INTEGRATION OF DIGITAL TWINS AND PREDICTIVE ANALYTICS IN INDUSTRIAL SAFETY MANAGEMENT SYSTEM OF PETROCHEMICAL ENTERPRISES

The article reviews contemporary approaches to integrating digital twin (DT) and predictive analytics (PA) technologies to enhance industrial safety (IS) at petrochemical enterprises. Based on an analysis of domestic and foreign sources, a conceptual architecture of the integrated system is proposed, the key advantages and limitations of the technology are described, and directions for further research are outlined

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Publication Details

Journal
Scientific Papers Collection of the Angarsk State Technical University
Published
2025-06-24
DOI
https://doi.org/10.36629/2686-7788-2025-1-279-283
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
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article

INTEGRATION OF DIGITAL TWINS AND PREDICTIVE ANALYTICS IN INDUSTRIAL SAFETY MANAGEMENT SYSTEM OF PETROCHEMICAL ENTERPRISES

Denis Shadrin, Viktoriya Igumen'scheva
Scientific Papers Collection of the Angarsk State Technical University
Fault Detection and Control Systems
article

INTEGRATION OF DIGITAL TWINS AND PREDICTIVE ANALYTICS IN INDUSTRIAL SAFETY MANAGEMENT SYSTEM OF PETROCHEMICAL ENTERPRISES

Denis Shadrin, Viktoriya Igumen'scheva
article en

Abstract

The article reviews contemporary approaches to integrating digital twin (DT) and predictive analytics (PA) technologies to enhance industrial safety (IS) at petrochemical enterprises. Based on an analysis of domestic and foreign sources, a conceptual architecture of the integrated system is proposed, the key advantages and limitations of the technology are described, and directions for further research are outlined

Scientific Papers Collection of the Angarsk State Technical UniversityVol. 2025(1)
Angarsk State Technical Academy (RU)
Openalex Percentile: Top 83%
Fault Detection and Control Systems
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