Method of Non-Destructive Control of Single-Phase and Three-Phase Transformers's Condition on the Basis of Frequency Characteristics by I. L. Hramyka, V. N. Galushko

“…Nowadays, there are many different methods of transformer diagnostics. The analysis of used methods and diagnostic systems indicates that a certain complexity of further development of existing methods and diagnostic systems has been achieved. …”
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A State-of-Health Estimation Method for Lithium Batteries Based on Incremental Energy Analysis and Bayesian Transformer by Yanmei Li, Liang Tu, Chaolong Zhang

“…To address this issue, this paper proposes a LIB’s SOH estimation method based on incremental energy analysis (IEA) and transformer. …”
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Fast Single-Mode Fiber Nonlinearity Monitoring: An Experimental Comparison Between Split-Step and Nonlinear Fourier Transform-Based Methods by Pascal de Koster, Olaf Schulz, Jonas Koch, Stephan Pachnicke, Sander Wahls

“…Second, a recently proposed nonlinear Fourier transform (NFT)-based method, which matches solitonic eigenvalues in the transmitted and received signals for various <inline-formula><tex-math notation="LaTeX">$\gamma$</tex-math></inline-formula> values. …”
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TLINet: A defects detection method for insulators of overhead transmission lines using partially transformer block. by Xun Li, Yuzhen Zhao, Yang Zhao, Zhun Guo, Yongming Zhang, Xiangke Jiao, Baoxi Yuan

“…First, a Multi-Branch Partially Transformer Block (MBPTB) is designed to enhance the backbone's capability in capturing global features. …”
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A new protection method for UHV converter transformers suitable for no-load closing andinter-turn faults by JIN Enshu, WU Wanning, ZHANG Bihong, ZHU Hong, GENG Mengwei

“…The ultral high voltage direct current (UHVDC) transmission system has a high voltage level and is a mixed AC and DC connection, which makes the coupling relationship between them more closely, so that the converter transformer has different characteristics from ordinary transformers in the case of excitation inrush current and internal faults, which causes traditional protections cannot be well identified. …”
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Research on the Heavy Gas Setting Method of Oil-Immersed Transformer Based on Oil Flow Acceleration Characteristics by Yuangang Sun, Zhixiang Tong, Jian Mao, Junchao Wang, Shixian He, Tengbo Zhang, Shuting Wan

“…At the same time, the alarm time of the heavy gas setting method based on the oil flow acceleration characteristics is greatly shortened, which can reflect the internal fault of the transformer in time and significantly improve the sensitivity of the heavy gas alarm.…”
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De l’activité DE simulation à l’activité EN simulation : simuler pour stimuler by Marc-Éric Bobillier Chaumon, Sabrina Rouat, Elsa Laneyrie, Bruno Cuvillier

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SFT-GAN: Sparse Fast Transformer Fusion Method Based on GAN for Remote Sensing Spatiotemporal Fusion by Zhaoxu Ma, Wenxing Bao, Wei Feng, Xiaowu Zhang, Xuan Ma, Kewen Qu

“…In addition, the proposed sparse fast transformer significantly reduces both the computational and memory complexity of the method. …”
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Tannin removal from Persian gum and investigation of physicochemical properties: Comparing different methods by Pardis Ghasemi, Fatemeh Azarikia

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Fine-Grained Fault Diagnosis Method of Rolling Bearing Combining Multisynchrosqueezing Transform and Sparse Feature Coding Based on Dictionary Learning by Guodong Sun, Yuan Gao, Kai Lin, Ye Hu

“…To accurately diagnose fine-grained fault of rolling bearing, this paper proposed a new fault diagnosis method combining multisynchrosqueezing transform (MSST) and sparse feature coding based on dictionary learning (SFC-DL). …”
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Three-dimensional matter wave soliton transformation between different optical lattices in a cold Rydberg atomic system by Wei Peng, Yu Wang, Yuan Zhao, Zhuo Fan, Siliu Xu

“…The 3D MWSs are obtained by the square operator method, and transformed to other types (elliptical/ring/necklace) by performing time evolution with the split-step Fourier method. …”
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ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer by Peng Wang, Yafei Song, Xiaodan Wang, Xiangke Guo, Qian Xiang

“…The traffic patterns of IoT are complex and high-dimensional, which makes it difficult to distinguish the tiny differences between normal and malicious samples. To tackle the above problems, we propose an IoT intrusion detection architecture based on Gramian angular difference fields (GADF) imaging technology and improved Transformer, named ImagTIDS. …”
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ERNIE-TextCNN: research on classification methods of Chinese news headlines in different situations by Yumin Yan

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Study on the distribution characteristics of α-Solanine in different parts of Solanum nigrum based on infrared spectroscopy by Yan Liu, Jiankang Zhao, Minzhen Si

“…This study employs Fourier Transform Infrared Spectroscopy (FTIR) to quantitatively analyze the distribution patterns and metabolic roles of α-solanine across different organs (roots, stems, leaves, flowers, and fruits) of Solanum nigrum. …”
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Calculation of spatial target coordinates in range-difference passive radars by the Levenberg – Marquardt method by A. A. Dmitrenko, S. Y. Sedyshev, Y. У. Kuleshov, A. A. Bogatyrev

“…This article studies and analyzes the results of applying numerical iterative methods for solving nonlinear equation systems (Newton, modified Newton's method, gradient descent, sequential iterations, Levenberg – Marquardt), compiled and used to calculate the rectangular spatial coordinates of radio emission sources in range-difference passive radars of various configurations (incorporating from 3 to 4 receiving points). …”
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Circular Radon Transform Inversion Technique in Synthetic Aperture Ultrasound Imaging: an Ultrasound Phantom Evaluation by Jurij TASINKEVYCH, Ihor TROTS

“…The methods employing Radon transform were previously extensively explored in the synthetic aperture radars, geophysics, and medical imaging using x-ray computer tomography. …”
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Research on CNC Machine Tool Spindle Fault Diagnosis Method Based on DRSN–GCE Model by Xiaoxu Li, Jiahao Wang, Jianqiang Wang, Jixuan Wang, Jiaming Chen, Xuelian Yu

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Assessing Accuracy of Chat Generative Pre-Trained Transformer’s Responses to Common Patient Questions Regarding Congenital Upper Limb Differences by Niklaus P. Zeller, BS, Ayush D. Shah, BA, Ann E. Van Heest, MD, Deborah C. Bohn, MD

“…Purpose: The purpose was to assess the ability of Chat Generative Pre-Trained Transformer (ChatGPT) 4.0 to accurately and reliably answer patients’ frequently asked questions (FAQs) about congenital upper limb differences (CULDs) and their treatment options. …”
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Research on Identification Method of Transformer Windings’ Loose Vibration Spectrum Considering a Multi-Load Current Condition by Jin Fang, Xudong Deng, Yuancan Xia, Chen Wu, Yuehua Li, Xin Li, Kaixin Chen, Fan Wang, Zhanlong Zhang

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Transforming Burnishing Techniques: A Novel Method to Enhance Efficiency and Surface Quality Through Tool Feed Variation by Frezgi Tesfom Kebede, Csaba Felho

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