An interpretable machine learning method for fault diagnosis of oil-immersed transformers based on edge inference by Dong Hu, Yong Yang, Hao Dai, Chao Tang, Jufang Xie

“…Intelligent diagnostic models using dissolved gas analysis are crucial for oil-immersed transformer fault diagnosis. However, the inherent “black box” nature of these models limits interpretability, and traditional methods that upload local data to central servers raise data security concerns. …”
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Research on the Transformer Failure Diagnosis Method Based on Fluorescence Spectroscopy Analysis and SBOA Optimized BPNN by Xueqing Chen, Dacheng Li, Anjing Wang

“…The representative dissolved gases analysis (DGA) method for transformer fault detection faces many shortcomings in early fault diagnosis, which restricts the application and development of fault detection technology in the field of transformers. …”
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Wavelet-based forecasting of ARIMA time series - an empirical comparison of different methods by Stephan Schlueter, Carola Deuschle

“…By means of wavelet transform, an ARIMA time series can be split into different frequency components. …”
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Enhanced Method for Localization of Partial Discharges in Oil-Filled Transformers Using Acoustic Emission Signals by Yasutomo Otake, Kunihiko Tajiri

“…The study experimentally compared three Time Difference of Arrival (TDOA) calculation methods for localization: energy criterion, Generalized Cross-Correlation (GCC), and GCC with Phase Transformation (PHAT). …”
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Government-market synergy in China's agricultural low-carbon transformation: policy adaptation to regional divides by Feng Liao, Yangyang Zheng, Xiaofeng Wang, Lihui Xiong

“…IntroductionPromoting agricultural low-carbon transformation are essential for achieving the “dual carbon” targets and advancing high-quality development.MethodsThis study employed evolutionary game theory to construct a tripartite model involving local governments, agricultural enterprises, and consumers. …”
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Evaluating the Impact of Digital Transformation on Urban Innovation Resilience by Ruoxi Yu, Yaqian Chen, Yuhuan Jin, Sheng Zhang

“…It treats the Broadband China Pilot (BCP) policy as a quasi-natural experiment of digital transformation and employs a time-varying Difference-in-Differences (DID) method to investigate the impact of digital transformation on urban innovation resilience. …”
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Research on digital twin modeling method for combustion process based on model reduction by Yue Zhang, Jiale Li

“…The average absolute error of the reconstructed temperature fields from three methods under different operating conditions is then compared. …”
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Rare transformation from lung adenocarcinoma to sarcomatoid carcinoma mediates resistance to inhibitors targeting different driver oncogenes by Lanlan Pang, Weitao Zhuang, Yihua Huang, Jun Liao, Mengjuan Yang, Li Zhang, Yaxiong Zhang, Wenfeng Fang

“…Conclusions: The transformation from lung adenocarcinoma to SC is a resistance mechanism wildly applied to inhibitors targeting different driver oncogenes. …”
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Effects of different cooking methods and soil environment on the nutrition of Dioscorea opposita Thunb by Yun Zhang, Xinru Sun, Ang’ang Lu, Jianxia Lai, Yuran Yang, Jie Zhang, Abdelhadi E. L. Jaouhari, Jinhua Zhu, Fanyi Ma

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Task-Based Reading Course for EFL Teacher Trainees with Different Experiential Learning Styles: A Transformative Orientation by Amin Khanjani, Fereidoon Vahdany, Manoochehr Jafarigohar

“…Moreover, finding appropriate framework to help prospective teachers with different learning styles to transform the acquired knowledge and skills into actual teaching practice is highly promising. …”
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Power Transformer Based on Field-circuit Coupling in Different Operating Modes Simulation Ｒesearch on Leakage Magnetic Field by WANG Kang, ZENG Jing-lan, ZHENG Yu, LAN Sheng, DU Guo-an, LIN Ye

“…In view of the change in the operation mode of the transformer，under the impact of the short-circuit current of the transformer，the magnetic field distribution characteristics of the windings are different. …”
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Innovative analysis to the time-fractional q-deformed tanh-Gordon equation via modified double Laplace transform method by Ali Khalid K., Mohamed Mohamed S., Alharbi Weam G., Maneea Marwa

“…We solve this equation utilizing the modified double Laplace transform method, which is considered a semi-analytical technique that combines the double Laplace transform with Adomian polynomials to enable us to extract nonlinear terms. …”
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Dynamics of water pollution concentration with uniform and exponential increment of pollutants by Jeevan Kafle, Ranjan Kumar Chaudhary, Bekha Ratna Dangol

“…Analytical solutions are obtained by using Laplace transform and numerical solutions are by Finite Difference Method (FDM). …”
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Solving One-Dimensional Non-Linear Klein-Gordon Equations via Combining Adomian Polynomials and Rohit Transform Method by Rohit Gupta, Rahul Gupta

“… In this study, one-dimensional non-linear Klein-Gordon equations are solved by applying the integral transform known as the Rohit transform method. The approximate solutions of one-dimensional non-linear Klein- Gordon equations are obtained by combining the Adomian polynomials with the Rohit transform. …”
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Shock Signal Trend Term Error Correction Method Based on Discrete Wavelet Transform and Low-Frequency Oscillator Combination by Peng Wang, Ming Yan, Lei Zhang, Ning Yang

“…A discrete wavelet transform (DWT) and low-frequency oscillator combination method is proposed for correcting shock signals in this paper. …”
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Effects of diversified compensation methods on the green transformation of agricultural production in national key ecological functional areas by ZHOU Yuxi, CHENG Chuangye

“…[Results] (1) Diversified compensation methods have effectively promoted the green transformation of agricultural production in the national key ecological functional areas; (2) The promotion effect of diversified compensation methods on the green transformation of agricultural production varied significantly among different compensation methods and groups of farmers. …”
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A lightweight deep learning method to identify different types of cervical cancer by Md. Humaion Kabir Mehedi, Moumita Khandaker, Shaneen Ara, Md. Ashraful Alam, M. F. Mridha, Zeyar Aung

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LD-Det: Lightweight Ship Target Detection Method in SAR Images via Dual Domain Feature Fusion by Hang Yu, Bingzong Liu, Lei Wang, Teng Li

“…This model designs three effective modules, including the following: (1) a wavelet transform method for image compression and the frequency domain feature extraction; (2) a lightweight partial convolutional module for channel feature extraction; and (3) an improved multidimensional attention module to realize the weight assignment of different dimensional features. …”
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An Onset Detection Method for Slowly Activated Muscle Based on Marginal Spectrum Entropy by Xiaolei Huang, Jinzhuang Xiao, Qing Chang, Bin Fang

“…The proposed MSE-based detection method is based on the Hilbert–Huang transform (HHT) combined with information entropy. …”
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An NSCT-Based Multifrequency GPR Data-Fusion Method for Concealed Damage Detection by Junfang Wang, Xiangxiong Li, Huike Zeng, Jianfu Lin, Shiming Xue, Jing Wang, Yanfeng Zhou

“…To simultaneously achieve high resolution and deep penetration via a composite radargram, a Non-Subsampled Contourlet Transform (NSCT) algorithm-based multifrequency GPR data-fusion method is proposed by integrating NSCT with appropriate fusion rules, respectively, for high-frequency and low-frequency coefficients of decomposed radargrams and by incorporating quantitative assessment metrics. …”
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