Excavator Oil Filter 1R0741 Diesel Fuel Filter

 Design of Intelligent Monitoring System for Filter Elements of Construction Machinery

 ■ System architecture Three-layer perception network:

Physical layer: MEMS pressure sensor (±0.5% accuracy)

Transport Layer: LoRaWAN protocol (maximum 15km transmission)

Platform layer: Prediction algorithm based on Baidu AI Cloud

■ Economic benefits Application data of a certain mixing plant:

The cost of filter element replacement has been reduced by 38%

Unplanned downtime was reduced by 62%

ROI cycle: 7.3 months