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RISDegradation Modeling and Remaining Useful Life Prediction of Aircraft Engines Using Ensemble Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Degradation modeling and prediction of remaining useful life (RUL) are crucial to prognostics and health management of aircraft engines. While model-based methods have been introduced to predict the RUL of aircraft engines, ...
Prediction of Material Removal Rate for Chemical Mechanical Planarization Using Decision Tree-Based Ensemble Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Chemical mechanical planarization (CMP) has been widely used in the semiconductor industry to create planar surfaces with a combination of chemical and mechanical forces. A CMP process is very complex because several ...
Thermo-Hydraulic Performance of a Lubricant Containing Zinc Oxide Nano-Particles: A Two-Phase oil
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The first goal is to propose a two-variable equation for predicting the viscosity of zinc oxide-SAE50 nano-lubricant. In this way, the curve fitting was applied on laboratory data. Laboratory data have been reported in the ...
Modeling and Mechanical Analysis of Snake Robots on Cylinders
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: The narrow and redundant body of the snake robot makes it suitable for the inspection of complex bar structures, such as truss or tree structures. One of the key issues affecting the efficient motion of snake robots in ...
Improved Neural Network Control Approach for a Humanoid Arm
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: This study extended the knowledge over the improvement of the control performance for a seven degrees-of-freedom (7DOF) humanoid arm. An improved adaptive Gaussian radius basic function neural network (RBFNN) approach was ...