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Author

G. Baenova

2 papers indexed here

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Open access Sep 2026

IMPLEMENTATION OF A PREDICTIVE MAINTENANCE SYSTEM IN AN AUTOMOTIVE ENTERPRISE: ECONOMIC IMPACT AND PRODUCTION RESULTS

The article presents the results of the pilot implementation of the predictive equipment maintenance system at the SaryarkaAvtoProm LLP automotive industry enterprise. The system is based on an ensemble of machine learning algorithms trained on multichannel sensor data (vibration, temperature, pressure, flow rate of pr...

D. Aldasheva, O. Salykova, K. Maulenov et al. · 0 citations
Open access Sep 2026

An Uncertainty-Aware Decision-Support System for Composite-Property Prediction with Physically Admissible Conformal Intervals

Machine-learning surrogates predict composite properties but report no calibrated reliability and may violate physics. Bound-constrained conformal prediction confines intervals to physical bounds but assumes them exact. This paper keeps the corridor as a hard constraint and characterizes what a decision-support system...

Magzhan Sarsenbay, S. Zhuzbayev, G. Baenova et al. · 0 citations

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