Fault Diagnosis Approach of Gear based on Two Features and Least Squares Support Vector Machine by Qin Bo, Yang Yunzhong, Chen Min, Guo Wei, Liu Yongliang, Wang Jianguo

“…Firstly,by using ensemble empirical mode decomposition（ EEMD）,the collected gear vibration signal is decomposed,on this basis,the IMF components which contain major fault information are extracted and its energy feature and kurtosis are calculated,and the time-frequency domain two kinds of the feature vector are constructed. Secondly,taking the fusion feature vectors of three conditions of normal,the root crack and broken as input,the gearbox fault type identification is conducted based on the LS-SVM. …”
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Medizinischer Fachwortschatz in deutschsprachigen Kinderwunschforen by Hanna Stypa

“…With regard to the type of word formation, the following constructions were identified: composites, clippings or abbreviations, derivatives, multi-word terms, and simplices. …”
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Cross-stream attention enhanced central difference convolutional network for CG image detection by HUANG Jinkun, HUANG Yuanhang, HUANG Wenmin, LUO Weiqi

“…A dual-stream structure was constructed in the model, in order to extract semantic features and non-semantic residual texture features from the image. …”
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Inspection method for cable assembly quality based on AR virtual-real image attention mechanism by Ganlin ZHAO, Chang YU, Jianfu ZHANG, Jianxin YANG, Pingfa FENG, Qun SHEN

“…Cable assembly in spacecraft occupies a large proportion in the final assembly process, and the quality of cable assembly directly affects the working performance of the whole product.The existing augmented reality-assisted cable assembly system lacks the ability to make real-time judgment and feedback on the assembly results, and cannot identify whether the currently assembled cable meets the quality requirements.In order to solve the above problems, a cable assembly quality inspection method based on AR virtual-real image attention mechanism was proposed.Critical areas in the captured images were located and detected by constructing virtual assist models to filter redundant image information.Based on YOLOv4-Tiny image detection model, the key node location of assembled cable was judged.The overlap of the laying path was obtained based on the method of calculating the average overlap of the neighborhood, and the bending radius of the cable was derived based on the method of camera inverse projection.Finally, an augmented reality-based cable assembly quality inspection system was developed using HoloLens2.The quality inspection was performed on the four designed cable assembly cases, and the feasibility and effectiveness of the method and system were experimentally verified.…”
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Implementing the Galerkin Method Associated with the Shifted Vieta-Lucas Polynomials for Studying Numerically the Bionanofluid Flow Which Is Saturated by Gyrotactic Microorganisms... by M. M. Khader, M. M. Babatin, Ahmed M. Megahed, A. Eid

“…The shifted Vieta-Lucas polynomials are then used as basis functions on the provided domain to solve the nonlinear system of ordinary differential equations that has been constructed (ODEs). The results are presented in the form of graphs and tables to assess the impact of the problem’s governing parameters. …”
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Perfunctory gamification in the world of second language learning by Opacki Marcin

“…In the context of language learning, the incorporation of game mechanics can be used to construct effective systems of incentive and ultimately enrich the FL learning experience in various ways, potentially resulting in improved outcomes. …”
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The Lagrangian and Hamiltonian for the Two-Dimensional Mathews-Lakshmanan Oscillator by Wang Guangbao, Ding Guangtao

“…The purpose of this paper is to illustrate the theory and methods of analytical mechanics that can be effectively applied to the research of some nonlinear nonconservative systems through the case study of two-dimensionally coupled Mathews-Lakshmanan oscillator (abbreviated as M-L oscillator). (1) According to the inverse problem method of Lagrangian mechanics, the Lagrangian and Hamiltonian function in the form of rectangular coordinates of the two-dimensional M-L oscillator is directly constructed from an integral of the two-dimensional M-L oscillators. (2) The Lagrange and Hamiltonian function in the form of polar coordinate was rewritten by using coordinate transformation. (3) By introducing the vector form variables, the two-dimensional M-L oscillator motion differential equation, the first integral, and the Lagrange function are written. …”
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Convolutional neural network model over encrypted data based on functional encryption by Chen WANG, Jiarun LI, Jian XU

“…Currently, homomorphic encryption, secure multi-party computation, and other encryption schemes are used to protect the privacy of sensitive data in outsourced convolutional neural network (CNN) models.However, the computational and communication overhead caused by the above schemes would reduce system efficiency.Based on the low cost of functional encryption, a new convolutional neural network model over encrypted data was constructed using functional encryption.Firstly, two algorithms based on functional encryption were designed, including inner product functional encryption and basic operation functional encryption algorithms to implement basic operations such as inner product, multiplication, and subtraction over encrypted data, reducing computational and communication costs.Secondly, a secure convolutional computation protocol and a secure loss optimization protocol were designed for each of these basic operations, which achieved ciphertext forward propagation in the convolutional layer and ciphertext backward propagation in the output layer.Finally, a secure training and classification method for the model was provided by the above secure protocols in a module-composable way, which could simultaneously protect the confidentiality of user data as well as data labels.Theoretical analysis and experimental results indicate that the proposed model can achieve CNN training and classification over encrypted data while ensuring accuracy and security.…”
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Managing digital transformation of organisational culture and its shaping factors in the context of digitalisation by I. V. Groshev, He Menin

“…As a conclusion, it is noted that at the present stage of the development of the Russian economy, the digital organisational culture provides certain advantages by influencing the formation of the organisational structure, creates a positive and constructive working environment, forces companies to set new goals and change their activities. …”
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Ways to improve administrative and legal mechanism for ensuring the rights of business entities in the field of taxation by A. M. Chorna

