Predictive Maintenance using Machine Learning: A Case Study in Manufacturing Management

• Published in: 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) pp. 872 - 876
• Main Authors: Satwaliya, Deepanshu Singh, Thethi, H. Pal, Dhyani, Anubhuti, Kiran, G. Ravi, Al-Taee, Mustafa, Alazzam, Malik Bader
• Format: Conference Proceeding
• Language: English
• Published: IEEE 12.05.2023
• Subjects: AI applications; Boosting; Costs; data-supported decision making; Deep learning; deep learning algorithms; digital twins; digitalization; engine failure prediction; Fourth Industrial Revolution; inventory management; machine learning; Machine learning algorithms; Manufacturing; manufacturing management; Prediction algorithms; predictive maintenance; Production management; robotics

Predictive maintenance has become an important area of focus for many manufacturers in recent years, as it allows for the proactive identification of equipment issues before they become critical. In this paper, we present a case study in the application of machine learning for predictive maintenance...