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61

MFCC based ensemble learning method for multiple fault diagnosis of roller bearing
Choudakkanavar, Gangavva ; Mangai, J. Alamelu ; Bansal, Mohit
International Journal of Information Technology: An Official Journal of Bharati Vidyapeeth's Institute of Computer Applications and Management. :1-11

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62

Deep learning methods for damage detection of jacket-type offshore platforms.
Bao, Xingxian ; Fan, Tongxuan ; Shi, Chen ; et al.
Process Safety & Environmental Protection: Transactions of the Institution of Chemical Engineers Part B. Oct2021, Vol. 154, p249-261. 13p.

Manufacturing processes Convolutional neural net... Long short-term memory Industrial safety Machine learning
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63

Stacked Generalization for Improved Prediction of Ground Vibration from Blasting in Open-Pit Mine Operations
Kadingdi, Forsyth A. ; Ayawah, Prosper E. A. ; Azure, Jessica W. A. ; et al.
Mining, Metallurgy & Exploration: An Official International Peer-reviewed Journal of the Society. 39(6):2351-2363

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64

Robustification of the Random Forest: A Multitude of Decision Trees for Fault Diagnosis of Face Milling Cutter Through Measurement of Spindle Vibrations
Jogdeo, Atharva A. ; Patange, Abhishek D. ; Atnurkar, Atharva M. ; et al.
Journal of Vibration Engineering & Technologies. 12(3):4521-4539

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65

Measurement and Prediction of Chatter Stability in CNC Milling Using VMD and Decision Tree Classification
Kushwaha, Pushpendra Kumar ; Gupta, Pankaj ; Mishra, Rohit
MAPAN: Journal of Metrology Society of India. 40(4):943-962

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66

An anomaly detection methodology of load-carrying structure of satellite based on high-precision predictive model
Gu, Naijian ; Liu, Kun ; Wu, Wenhua ; et al.
In Acta Astronautica May 2024 218:330-341

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68

Development of a Machine Learning-Based Damage Identification Method Using Multi-Point Simultaneous Acceleration Measurement Results.
Chun PJ ; Yamane T ; Izumi S ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: PubMed not MEDLINE; MEDLINE

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69

The novel Vogel's approximation method integrated with a random forest algorithm in the vibration analysis of a two-directional functionally graded taper porous beam: Assessment
Chintalapudi, Ravikiran ; Kannaiyan, Geetha Narayanan ; Pappula, Bridjesh ; et al.
In Scientific African December 2024 26

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70

Comparative Analysis of Machine Learning Techniques for Identifying Multiple Force Systems from Accelerometer Measurements.
Pinheiro GS ; Setúbal FADN ; Filho SSC ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: PubMed not MEDLINE; MEDLINE

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71

Optimized machine learning methods for identifying the stiffness loss of CRTS-II slab track based on vehicle vibration signals
Shi, Tao ; Lou, Ping ; Yang, T.Y.
In Advanced Engineering Informatics October 2024 62 Part D

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72

Probabilistic machine learning for detection of tightening torque in bolted joints.
Miguel, Luccas P ; Teloli, Rafael de O ; da Silva, Samuel ; et al.
Structural Health Monitoring; Sep2022, Vol. 21 Issue 5, p2136-2151, 16p

BOLTED joints GAUSSIAN mixture models KRIGING TORQUE RANDOM vibration INTERPOLATION algorithms …
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73

Predicting mechanical properties of magnetorheological elastomers during the manufacturing process using a new machine learning method
Wang, Qiyu ; Peng, Lai ; Shen, Yurui ; et al.
In Engineering Applications of Artificial Intelligence 15 September 2025 156 Part A

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74

Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data
Mey, Oliver ; Neudeck, Willi ; Schneider, André ; et al.

Electrical Engineering a... Computer Science - Machi...
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75

Real-time monitoring of disc cutter wear in tunnel boring machines: A sound and vibration sensor-based approach with machine learning technique
Akhlaghi, Mohammad Amir ; Bagherpour, Raheb ; Hoseinie, Seyed Hadi
In Journal of Rock Mechanics and Geotechnical Engineering March 2025 17(3):1700-1722

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76

Broadband vibration energy harvesting using nonlinear multi degree-of-freedom mechanical filters
Song, Kailing ; Bonnin, Michele ; Traversa, Fabio L. ; et al.
Nonlinear Dynamics: An International Journal of Nonlinear Dynamics and Chaos in Engineering Systems. :1-17

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77

Vibration-based non-destructive prediction of wood moisture content using machine learning models
Shi, Jiawen ; Zhang, Jiawei ; Li, Aoyun ; et al.
In Microchemical Journal November 2025 218

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78

Machine-learning-driven automatic application of the stochastic subspace identification method
Rosso, Marco Martino ; Aloisio, Angelo ; Marano, Giuseppe Carlo ; et al.
In Procedia Structural Integrity 2024 64:507-514

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79

An experimental methodology to evaluate machine learning methods for fault diagnosis based on vibration signals
Rauber, Thomas Walter ; da Silva Loca, Antonio Luiz ; Boldt, Francisco de Assis ; et al.
In Expert Systems With Applications 1 April 2021 167

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80

Characterization of Covid-19 infected pregnant women sera using laboratory indexes, vibrational spectroscopy, and machine learning classifications.
Guleken Z ; Jakubczyk P ; Wiesław P ; et al.
Publisher: Elsevier Country of Publication: Netherlands NLM ID: 2984816R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3573 (Electronic) Linking ISSN: 00399140 NLM ISO Abbreviation: Talanta Subsets: MEDLINE

Female Humans Laboratories Machine Learning Pregnancy Pregnant People …
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