An Artificial Intelligence-Assisted Flexible and Wearable Mechanoluminescent Strain Sensor System.

ABSTRACT: The complex wiring, bulky data collection devices, and difficulty in fast and on-site data interpretation significantly limit the practical application of flexible strain sensors as wearable devices. To tackle these challenges, this work develops an artificial intelligence-assisted, wireless, flexible, and wearable mechanoluminescent strain sensor system (AIFWMLS) by integration of deep learning neural network-based color data processing system (CDPS) with a sandwich-structured flexible mechanoluminescent sensor (SFLC) film. The SFLC film shows remarkable and robust mechanoluminescent performance with a simple structure for easy fabrication. The CDPS system can rapidly and accurately extract and interpret the color of the SFLC film to strain values with auto-correction of errors caused by

SUBMITTER: Dong Y 

PROVIDER: S-EPMC11564496 | biostudies-literature | 2024 Nov

REPOSITORIES: biostudies-literature