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A Novel Multi-Source Fault Diagnosis Strategy Based on Knowledge and Data Dual-Drive for a Planetary Gearbox [PDF]
SensorsTraditional fault diagnosis methods face challenges such as the insufficient utilization of fault information and an imbalance between classification accuracy and computation.
Hanzhi Yang, Jun Hao
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Low-rank matrix approximations over canonical subspaces
Journal of Numerical Analysis and Approximation Theory, 2020 In this paper we derive closed form expressions for the nearest rank-\(k\) matrix on canonical subspaces. We start by studying three kinds of subspaces. Let \(X\) and \(Y\) be a pair of given matrices. The first subspace contains all the \(m\times
Achiya Dax
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pyDRMetrics - A Python toolkit for dimensionality reduction quality assessment
Heliyon, 2021 High-dimensional data are pervasive in this bigdata era. To avoid the curse of the dimensionality problem, various dimensionality reduction (DR) algorithms have been proposed.
Yinsheng Zhang +2 more
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FRA-Based Parameter Estimation for Fault Diagnosis of Three-Phase Voltage-Source Inverters
IEEE Access, 2023 This paper presents a fault detection and location identification method for single and double switch Open Circuit Fault (OCF) in three phase voltage source inverters (VSIs) based on current model parameter estimation.
Yu Luo +5 more
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Heliyon, 2023 Globally, agriculture remains an important source of food and economic development. Due to various plant diseases, farmers continue to suffer huge yield losses in both quality and quantity.
Chimango Nyasulu +7 more
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Modeling and Control of Modular Multilevel Matrix Converter for Low-Frequency AC Transmission
Energies, 2023 The modular multilevel matrix converter (M3C) is the core component in low-frequency AC (LFAC) transmission, which is a competitive scheme for offshore wind power integration.
Zheren Zhang, Yanqiu Jin, Zheng Xu
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Frontiers in Genetics, 2023 Background: Drug repositioning is considered a promising drug development strategy with the goal of discovering new uses for existing drugs. Compared with the experimental screening for drug discovery, computational drug repositioning offers lower cost ...
Mengyun Yang +4 more
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Jurnal Teknologi Informasi dan Ilmu Komputer, 2023 Aplikasi berbasis Android banyak dikembangkan dan tersedia secara bebas di berbagai sumber aplikasi karena sistem operasi Android yang bersifat open-source.
R. Ahmad Imanullah Zakariya +1 more
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Single-Sample Face Recognition Based on LPP Feature Transfer
IEEE Access, 2016 Due to its wide applications in practice, face recognition has been an active research topic. With the availability of adequate training samples, many machine learning methods could yield high face recognition accuracy. However, under the circumstance of
Jie Pan, Xue-Song Wang, Yu-Hu Cheng
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An evaluation of machine learning and latent semantic analysis in text sentiment classification
Technical Transactions, 2020 In this paper, we compare the following machine learning methods as classifiers for sentiment analysis: k – nearest neighbours (kNN), artificial neural network (ANN), support vector machine (SVM), random forest.
Miazga Justyna, Hachaj Tomasz
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