Results 91 to 100 of about 2,886,964 (241)

An Enhanced Fault Classification Method for Photovoltaic Modules Using Texture Features

open access: yesEnergies
In the field of photovoltaic (PV) power generation, PV systems are prone to faults such as cells and cracks due to prolonged operation in complex environments, which reduce power generation efficiency and pose safety risks.
Qiang Meng   +6 more
doaj   +1 more source

SCARA Assembly AI: The Synthetic Learning-Based Method of Component-to-Slot Assignment with Permutation-Invariant Transformers for SCARA Robot Assembly

open access: yesRobotics
This paper presents a novel synthetic learning-based approach for solving the component-to-slot assignment problem in robotics using a SCARA robot. The method uses a fully simulated environment that generates and annotates scenes based on rules and ...
Tibor Péter Kapusi   +4 more
doaj   +1 more source

Large-scale-aware data augmentation for reduced-order models of high-dimensional flows

open access: yesAPL Machine Learning
Convolutional autoencoders have proven to be an adequate tool to perform reduced-order modeling for high-dimensional nonlinear dynamical systems. Their goal is to reduce dimensionality strongly while preserving the most characteristic features of the ...
Philipp Teutsch   +5 more
doaj   +1 more source

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