The uncertainties and ambiguities incorporated into the data are the main issues when evaluating sports skills quantitatively. The fuzzy set (FS) is a popular approach for handling ambiguity and uncertainty in data from various real-world…
Category: Engineering
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An elliptically symmetric fisher distribution and its application in statistics of discontinuities in rock mass
Density function
For any orientation data following an elliptically symmetric distribution, when the coordinate transformation is performed to align the z-axis with the average orientation, and the x-axis and y-axis coincide with the major and…
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Rubber-tracked crawler undercarriage multibody dynamic simulation for agriculture operation
Multibody model description
The rubber crawler Yanmar VI027 is modeled in Simpack\(\circledR\), with geometric and inertial properties configured based on a real vehicle reference. The basic dimensions are given in the manufacturer site…
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Evaluation of complex multi-physics phenomena at gas diffusion electrodes during high-pressure water electrolysis with AEMs
To produce hydrogen under high pressure using non-noble materials as electrodes, we tested various separators, alkaline membranes, and AEMs. Our focus was on the most effective way to produce pure hydrogen with the gas-diffusion electrodes…
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Robust SOH estimation for Li-ion battery packs of real-world electric buses with charging segments
The proposed model is implemented using the PyTorch framework in Python 3.8. All experiments are conducted on a workstation equipped with an NVIDIA RTX 3080 GPU.The Adam optimizer are utilized for model training, with an initial learning rate set…
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Hierarchical deep Q-network-based optimization of resilient grids under multi-dimensional uncertainties from extreme weather
To evaluate the performance and practicality of the proposed DQN-based optimization framework, a detailed case study is conducted using synthesized and assumed data to mimic realistic power system operations under extreme weather conditions and…
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Integrated evaluation of groundwater hydrochemistry using multivariate statistics and irrigation-based water quality indices
Gani, A., Hussain, A., Pathak, S., Ahmed, S. & Omar, P. J. Impact of pollutants on groundwater quality and health risk assessment of quaternary aquifers in Northern India. J. Hazard. Toxic. Radioact Waste 29(1), 04024039.
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Fabrication of a low-kink-radius bilayer vascular scaffold incorporating a TPU stent fabricated via melt electrowriting and an electrospun PCL/PU/gelatin layer
Scaffold morphology
The main goal of vascular grafts is to create a well-suited porous structure that supports cell migration and activity while effectively preventing blood leakage. The structure of scaffold effects the cell adhesion and…
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A machine learning approach to assess the climate change impacts on single and dual-axis tracking photovoltaic systems
Proposed work
The proposed research concentrates on creating an adaptive solar tracking system powered by AI that adjusts the orientation of solar panels according to the current climate conditions and seasonal changes over a period. The system…
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Enhanced spectrum sensing for 5G and LTE signals using advanced deep learning models and hyperparameter tuning
Dataset descriptions
The datasets utilized in this study19,20,21 are fundamentally structured to support the development and evaluation of deep learning models for radio spectrum sensing. They comprise three primary components: synthetic training…
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