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Machine Learning in Tribology
| Machine Learning in Tribology |
| Autore | Tremmel Stephan |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (208 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology |
| Soggetto non controllato |
artificial intelligence
machine learning artificial neural networks tribology condition monitoring semi-supervised learning random forest classifier self-lubricating journal bearings reduced order modelling dynamic friction rubber seal applications tensor decomposition laser surface texturing texturing during moulding digital twin PINN reynolds equation triboinformatics databases data mining meta-modeling monitoring analysis prediction optimization fault data generation Convolutional Neural Network (CNN) Generative Adversarial Network (GAN) bearing fault diagnosis unbalanced datasets tribo-testing tribo-informatics natural language processing tribAIn BERT amorphous carbon coatings UHWMPE total knee replacement Gaussian processes rolling bearing dynamics cage instability regression neural networks random forest gradient boosting evolutionary algorithms rolling bearings remaining useful life feature engineering structure-borne sound |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576887003321 |
Tremmel Stephan
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Multiscale Entropy Approaches and Their Applications
| Multiscale Entropy Approaches and Their Applications |
| Autore | Humeau-Heurtier Anne |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (446 p.) |
| Soggetto topico | History of engineering & technology |
| Soggetto non controllato |
electrocardiogram
heart rate variability multiscale distribution entropy RR interval short-term inter-beat interval Alzheimer disease functional near infra-red spectroscopy signal complexity clock drawing test digit span test corsi block tapping test structural health monitoring multi-scale composite cross-sample entropy PD fault diagnosis variational mode decomposition multi-scale dispersion entropy HMSVM multiscale entropy embodied media tele-communication humanoid prefrontal cortex human behavior complexity page view sample entropy Wikipedia missing values physiological data medical information postural stability index stability states ensemble empirical mode decomposition gait Multiscale Permutation Entropy ordinal patterns estimator variance Cramér–Rao Lower Bound finite-length signals nonlinear dynamics multiscale indices cardiac risk stratification Holter long term monitoring multifractal spectrum multiscale time irreversibility predictability multiscale analysis entropy rate memory effect financial time series entropy cardiac autonomic neuropathy diabetes mental workload motif multi-scale entropy permutation entropy HRV SVM multivariate multiscale dispersion entropy multivariate time series electroencephalogram magnetoencephalogram CPD EEG sleep staging tensor decomposition preterm neonate bearing fault diagnosis weak fault multi-component signal local robust principal component analysis multi-scale permutation entropy brain complexity dynamic functional connectivity edge complexity fluid intelligence node complexity resting-state functional magnetic resonance imaging aging consolidation default mode network episodic memory fMRI network complexity resting state copula density dependency structures Voronoi decomposition ambient temperature telemetry systolic blood pressure pulse interval thermoregulation vasopressin center of pressure falls postural control cross-entropy multiscale cross-entropy asynchrony coupling cross-sample entropy cross-approximate entropy cross-distribution entropy cross-fuzzy entropy cross-conditional entropy eye movement events detection nonlinear analysis time series analysis approximate entropy fuzzy entropy multilevel entropy map time-scale decomposition heart sound ICEEMDAN RCMDE Fisher ratio biometric characterization multi-scale entropy (MSE) vector autoregressive fractionally integrated (VARFI) models heart rate variability (HRV) systolic arterial pressure (SAP) multivariate data |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557629003321 |
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Humeau-Heurtier Anne
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Sensors Fault Diagnosis Trends and Applications
| Sensors Fault Diagnosis Trends and Applications |
| Autore | Witczak Piotr |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (236 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
rolling bearing
performance degradation hybrid kernel function krill herd algorithm SVR acoustic-based diagnosis gear fault diagnosis attention mechanism convolutional neural network stacked auto-encoder weighting strategy deep learning bearing fault diagnosis intelligent leak detection acoustic emission signals statistical parameters support vector machine wavelet denoising Shannon entropy adaptive noise reducer gaussian reference signal gearbox fault diagnosis one against on multiclass support vector machine varying rotational speed fault detection and diagnosis faults estimation actuator and sensor fault observer design Takagi-Sugeno fuzzy systems automotive perception sensor lidar fault detection fault isolation fault identification fault recovery fault diagnosis fault detection and isolation (FDIR) autonomous vehicle model predictive control path tracking control fault detection and isolation braking control nonlinear systems fault tolerant control iterative learning control neural networks cryptography wireless sensor networks machine learning scan-chain diagnosis artificial neural network NARX control valve decision tree signature matrix |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557506603321 |
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Witczak Piotr
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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