August 20, 2025Open Access

Integration of IoT and Machine Learning for Predictive Maintenance in Manufacturing Industries

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Integration of IoT and machine learning improves predictive maintenance in manufacturing, suggesting enhanced efficiency.

Predictive maintenance via IoT and machine learning reduces downtime and operating costs in manufacturing, enhancing efficiency.
Up-to-date equipment health insights from IoT sensors and ML algorithms enable pre-emptive care, leading to better operations.
Research highlights IoT technologies and machine learning models for analyzing sensor data, improving decision-making activities.
Significant cost savings and potential for extended equipment life cycle demonstrate the value of IoT and ML in industry 4.0.

Singh et al. (2025) studied this question.

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