Use of Savitzky-Golay filter for performances improvement of SHM systems based on neural networks and distributed PZT sensors

Mario A. de Oliveira; Nelcileno V.S. Araujo; Rodolfo N. da Silva; Tony I. da Silva; Jayantha Epaarachchi

doi:10.3390/s18010152

Use of Savitzky-Golay filter for performances improvement of SHM systems based on neural networks and distributed PZT sensors

Mario A. de Oliveira^*, Nelcileno V.S. Araujo, Rodolfo N. da Silva, Tony I. da Silva, Jayantha Epaarachchi

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

40 Citations (SciVal)

Original language	English
Article number	152
Journal	Sensors (Switzerland)
Volume	18
Issue number	1
DOIs	https://doi.org/10.3390/s18010152
Publication status	Published (VoR) - 8 Jan 2018

Funding

Acknowledgments: This work has been partially funded by the PROPES-IFMT (Grants 049-2017 and 033-2016) and by the Research Agency of Mato Grosso State (FAPEMAT: Grant 0428056/2016).

Funders	Funder number
PROPES-IFMT	033-2016, 049-2017
Research Agency of Mato Grosso State
Fundação de Amparo à Pesquisa do Estado de Mato Grosso	0428056/2016

Keywords

Artificial intelligence
Electromechanical impedance
Euclidean distance
Fuzzy ARTMAP network
Pattern recognition
Piezoelectricity
Probabilistic neural network
SHM

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10.3390/s18010152

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title = "Use of Savitzky-Golay filter for performances improvement of SHM systems based on neural networks and distributed PZT sensors",

keywords = "Artificial intelligence, Electromechanical impedance, Euclidean distance, Fuzzy ARTMAP network, Pattern recognition, Piezoelectricity, Probabilistic neural network, SHM",

author = "{de Oliveira}, {Mario A.} and Araujo, {Nelcileno V.S.} and {da Silva}, {Rodolfo N.} and {da Silva}, {Tony I.} and Jayantha Epaarachchi",

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AU - de Oliveira, Mario A.

AU - Araujo, Nelcileno V.S.

AU - da Silva, Rodolfo N.

AU - da Silva, Tony I.

AU - Epaarachchi, Jayantha

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KW - Artificial intelligence

KW - Electromechanical impedance

KW - Euclidean distance

KW - Fuzzy ARTMAP network

KW - Pattern recognition

KW - Piezoelectricity

KW - Probabilistic neural network

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Use of Savitzky-Golay filter for performances improvement of SHM systems based on neural networks and distributed PZT sensors

Funding

Keywords

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