Establishment and optimization of sensor fault identification model based on classification and regression tree and particle swarm optimization

The accuracy of structural state evaluation may be affected by the damaged piezoelectric sensors. Therefore, it is necessary to identify the sensor fault during monitoring. This paper proposes a method based on classification and regression tree (CART) and particle swarm optimization (PSO) to improv...

Full description

Bibliographic Details
Main Authors: Xie Jiang, Xin Zhang, Yuxiang Zhang
Format: Article
Language:English
Published: IOP Publishing 2021-01-01
Series:Materials Research Express
Subjects:
Online Access:https://doi.org/10.1088/2053-1591/ac1cae