How to Implement Machine Learning For Predictive Maintenance

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As Industry 4.0 continues to generate media attention, many companies are struggling with the realities of AI implementation. Indeed, the benefits of predictive maintenance such as helping determine the condition of equipment and predicting when maintenance should be performed, are extremely strategic. Needless to say that the implementation of ML-based solutions can lead to major cost savings, higher predictability, and the increased availability of the systems. After different ML projects, I wanted to write this article to share my experience and maybe help some of you integrate Machine Learning with predictive maintenance. What is predictive maintenance: In predictive maintenance scenarios, data is collected over time to monitor the state of equipment.