A system and method for monitoring performance of field assets are disclosed. A method may include transmitting packets on a shared bus located in a field asset may be captured. The captured packets may be analyzed to determine one or more operational parameters associated with one or more peripheral devices coupled to the shared bus. The one or more operational parameters may be analyzed to determine an operational efficiency of the field asset.