State Key Laboratory of Mechanical Transmission

Recent papers from State Key Laboratory of Mechanical Transmission

1. Knowledge Graphs in Manufacturing Robots: Task Execution and Knowledge Maintenance2026
2. Online Monitoring and Damage-Oriented Health Management of Multi-Disc Clutch Considering Digital Twin: A ReviewMaterials · 2026
3. Physics-Informed Machine Learning-Based Dynamic Parameter Identification of Gear Systems Using a Harmonic Complex-Spectrum LossApplied Sciences · 2026
4. Spider-inspired bidirectional robotic joints driven by electrohydraulic multiaxial strainScience Advances · 2026
5. A PINN-assisted physics-guided meta-heuristic optimization method for material–energy synergy in converter steelmakingSwarm and Evolutionary Computation · 2026
6. Improving the interfacial bonding strength of CuCrZr/316L multi-material during laser powder bed fusion by scanning strategiesOptics & Laser Technology · 2026
7. A multi-scale progressive fusion method for predicting the remaining useful life of gears guided by a control-equation-compatible a priori cascadeMechanical Systems and Signal Processing · 2026
8. A Novel In Situ Wireless Monitoring of Bearing Cage Vibration and Skidding via Integrated Triboelectric and MEMS SensingAdvanced Materials Technologies · 2026
9. Thermal–hydraulic design and multi-objective optimisation of a cicada-wing-vein-inspired liquid cooling plate for lithium-ion battery thermal managementInternational Journal of Heat and Fluid Flow · 2026
10. A Meta‐Action‐Oriented Reliability Allocation for Machine Tools Using Bayesian Networks and Fuzzy Set TheoryQuality and Reliability Engineering International · 2026
11. Analytical gear mesh stiffness model with hole-induced elastic inhomogeneityMechanism and Machine Theory · 2026
12. A Study on Self-Learning Energy Management Strategies for Personalized Driving in Plug-in Hybrid Electric Vehicles Based on Deep Reinforcement LearningWorld Electric Vehicle Journal · 2026
13. Enhancing parametric and causal reasoning through a formula-augmented language model approach for belt grinding knowledge assistanceEngineering Applications of Artificial Intelligence · 2026
14. Robotic Pose Estimation Enhancement via Landmark Features‐Based LiDAR Odometry for Autonomous SystemsJournal of Field Robotics · 2026
15. Novel power-sine arch nonlinear energy sink: design, dynamic modeling and torsional vibration suppression performanceMechanical Systems and Signal Processing · 2026
16. Enhanced quantitative damage detection for composite laminates based on compressed features of Lamb wavesEngineering Structures · 2026
17. Experimentally validated reduced-order modeling of gear-rotor-bearing systems with three-dimensional shaft compliance and gyroscopic mappingMechanical Systems and Signal Processing · 2026
18. Noise-resilient meta-learning on the Grassmann manifold for few-shot fault diagnosis of industrial robotsRobotics and Computer-Integrated Manufacturing · 2026
19. Numerical-Experimental Investigation of surface integrity and kerf characteristics in laser cutting of GFRP using a conical Gaussian heat sourceOptics & Laser Technology · 2026
20. Microstructural Evolution, Microhardness, and Residual Stress in FGH4097 Superalloy Subjected to Cold ExpansionMetals · 2026