Latafat A. Gardashova

Modern Anomaly Detection Methods in Industry: A Comparative Analysis of Machine Learning Algorithms and Their Application to Improve the Efficiency of Manufacturing Processes

2025 · Premier journal of science.

BACKGROUND The growing complexity of industrial systems and the large volume of operational data have increased the demand for automated anomaly detection to ensure production efficiency and stability. Machine learning methods provide promising solutions for …