It has been shown that ultrasonic techniques work well for online measuring of circumferential oil film thickness profile in journal bearings; unfortunately, they can be limited by their range and unable to capture details the all around bearing circumference. Attempts model over full rely on deterministic approaches, which assume observations true with absolute certainty. Unaccounted uncertain...