Predicting DEF Sensor Failures Before They Derail Your Fleet: A WatchTower Case Study
Diesel Laptops WatchTower uses anomaly detection to predict diesel exhaust fluid (DEF) sensor issues days, and often weeks, before a fault code or derate, so fleets can schedule repairs and avoid roadside events.
Diesel Power in Iceland - The Land of Fire and Ice
We love Iceland for the same reasons we love a well-run diesel shop, it looks rugged from the outside and it’s even tougher on the inside. From the outside, people see waterfalls and Northern Lights…but diesel pros like us see freight moving through wind, sleet, and black ice while engines...
How Transit Predictive Maintenance Detected a Failing DPF Before the ECM Did
Diesel Particulate Filters (DPFs) failures don't start with a loud alarm. They creep in as subtle shifts in differential pressure and regeneration behavior. In this transit predictive maintenance case, the vehicle's computer never warned of a DPF problem during the lead-up, but WatchTower flagged it one week before a diagnostic...