Remote monitoring of pressure swing adsorption units

One or more non-transitory computer-readable media storing instructions that, when executed by one or more processors, cause a system to:

• receive sensor data from one or more sensors configured to measure operating information for a PSA unit;
• correlate the sensor data with metadata comprising time data;
• analyze the sensor data;
• transmit the sensor data and calculations to a dashboard;
• based on the analyzed sensor data, send a command for an adjustment to an operating condition related to the PSA unit;
• based on the sensor data from the one or more sensors, predict a remaining life of a valve of the PSA unit;
• and
• based on the predicted remaining life of the valve of the PSA unit, generate a recommendation for a maintenance to be performed on the valve of the PSA unit.

A method comprising:

• receiving, by a data analysis computing device, sensor data for a sensor associated with a PSA unit;
• based on analyzing the sensor data, determining a current operating condition for an element of the PSA unit;
• determining a difference between the current operating condition for the element of the PSA unit and an optimal operating condition for the element of the PSA unit;
• displaying the difference between the current operating condition and the optimal operating condition on a dashboard outlining recommendations for adjustments to the element of the PSA unit;
• based on the analyzed sensor data, determining a command for adjusting the element of the PSA unit to reduce the difference between the current operating condition and the optimal operating condition;
• sending the command for adjusting the element of the PSA unit;
• based on the sensor data from the one or more sensors, predict a remaining life of a valve of the PSA unit;
• and
• based on the predicted remaining life of the valve of the PSA unit, generate a recommendation for a maintenance to be performed on the valve of the PSA unit.