A Novel TKEO With the Decision Tree–Based Method for Fault Analysis of the HVDC Transmission Link Fed by Offshore Wind and Solar Farms by Rajesh Babu Damala, Ramana Pilla, V. Manoj, S. Ramana Kumar Joga, Chidurala Saiprakash, Theophilus A. T. Kambo

“…With a fault-detecting efficiency of 97%, the suggested method shows a significant improvement in accuracy.…”
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Optimization analysis of initial support for tunnels in water-rich fault zone based on fluid-solid interaction by Yuanyuan LI, Chunpeng LI, Dazhao HE, Xin KANG

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Detecting faults in electronic combustion engine control systems by acoustic parameters by V. D. Gabidulin, V. N. Dobromirov

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Early Fault Detection and Operator-Based MIMO Fault-Tolerant Temperature Control of Microreactor by Yuma Morita, Mingcong Deng

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An Autoregressive-Based Motor Current Signature Analysis Approach for Fault Diagnosis of Electric Motor-Driven Mechanisms by Roberto Diversi, Alice Lenzi, Nicolò Speciale, Matteo Barbieri

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Hybrid algorithm for fault detection in three-phase motors using Principal Component Analysis by Cesar Orellana, Leony Ortiz, Alexander Aguila, Marcelo Garcia, Milton Ruiz

“…This research proposes developing an innovative algorithm for fault detection in three-phase motors using Principal Component Analysis (PCA) and PLECS-Matlab co-simulation. …”
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Continuum-discrete coupling model for mechanical response analysis of tunnels subjected to non-uniform reverse faulting by Zhenning Ba, Yao Wang, Zhiwei Fang, Dongqiao Li

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A survey of data-driven fault-diagnosis methods for large-scale industrial production processes by Qianxiang YU, Qing LI, Linlin LI, Yixuan WANG

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Enhancing Fault Detection in AUV-Integrated Navigation Systems: Analytical Models and Deep Learning Methods by Huibao Yang, Bangshuai Li, Xiujing Gao, Bo Xiao, Hongwu Huang

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A Composite Method of Marine Shafting’s Fault Diagnosis by Ship Hull Vibrations Based on EEMD by Xiaofei Wen, Wenjie Meng, Xiaoxiao Sun, Ruiping Zhou

“…The contrastive analysis of the three methods and fault feature study are then conducted to assess the effectiveness of the proposed method thoroughly and validated by the author previously. …”
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Calculation Method and Characteristic Analysis for Fault Current of Permanent Magnet Direct-Drive Wind Power System considering Positive and Negative Sequence Decomposition by Botong Li, Qing Zhong, Weijie Wen, Bin Li, Xiaolong Chen

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Open-Circuit Fault Diagnosis Method of Energy Storage Converter Based on MFCC Feature Set by Bin YU, Xingrong SONG, Ting ZHOU, Linbo LUO, Hui LI, Liang CHE

“…Considering the difficulties in signal feature extraction, data dimension explosion, and instability of threshold determination interval in the non-invasive identification of IGBT open-circuit fault in PCS by the existing methods, this paper proposes an open-circuit fault diagnosis method of energy storage converter based on Mel-scale frequency cepstral coefficients (MFCC) feature set, so as to support the normal operation and maintenance of PCS. …”
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A fault diagnosis method for inter-turn short circuit based on magnetic field distribution by Bowen Wang, Lulu Wang

“…Experimental validation on a 3 kW dry-type transformer, enhanced with FEM-based signal augmentation, shows that the method achieves 97.4% fault localization accuracy under rated load using only 20 Hall-effect sensors. …”
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Weak Fault Feature Extraction for Rolling Element Bearing Based on a Two-Stage Method by LianHui Jia, LiJie Jiang, YongLiang Wen, Hongchao Wang

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IDENTIFICATION OF FAULT CONTINUITY AND HOT WATER RESERVOIR USE SCHLUMBERGER CONFIGURATION RESISTIVITY METHOD IN CANGAR by Dhony Widyasandy, Aulia K Nugraha, Husni Cahyadi Kurniawan, Ahmad Luthfin

“…Research that uses the Schlumberger configuration resistivity method had been conducted in Cangar. The purpose of this study is to identify cracks/faults and potential hot springs use resistivity well analysis and correlate it with rock lithology in Cangar, East Java. …”
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Knowledge Graph Construction Method for Commercial Aircraft Fault Diagnosis Based on Logic Diagram Model by Huanchun Peng, Weidong Yang

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A Bayesian FMEA-Based Method for Critical Fault Identification in Stacker-Automated Stereoscopic Warehouses by Xinyue Ma, Mengyao Gu

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Fault Diagnosis Method for Shearer Arm Gear Based on Improved S-Transform and Depthwise Separable Convolution by Haiyang Wu, Hui Zhou, Chang Liu, Gang Cheng, Yusong Pang

“…To address the limitations in time–frequency feature representation of shearer arm gear faults and the issues of parameter redundancy and low training efficiency in standard convolutional neural networks (CNNs), this study proposes a diagnostic method based on an improved S-transform and a Depthwise Separable Convolutional Neural Network (DSCNN). …”
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An Acceleration-Observer-Based Position and Load Torque Estimation Method for Wind Turbine with Sensor Faults by Ziyun Wu, Xuetong Wang, Na Ren, Guangqi Li, Zhiyong Dai

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Fault Diagnosis Method of Wind Turbine Pitch Angle Based on PCA-KNN Fusion Algorithm by Xi CHEN, Luping LI, Rui LIU, Bo YANG, Zihao DENG, Zhonggui LI

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