapid Communications, Journal Year: 2025, Volume and Issue: unknown

Published: May 26, 2025

Abstract Extracellular matrix (ECM) is a multifaceted network that encases cells, composed of various polysaccharides, proteins, and adhesion molecules, etc. It plays critical role in providing structural support to cells regulating essential cellular activities such as proliferation, migration, differentiation. Due these functions, decellularized extracellular (dECM) has attracted considerable interest biomedicine holds promising application potential. However, simple dECM materials are often insufficient meet the diverse demands different physiological or pathological microenvironments. Recently, composite made from biomaterials have emerged solution, significantly enhancing biological functions clinical applicability dECM. By using material preparation techniques, can be endowed with specific properties, enabling them better requirements biomedical applications. In this review, techniques for dECM‐based biomaterials, including physical crosslinking, chemical modification, 3D printing, electrospinning, summarized. Different types composites also classified, their properties discussed, highlighting suitability This review aims provide comprehensive reference development translation application.

Language: Английский

Citations

0
Flexible High Temperature Stable Hydrogel Based Triboelectric Nanogenerator for Structural Health Monitoring and Deep Learning Augmented Human Motion Classification DOI

Ritu,

Rahul Mitra, Peter C. Sherrell

et al.

Small, Journal Year: 2025, Volume and Issue: unknown

Published: June 4, 2025

Abstract Triboelectric nanogenerators (TENGs) are an emerging technology that harvests abundant vibrational energy present in ambient environment. TENGs typically rely on polymer contact interfaces, which, while ideal for wearable and flexible applications, limit their applicability industry settings, where high‐temperature plant equipment generates plentiful wasted energy. In this study, a biocompatible PDMS‐hydrogel nanocomposite TENG is fabricated, containing nanoparticles of ZnAl‐layered double hydroxide (LDH). This device demonstrates maximum power density 110 µW cm −2 , nanocomposite‐based shows exceptional stability terms output voltage up to 200 °C, making it suitable harvesting waste from industrial equipment. The fabricated its potential structural health monitoring by exhibiting distinct spectral changes under different wave input excitations (sinusoidal, square, triangular) at the same frequency, signifying vibration analysis machines. With functionality, remains applicable human motion monitoring, environments. Here, demonstrated via deep learning model classification motions using waveforms. combination enables future extreme environment personnel monitoring.

Language: Английский

Citations

0