This paper proposes a new method of using the sine principle combined with the fuzzy degree of nearness to identify the short circuit current and inrush current of transformers.Under transformer internal and external faults,the three-phase current is mainly sinusoidal.However,the inrush current is ...
Transformers are required to demonstrate the operative ability by analysis of electromagnetic characteristic and parameters calculation, and it is difficult to describe the winding deformation quantitatively. Based on finite element method (FEM), the model comprising iron-core and windings is shown. In ...
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization content typepaper|research areaMethods and Algorithms,research areaSpeech and Natural Language Processing|conferenceEMNLPPublished year2024
Research paper:Diffusion Models Beat GANS on Image Synthesis. For a deep-dive into the Denoising DIffusion Probabilistic Model (DDPM) introduced in the paper, check out the following Youtube video:DDPM – Diffusion Models Beat GANs on Image Synthesis (Machine Learning Research Paper Explained) Where...
In this paper, a measuring system for partial discharge(PD) detection of power transformers using UHF techniques has been designed, and the feasibilities of this technique is proved based on the testing results of laboratory experiment. Moreover, a specially designed UHF equipment for field PD mo...
and external information such as location. Recent research has predominantly focused on random unconditional synthesis or conditional synthesis. Nonetheless, these paradigms generate time series from scratch and are incapable of manipulating existing time series samples. This paper introduces a novel task, ...
For better efficiency, enable distributed training by --distributed argument, which can run on multiple nodes. Adaptive Attention Span This code can be used for running experiments in Adaptive Attention Span for Transformers paper. The adaptive span allows a model to learn an optimal context size ...
Analysis of Neutral Current during Impulse Test of 400 kV Transformers using Coherence Function Several authors have published work related to detection of fault in high voltage transformers using Sweep Frequency Response Analysis (SFRA), Wavelet and Coherence. The work published in this paper describes...
The focus on scaling data, model size, and compute resources highlights the importance of these factors for achieving superior results in generative AI for media. Follow-up questions: 1. The paper mentions using Flow Matching. What specific implementation details and hyperparameters were used for ...
Similar to the work in the paper “Deploying Transformers on the Apple Neural Engine,” we split the softmax to split the attention between attention heads, which increases the chance of L2 residency and parallelizes the computation for the softmax layer. This important technique makes the attent...