You are tasked to develop a predictive maintenance system for industrial machinery using AI. How would you approach the problem to ensure minimal downtime and maintain high predictive accuracy?

  • Use IoT sensors to collect real-time data.
  • Develop a complex neural network.
  • Apply traditional statistical methods.
  • Increase the maintenance frequency.
Using IoT sensors to collect real-time data is essential for predictive maintenance. It allows you to monitor machinery conditions, detect anomalies, and schedule maintenance when necessary, reducing downtime and maintaining accuracy.
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