Dredge Pipe Wear Prediction

Physics-Informed ML for predictive maintenance of dredging equipment

Advanced wear prediction for dredge pipes using Physics-Informed Machine Learning. Combining operational data with physical degradation models to forecast pipe wear and optimize replacement schedules. Full case study is rendered by the application.