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Synchronous In‐Situ Self‐Powered Monitoring Method for Speed and Skidding of High‐Speed Bearing Based on Triboelectric Nanogenerator

Ruoshui Liu, Hengyu Li, Pengfei Wang, Jianyang Zhu, Shaohua Zhang, Lu Gao, Zheng Yang, Le Gu, Tinghai Cheng

2025Advanced Functional Materials8 citationsDOI

Abstract

Abstract Speed and skidding rate are crucial parameters for evaluating bearing performance, and their effective monitoring is essential for early fault detection and ensuring reliable equipment operation. Current monitoring methods often face limitations in installation space and insufficient measurement accuracy, making in‐situ monitoring difficult and restricting their practical application. To address these challenges, this study proposes a method for synchronous in‐situ monitoring of bearing speed and skidding. Two triboelectric nanogenerators (TENGs) are integrated within the confined space of the bearing, employing the snap‐fit embedded connection between the cage, inner ring and rotor, thereby enabling precise and reliable monitoring. Utilizing dynamic contact mode, the TENG achieves enhanced durability while maintaining an optimal output performance. Based on this method, a bearing condition monitoring sensor (BCMS) is developed. The BCMS demonstrates exceptional measurement precision across an operational speed range of 600–6000 rpm, achieving a speed monitoring error of less than 0.10% and a skidding error within 0.25%, while still providing effective output after over 8 million cycles. Furthermore, a high‐speed bearing working state monitoring system is developed to enable online monitoring of bearing speed and skidding under various operating conditions. This study provides a new method for the development of self‐powered smart bearings.

Topics & Concepts

Triboelectric effectNanogeneratorMaterials scienceBearing (navigation)Speed measurementSpeed of light (cellular automaton)High-speed cameraAutomotive engineeringComputer scienceComposite materialOpticsEngineeringArtificial intelligencePhysicsPiezoelectricityAdvanced Sensor and Energy Harvesting MaterialsConducting polymers and applicationsMuscle activation and electromyography studies
Synchronous In‐Situ Self‐Powered Monitoring Method for Speed and Skidding of High‐Speed Bearing Based on Triboelectric Nanogenerator | Litcius