Cargando…

A NARX Model-Based Condition Monitoring Method for Rotor Systems

In this study, we developed a data-driven frequency domain analysis method for rotor systems using the NARX (Nonlinear Auto-Regressive with eXternal input) model established by system vibration signals. We propose a model-based index of fault features calculated in a multi-frequency range to facilit...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gao, Yi, Yu, Changshuai, Zhu, Yun-Peng, Luo, Zhong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422302/ https://www.ncbi.nlm.nih.gov/pubmed/37571661 http://dx.doi.org/10.3390/s23156878

Ejemplares similares

Temperature prediction of solar greenhouse based on NARX regression neural network
por: Gao, Maosheng, et al.
Publicado: (2023)

Individual modelling of haematotoxicity with NARX neural networks: A knowledge transfer approach()()()()
por: Steinacker, Marie, et al.
Publicado: (2023)

Empirical Analysis for Stock Price Prediction Using NARX Model with Exogenous Technical Indicators
por: Dhafer, Ali H., et al.
Publicado: (2022)

Hysteresis Modeling in Iron-Dominated Magnets Based on a Multi-Layered NARX Neural Network Approach
por: Amodeo, Maria, et al.
Publicado: (2021)

Enhancing PM(2.5) Prediction Using NARX-Based Combined CNN and LSTM Hybrid Model
por: Moursi, Ahmed Samy AbdElAziz, et al.
Publicado: (2022)

A data calibration method for micro air quality detectors based on a LASSO regression and NARX neural network combined model
por: Liu, Bing, et al.
Publicado: (2021)

Prediction of Biceps Muscle Electromyogram Signal Using a NARX Neural Network
por: Khodadadi, Vahid, et al.
Publicado: (2023)

Prediction of ground-level ozone by SOM-NARX hybrid neural network based on the correlation of predictors
por: Xiong, Qinqing, et al.
Publicado: (2022)

TV-NARX and Coiflets WPT based time-frequency Granger causality with application to corticomuscular coupling in hand-grasping
por: Zhu, Feifei, et al.
Publicado: (2022)

Sensor Fusion with NARX Neural Network to Predict the Mass Flow in a Sugarcane Harvester
por: de Lima, Jeovano de Jesus Alves, et al.
Publicado: (2021)

Analytical methods in rotor dynamics
por: Dimarogonas, Andrew D, et al.
Publicado: (2013)

Time-series NARX feedback neural network for forecasting impedance cardiography ICG missing points: a predictive model
por: Benouar, Sara, et al.
Publicado: (2023)

Estimating the incidence of spontaneous breathing effort of mechanically ventilated patients using a non-linear auto regressive (NARX) model
por: Zainol, Nurhidayah Mohd, et al.
Publicado: (2022)

An Identification Method for Rotor Direction Based on Charge Induction
por: Chang, Ronghui, et al.
Publicado: (2021)

Rotor
por: Sylvie Prodon
Publicado: (2006)

Defining the optimal conditions using FFNNs and NARX neural networks for modelling the extraction of Sc from aqueous solution by Cryptand-2.2.1 and Cryptand-2.1.1
por: Dawood Salman, Ali, et al.
Publicado: (2023)

Wireless Monitoring of Induction Machine Rotor Physical Variables
por: Doolan Fernandes, Jefferson, et al.
Publicado: (2017)

Seasonality and trend prediction of scarlet fever incidence in mainland China from 2004 to 2018 using a hybrid SARIMA-NARX model
por: Wang, Yongbin, et al.
Publicado: (2019)

New Rotor Position Redundancy Decoding Method Based on Resolver Decoder
por: Yu, Anbo, et al.
Publicado: (2022)

The NarX-NarL two-component system regulates biofilm formation, natural product biosynthesis, and host-associated survival in Burkholderia pseudomallei
por: Mangalea, Mihnea R., et al.
Publicado: (2022)

Autonomous Multi-Rotor Aerial Platform for Air Pollution Monitoring
por: Cozma, Alexandru, et al.
Publicado: (2022)

Thrust Vectoring Control of a Novel Tilt-Rotor UAV Based on Backstepping Sliding Model Method
por: Yu, Zelong, et al.
Publicado: (2023)

Nonlinear dynamics of rotor system supported by bearing with waviness
por: Nan, Guofang, et al.
Publicado: (2020)

A Vibration Sensor-Based Method for Generating the Precise Rotor Orbit Shape with General Notch Filter Method for New Rotor Seal Design Testing and Diagnostics
por: Kalista, Karel, et al.
Publicado: (2021)

Field Balancing and Harmonic Vibration Suppression in Rigid AMB-Rotor Systems with Rotor Imbalances and Sensor Runout
por: Xu, Xiangbo, et al.
Publicado: (2015)

Identification of Load Categories in Rotor System Based on Vibration Analysis
por: Zhang, Kun, et al.
Publicado: (2017)

Indoor Visual-Based Localization System for Multi-Rotor UAVs
por: Bertoni, Massimiliano, et al.
Publicado: (2022)

Optimizing of particle accelerated rotor parameters using the discrete element method
por: Sun, Bo, et al.
Publicado: (2023)

Computational techniques of rotor dynamics with the finite element method
por: Vollan, Arne, et al.
Publicado: (2012)

Molecular Rotors as Switches
por: Xue, Mei, et al.
Publicado: (2012)

M3 transition in the two-rotor model
por: Lo-Iudice, N
Publicado: (1986)

Admission NarxCare Narcotic Scores Are Associated With Increased Odds of Readmission and Prolonged Length of Hospital Stay After Primary Elective Total Knee Arthroplasty
por: Galivanche, Anoop R., et al.
Publicado: (2022)

Simulations of the Rotor-Stator-Cavity Flow in Liquid-Floating Rotor Micro Gyroscope
por: Wang, Chunze, et al.
Publicado: (2023)

Turbine Rotor Disk Health Monitoring Assessment Based on Sensor Technology and Spin Tests Data
por: Abdul-Aziz, Ali, et al.
Publicado: (2013)

Monitoring membrane viscosity in differentiating stem cells using BODIPY-based molecular rotors and FLIM
por: Kashirina, Alena S., et al.
Publicado: (2020)

A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter
por: Yu, Linxin, et al.
Publicado: (2021)

The importance of the rotor in hydrazone-based molecular switches
por: Su, Xin, et al.
Publicado: (2012)

Interoperable Nanoparticle Sensor Capable of Strain and Vibration Measurement for Rotor Blade Monitoring
por: Min, Soo-Hong, et al.
Publicado: (2021)

A New Nonlinear Autoregressive Exogenous (NARX)-based Intra-spinal Stimulation Approach to Decode Brain Electrical Activity for Restoration of Leg Movement in Spinally-injured Rabbits
por: Younessi Heravi, Mohamad Amin, et al.
Publicado: (2023)

Study on the bistable vibration behaviour of a rod-fastened rotor-bearing system
por: Li, Jiaqi, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_idkio8q136mu6l3qlc8t57pdda