Help to Choose right ML Technique

@ankit524 wrote:

Good evening all
I want guidance on my project which is related to condition based health monitoring of electrical motors.
Data from different IOT sensors are coming to database in different format. Which ML technique to apply to achieve following :-

1. Detect If any parameter goes beyond permissible limit
2. Predict when motor will fail in future based on present condition and due to which parameter.
3. Suggest maintenance routine whenever due, basically motor itself tells when to do maintenance.

Please help, I’m very much confused.

Regards
Ankit

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