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Gujjula Ramya

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Conference Aug 2026

Machine Failure Prediction for Predictive Maintenance Using Support Vector Machine and Isolation Forest

Predictive maintenance has become an important means of increasing the reliability of machines and reducing unexpected failures in industrial systems. This paper proposes a machine learning-based framework for machine failure prediction using operational data. The AI4I 2020 Predictive Maintenance Dataset is used, which...

Dhatrika Santhosh Kumar, Gujjula Ramya, Pulla Surya Deepak · 0 citations

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