Source abstract
Abstract
With the rapid development of the Industrial Internet and intelligent technologies, vibration sensors have evolved into core components of mechanical condition monitoring and equipment health management. Analyzing vibration signals enables real-time monitoring, fault prediction, and life assessment. However, most commercial sensors exhibit anisotropic responses to multidirectional stimuli, limiting their performance in complex environments. To address this issue, we propose a rigid–flexible hybrid vibration sensor based on a symmetric cross-beam structure, which significantly enhances directional response uniformity. A composite PDMS–copper substrate is adopted to tune mechanical properties, combining flexibility with structural robustness. Furthermore, a high-sensitivity bioinspired sensing interface is fabricated by generating microcrack networks on copper via femtosecond laser ablation, followed by silver nanoparticle deposition through magnetron sputtering. The resulting sensor exhibits excellent omnidirectional dynamic response, with a sensitivity of 3.53 kPa–1, linearity of 0.984, and broad frequency detection from 20 to 900 Hz. It also demonstrates high stability and accuracy in practical applications. Benefiting from a simplified structure and scalable fabrication process, the proposed sensor reduces production costs and technical complexity. These advantages highlight its strong potential for intelligent manufacturing, wearable electronics, robotic sensing, and vibration monitoring in complex mechanical systems.
Source: openalex_inverted_index · Quality: baseline
Affiliations
State Key Laboratory of Precision Manufacturing for Extreme Service Performance, College of Mechanical and Electrical Engineering
Central South University
Hunan Agricultural Forestal and Industrial Prospective Design Institute, Co., Ltd.
Key Laboratory of Bionic Engineering, Ministry of Education
Jilin University
College of Engineering Technology
Jilin Agricultural University
Shanghai Aerospace Equipment Manufacture Co., Ltd
Funding
Natural Science Foundation of Hunan Province · National Key Research and Development Program of China · National Natural Science Foundation of China · State Key Laboratory of Precision Manufacturing for Extreme Service Performance, Central South University