“…It is noted that the deep and constructive interaction of the State Tax Service of Ukraine with other public authorities and the public is undoubtedly an important guarantee of high quality and efficiency for ensuring the rights of business entities.…”
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Women in Adébáyọ̀ Fálétí’s Poetry by Abidemi Bolarinwa

“… Women have been victims of gender ideology which, according to Hussein (2005), is a systemic set of cultural beliefs through which a society constructs and wields its gender relations and practices. …”
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Study on Coupling and Coordination Time Series of County Urbanization and Water Environment ——Take Changshu,Jiangsu as an Example by RONG Jie, ZHANG Fengtai

“…This paper establishes an evaluation index system for the coordinated development of urbanization and water environment in Changshu and discusses their coupling and coordination relationship,so as to provide a reference for promoting the coordinated development of regional urbanization and water environment and formulating policies.In this paper,the weight of each index is calculated by using the coefficient of variation method.A coupling and coordination model is constructed to measure the time series characteristics of the coupling and coordinated development of the urbanization and water environment in Changshu from 2011 to 2020.The study finds that the comprehensive index of urbanization increases steadily,and that of water environment increases with fluctuations.The coupling and coordination degree between urbanization and water environment shows a rising trend.The two systems have gone through three stages of development during this period:since 2011,urbanization and water environment have undergone imbalance and decline;from 2012 to 2013,they entered transitional development and then coordinated development from 2014 to 2020.In 2011—2016,urbanization lagged behind the water environment;in 2017,urbanization and water environment were balanced;in 2018—2020,water environment lagged behind urbanization.In the future development,it is necessary to grasp the law of coupling and coordination,adopt the urban development model of adjusting measures to local conditions and time,and focus on building a Jiangnan area with a favorable water environment.…”
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Research on the Disease Intelligent Diagnosis Model Based on Linguistic Truth-Valued Concept Lattice by Li Yang, Yuhui Wang, Haixia Li

“…The calculation algorithm of the linguistic truth-valued formal concepts and the constructing algorithm of the linguistic truth-valued concept lattice based on the extrinsic attributes are proposed. …”
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FAULT RECOGNITION METHOD RESEARCH BASED ON SEMI-SUPERVISED NEIGHBORHOOD SELF-ADAPTIVE LINERA LOCAL TANGENT SPACE ALIGNMENT by XIE XiaoHua, WANG QingHong

“…In SSNA-LLTSA, the distance between different points is adjusted by utilizing part class label information,thereby a new distance matrix is formed and the neighborhood is constructed through this new distance matrix. At the same time, the neighborhood parameters are self-adaptive adjusted according to probability density of each sample point neighborhood. …”
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Adaptive Output Feedback Control for the Trajectory Tracking of High-Speed Trains with Disturbance Uncertainties on the Basis of Neural Network Observers by Yang Liu, Weidong Li

“…Moreover, a robust controller is constructed by considering the train position and velocity tracking errors. …”
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Global Well-Posedness and Determining Nodes of Non-Autonomous Navier–Stokes Equations with Infinite Delay on Bounded Domains by Huanzhi Ge, Feng Du

“…To establish global well-posedness, we first construct several suitable function spaces and then prove them using the Galekin approximation method. …”
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Study on the Spalling Fault Degradation Mechanism and Dynamic Model of Gear Tooth Surfaces by Peng Yi, Wu Shengli, Xing Wenting, Wang Chonghao

“…According to the improved energy method, a time-varying meshing stiffness model of tooth surface crack initiation and degradation into spalling fault is constructed. Considering the transverse propagation path of the cracks and edge contact effect, the impact of the model on the time-varying meshing stiffness is studied. …”
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Accurate location method of branch line break fault in distribution network considering system operation mode by XU Fei, DENG Yanzhen, LIU Honghui, WANG Hui, ZHAO Haiyang

“…A connection matrix for branch nodes was constructed in the distribution network based on the operating mode of the power supply system. …”
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Comprehensive Evaluation of Water Resources on a Long Time Scale Based on Analytic Hierarchy Process by CHEN Hao, ZHANG Yimin, ZHANG Xiaolin, XIONG Jia, DONG Qianjin

“…On a long time scale,the comprehensive water resources in the water resources system is not only related to natural incoming water,but also greatly affected by the underlying surface and human activities.Therefore,on a long time scale,the comprehensive water resources change is affected by many factors and closely related to social development.However,there is no consensus on the current research on assessing changes in comprehensive water resources by multiple factors on a long time scale.This paper constructs a comprehensive water resource evaluation system with 10 indicators in terms of natural incoming water,comprehensive water use,and social factors by the analytic hierarchy process,calculates the water resources volume by taking the upper reaches of Hanjiang River Basin as an example,and concludes that the comprehensive water resources of this river basin fluctuate greatly inter-year,but generally show a downward trend,as well as classifies the state of comprehensive water resources into 5 types according to different score intervals,and on this basis,analyzes the development trend of comprehensive water resources in the upper reaches of Hanjiang River Basin.The results show that the comprehensive water resources in the upper reaches of Hanjiang River Basin will be at high shortage risk in the future,so it is necessary to take reasonable measures to improve water efficiency.…”
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Optimization of Computer Communication Monitoring System for Wind Turbine Speed by Zuoshan Li

“…., were selected, and relevant signal conditioning circuits were designed, and a permanent magnet direct-drive wind power generation system simulation monitoring platform was constructed. In terms of software, LabVIEW was chosen as the design language of the monitoring system, and it pointed out the advantages of using LabVIEW in this monitoring system. …”
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