[HTML][HTML] Challenges and solutions for designing Energy-Efficient and Low-Pollutant Machines in Off-Road hydraulics

D Padovani, P Dimitriou, T Minav - Energy Conversion and Management: X, 2024 - Elsevier
Increasing energy efficiency in off-road hydraulics is an essential requirement mainly
achieved by removing functional flow throttling in control valves and enabling energy …

Research on hydraulic system fault diagnosis method based on machine learning

Q Liu, M Li - Engineering Research Express, 2025 - iopscience.iop.org
This study proposes a machine learning-based fault diagnosis method for hydraulic
systems, focusing on using K-means clustering algorithm for data preprocessing, use …