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

45 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

Access to Document

10.3390/s18010152

Cite this

@article{4f5248a17e5b4326950c7afbd32715bd,

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",

note = "Publisher Copyright: {\textcopyright} 2018 by the authors. Licensee MDPI, Basel, Switzerland.",

year = "2018",

month = jan,

day = "8",

doi = "10.3390/s18010152",

language = "English",

volume = "18",

journal = "Sensors (Switzerland)",

issn = "1424-8220",

publisher = "MDPI",

number = "1",

}

TY - JOUR

T1 - Use of Savitzky-Golay filter for performances improvement of SHM systems based on neural networks and distributed PZT sensors

AU - de Oliveira, Mario A.

AU - Araujo, Nelcileno V.S.

AU - da Silva, Rodolfo N.

AU - da Silva, Tony I.

AU - Epaarachchi, Jayantha

PY - 2018/1/8

Y1 - 2018/1/8

KW - Artificial intelligence

KW - Electromechanical impedance

KW - Euclidean distance

KW - Fuzzy ARTMAP network

KW - Pattern recognition

KW - Piezoelectricity

KW - Probabilistic neural network

KW - SHM

UR - https://www.scopus.com/pages/publications/85042771311

UR - https://www.scopus.com/inward/citedby.url?scp=85042771311&partnerID=8YFLogxK

U2 - 10.3390/s18010152

DO - 10.3390/s18010152

M3 - Article

C2 - 29316693

AN - SCOPUS:85042771311

SN - 1424-8220

VL - 18

JO - Sensors (Switzerland)

JF - Sensors (Switzerland)

IS - 1

M1 - 152

ER -

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

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Cite this