Adjustment of an infusion pump based on pressure changes in an infusion line

A method comprising:

• detecting, with one or more pressure sensors associated with an infusion pump, a pressure change outside of a pressure threshold in an intravenous infusion line associated with the infusion pump;
• determining whether the pressure change is due to backpressure associated with a infusion line set connected to the intravenous infusion line or due to static pressure associated with a fluid container providing a fluid to the intravenous infusion line, said determining based at least in part on which of the one or more pressure sensors associated with the infusion pump detected the pressure chance;
• determining that the pressure change occurred over a first threshold period of time;
• determining that the pressure change did not result from an occlusion event based on the pressure change occurring over the first threshold period of time;
• and
• after determining that the pressure change did not result from an occlusion event:
• when the pressure change is due to backpressure, the method includes at least one of:
• (a) providing a first indication that the pressure change is associated with the patient infusion line set, and
• (b) generating, using a first decision model, a backpressure adjustment for the infusion pump, the first decision model configured to generate the backpressure adjustment based at least in part on the pressure change and a characteristic of the infusion pump during the first threshold period of time, and causing the infusion pump to adjust operation in accordance with the backpressure adjustment;
• and
• when the pressure change is due to static pressure, the method includes at least one of:
• (a) providing a second indication that the pressure change is associated with the fluid container, and
• (b) generating, using a second decision model, a static pressure adjustment for the infusion pump, the second decision model configured to generate the static pressure adjustment based at least in part on the pressure change, a first characteristic of the infusion pump during the first threshold period of time, and a second characteristic of the fluid container, and causing the infusion pump to adjust operation in accordance with the static pressure adjustment.