Electrical admittance-based evaluation of piezoelectric active sensor condition using k-nearest neighbors and least-squares regression
In the electromechanical impedance-based health monitoring of structures, partial failure of piezoelectric lead zirconate titanate will result in signal changes, which may cause misjudgment of the structure state. Therefore, this paper proposes an evaluation method of the sensor condition based on k...
Main Authors: | Xie Jiang, Xin Zhang, Yuxiang Zhang |
---|---|
Format: | Article |
Language: | English |
Published: |
AIP Publishing LLC
2021-07-01
|
Series: | AIP Advances |
Online Access: | http://dx.doi.org/10.1063/5.0059275 |
Similar Items
-
Coupled Harmonic Admittance Identification Based on Least Square Estimation
by: Yaqiong Li, et al.
Published: (2018-09-01) -
AVERAGE MONTHLY RAINFALL FORECAST IN ROMANIA BY USING k-NEAREST NEIGHBORS REGRESSION
by: MARINOIU CRISTIAN
Published: (2018-08-01) -
Adaptive K-Nearest Neighbor Algorithm
by: Yu-Jia Gu, et al.
Published: (2009) -
Synchronizability of Multilayer Networks With K-nearest-neighbor Topologies
by: Li Zhang, et al.
Published: (2020-10-01) -
Love Thy Neighbor : The Connectivity of the k-nearest Neighbor Graph
by: Olsson, Christoffer
Published: (2018)