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Hybrid learning strategies: integrating supervised and reinforcement techniques for railway wheel wear management with limited measurement data
Published 2025-01-01Subjects: Get full text
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Acoustical Source Tracing Using Independent Component Analysis and Correlation Analysis
Published 2015-01-01“…Therefore, all the source information contained in the measured acoustical signals can be independently separated and traced, which can provide more purer source information for condition monitoring and fault diagnosis.…”
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Alpha Stable Distribution Based Morphological Filter for Bearing and Gear Fault Diagnosis in Nuclear Power Plant
Published 2015-01-01“…Vibration based condition monitoring is more complicated for the gear and bearing of planetary gearbox than those of fixed-axis gearbox. …”
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General Log-Linear Weibull Model Combining Vibration and Temperature Characteristics for Remaining Useful Life Prediction of Rolling Element Bearings
Published 2020-01-01“…In industrial applications, the vibration and temperature measurements of rolling element bearings are known as two popular condition monitoring methods. The previously published method for remaining useful life (RUL) prediction has been limited to using the vibration signal. …”
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Planetary Gearbox Vibration Signal Characteristics Analysis and Fault Diagnosis
Published 2015-01-01“…The structure and motion type of a planetary gearbox are more complex in comparison with a fixed-shaft one, which makes condition monitoring and fault diagnosis of planetary gearbox a challenging issue in practical applications. …”
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Control Application of Piezoelectric Materials to Aeroelastic Self-Excited Vibrations
Published 2014-01-01“…On the other hand, there is an industrial interest in measurement of displacement, velocity, acceleration, or a contribution of them for machinery condition monitoring. Considering this criterion in quadratic optimal control systems, a special style of performance index is configured. …”
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Accurate Assessment of Computed Order Tracking
Published 2006-01-01“…Tests on real data measured on the main transmissions of a mining shovel were carried out, and we concluded that the new method is appropriate for the condition monitoring of this type of machine.…”
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Nondestructive Detection of Valves Using Acoustic Emission Technique
Published 2015-01-01“…The applications of AE technique in valves are focused on condition monitoring, failure, cavitation detection, and the development of portable measuring devices. …”
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Multisensor Based Neutral Function Identification of Solenoid Valve
Published 2014-04-01“…Condition monitoring of hydraulic systems has been using automatic control in industrial system. …”
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Predictive Modeling of a Two-Stage Gearbox towards Fault Detection
Published 2016-01-01“…The eventual goal of condition monitoring is to be able to interpret vibration signals from nonstationary machinery in order to identify the type and severity of gear damage. …”
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Raceway Defect Frequency Deviation of Full-Ceramic Ball Bearing Induced by Fit Clearance in Wide Temperature Ranges
Published 2021-01-01“…Full-ceramic ball bearings are widely applied in wide temperature ranges due to their excellent thermal shock resistance, and the condition monitoring and fault diagnosis are mainly conducted through the spectrum analysis based on the defect frequencies. …”
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Infrared Thermal Images of Solar PV Panels for Fault Identification Using Image Processing Technique
Published 2022-01-01“…One of the significant challenges is the fault identification of the solar PV module, since a vast power plant condition monitoring of individual panels is cumbersome. …”
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A Hybrid Chatter Detection Method Based on WPD, SSA, and SVM-PSO
Published 2020-01-01“…Thus it is very crucial to develop an effective condition monitoring system to extract the chatter feature before chatter vibration grows. …”
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Improved CenterNet for Accurate and Fast Fitting Object Detection
Published 2022-01-01“…Accurate and fast detection of typical fittings is the prerequisite of condition monitoring and fault diagnosis. At present, most successful fitting detectors are anchor-based, which are challenging to meet the requirements of edge deployment. …”
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Fault Detection and Diagnosis for Gas Turbines Based on a Kernelized Information Entropy Model
Published 2014-01-01“…In this work, we introduce a remote system for online condition monitoring and fault diagnosis of gas turbine on offshore oil well drilling platforms based on a kernelized information entropy model. …”
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A Brief Review of Recent Research on Reversible Francis Pump Turbines in Pumped Storage Plants
Published 2025-01-01“…Moreover, the development and application of intelligent condition monitoring and fault diagnosis aim to prevent failures and accidents in pumped storage plants.…”
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Nonlinear Dynamic Characteristics of Multidisk Rod Fastening Rotor with Axial Unbalance Mass Distribution
Published 2022-01-01“…The results can provide a theoretical basis for condition monitoring and fault diagnosis of rod fastening rotor.…”
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Optimal SES Selection Based on SVD and Its Application to Incipient Bearing Fault Diagnosis
Published 2018-01-01“…To distinguish the incipient fault of bearing before it steps into serious failure is the main task of condition monitoring and fault diagnosis technology which could guarantee the reliability and security of rotating machinery. …”
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