trying to build a predictive monitoring app for a bag house filter system.
i'm in need of help for the user interface. code written in python with trained lstms models that predict data such as motor current and differential pressure using several inputs as seen in code.
also, in case of annomaly detection, the backend code estimates the remaining useful life of the equipment. it also stores all data in an SQLite3 database and uses the SMTP(simple mail transfer protocol) to alert users of annomaly in case they're not on the platform.
user interface should be able to display in charts, all data of variables used in code, pop up alerts on the platform in case of annomaly with remaining useful life for a specific equipment in a dashboard form.