Author

V. Gladkikh

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Open access Sep 2026

Predictive maintenance as a tool for the sustainable development of mining enterprises

Introduction. To improve the operational stability of mining enterprises, this study examines the relationship between equipment condition, production continuity, energy consumption, and environmental performance. The research focuses on the use of predictive maintenance for mining machinery whose failures directly aff...

A. Govorkov, V. Gladkikh, V. Perelygin et al. · Sustainable Development of M... · 0 citations

Open access Jul 2026

Application of Large Language Models for Detecting Semantic Ambiguity in Industrial Instructions: Impact on Human–Machine Interaction and User Experience in Process Automation Systems of a Metallurgical Plant

A method called Semantic Latent Choice Detection is presented, designed to systematically identify interpretation ambiguities in process instructions and operator commands, and shows a statistically significant reduction in errors related to misinterpretation of process regulations.

Viktor A. Vedeneev, V. Kondratiev, K. Suslov et al. · Automation · 1 citation

Open access Aug 2026

Domain-Specific Retrieval-Augmented Generation for Metallurgical R&D Knowledge Bases: A Hybrid Graph-Enhanced Approach

This work evaluates a confidence-adaptive graph-enhanced retrieval layer for metallurgical RAG in a controlled synthetic benchmark with explicitly specified generation and evaluation rules and shows how the retrieval rule behaves under controlled conditions.

Viktor A. Vedeneev, V. Kondratiev, A. Nazarychev et al. · International Conference on... · 0 citations