Research of the Gear Fault Diagnosis based on Improved LMD and Manifold Learning by Shen Chao, Yang Jianwei, Yao Dechen, Li Xi

“…Then,considering fuzzy entropy can be use to distinguish the complexity of the signal effectively,so the fuzzy entropy of Product functions（PF） by LMD is calculated,a high-dimensional feature vector can be obtain with product functions. Finally,by using manifold learning（ISOMAP） on the high dimensional feature into low dimensional features which have better discrimination to describe different gear fault. …”
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Trajectories of Vulnerability of Rural Territories in the Ecuadorian Andes: a Comparative Analysis by Nasser Rebaï, Julio A. Alvarado Vélez

“…In addition, we observed that in recent years, family farmers have developed agricultural practices that have adverse effects on the environment while, at the same time, their food security was not ensured. Finally, the work done over the past three years provides an opportunity to take stock of the negative effects of the “modernizing” project of the primary sector in Ecuador and, through the comparison of several local situations, to characterize the extension of the trajectory of vulnerability of Andean rural territories.…”
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Critical Analysis of Religion and Morality: An Investigation into Types of Morality's Dependence on Religion by Raham Sharaf, Sahar Kavandi

“…Later, the book has been investigated in terms of its content mentioning its advantages and disadvantages in this respect as well. Finally, some suggestions have been provided for the improvement of this work.…”
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Modifying factors for the management of mineral resources and reserves of construction aggregates by Rafael Tadeu Pinto e Moura, Abdullahi Abba Dalhatu, Giorgio de Tomi

“…The findings of the research highlighted the increasing significance of governmental and ESG-related modifying factors in aligning aggregates extraction activities co-existing with other land use in the vicinity. Finally, this article proposes a new indicator for classifying mineral reserves in this sector.…”
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AoI-aware task scheduling in edge-assisted real-time applications by WANG Hongyan, SUN Qibo, MA Xiao, ZHOU Ao, WANG Shangguang

“…Then, the minimum processing rate constraint method was employed to restrict the processing rate during task scheduling, thereby ensuring the real-time nature of task scheduling. Finally, the objective of optimizing long-term task scheduling decisions was achieved based on Lyapunov optimization techniques. …”
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Integrated Navigation Fusion Strategy of INS/UWB for Indoor Carrier Attitude Angle and Position Synchronous Tracking by Qigao Fan, Yaheng Wu, Jing Hui, Lei Wu, Zhenzhong Yu, Lijuan Zhou

“…Simulation results show that FAKF method is better than the conventional Kalman filtering. Finally, an indoor experiment platform is established to verify the integrated navigation theory of INS/UWB, which is geared to the needs of coal mine working environment. …”
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Mesoscopic Finite Element Modeling of Concrete Considering Geometric Boundaries of Actual Aggregates by Hao Jin, Yuliang Zhou, Binglong Wang, Shunhua Zhou

“…Using this method, an aggregate library is established based on the actual aggregates. Finally, the front polygons-rear circumcircle conflict and overlap criteria are proposed, which can achieve a rapid placing process of the multicontrol point aggregate. …”
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Acute Kidney Injury in Diabetes Mellitus by D. Patschan, G. A. Müller

“…Aim of this article is to summarize AKI epidemiology and outcomes in DM and current recommendations on blood glucose control in the intensive care unit with regard to the risk for acquiring AKI, and finally several aspects related to postischemic microvasculopathy in AKI of diabetic patients shall be discussed. …”
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Laser-Induced Breakdown Spectroscopy-Based Coal-Rock Recognition: An <italic>in Situ</italic> Sampling and Recognition Method by Cong Liu, Yimin Luo, Qizhi Zhang

“…Partial least squares discriminant analysis (PLS-DA) is used to analyze the LIBS spectrum and to construct a simplified spectral model (SSM). Finally, SSM and neural network classifiers are used to recognize coal and rock, and the results are presented and discussed. …”
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Properties of Generalized Bronze Fibonacci Sequences and Their Hyperbolic Quaternions by Engin Özkan, Hakan Akkuş, Alkan Özkan

“…Furthermore, we examine the relationships between the hyperbolic Bronze Fibonacci and Bronze Lucas quaternions. Finally, the terms of the generalized Bronze Fibonacci sequences are associated with their hyperbolic quaternion values.…”
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Multi-Scale Feature Similarity and Object Detection for Small Printing Defects Detection by Haojie Lou, Yuanlin Zheng, Wenqian Chen, Haiwen Liu

“…Further, we can get a series of candidate area with possible defects. Finally, we use a decoupled head to decode the features in the candidate region. …”
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The Link Between Venous and Arterial Thrombosis: Is There a Role for Endothelial Dysfunction? by Marco Paolo Donadini, Francesca Calcaterra, Erica Romualdi, Roberta Ciceri, Assunta Cancellara, Corrado Lodigiani, Monica Bacci, Silvia Della Bella, Walter Ageno, Domenico Mavilio

“…Additionally, we discuss novel research avenues, such as the potential of endothelial colony-forming cells and other innovative methodologies, to further unravel the complex mechanisms of thrombosis. Finally, we propose future clinical scenarios where targeting endothelial health could pave the way for more effective prevention and treatment strategies in thrombosis management.…”
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ApisTox: a new benchmark dataset for the classification of small molecules toxicity on honey bees by Jakub Adamczyk, Jakub Poziemski, Pawel Siedlecki

“…This dataset may serve as an important tool for environmental and agricultural research, but also can support the development of policies and practices aimed at minimizing harm to bee populations. Finally, ApisTox offers a unique resource for benchmarking molecular property prediction methods on agrochemical compounds, facilitating advancements in both environmental science and chemoinformatics. …”
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Modularization and Serialization Design Method of Yaw Planetary Reducer by Dong Huimin, Xu Wenhui, Zhang Xinhua, Wang Delun, Bao Yanqiu, Qiu Jun

“…By the definition of serialization design method,the standard series modulus are given,the gear module series are formed. Finally,the wind power yaw reducer rapid design process is established based on planetary modules. …”
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Acceleration Planning of the Closed Five-bow-shaped-bar Linkage based on Energy Consumption Analysis by Yu Lianqing, Zeng Xiangkuo, Li Hongjun, Wu Zijun, Meng Yunhong

“…In order to reduce the energy consumption of a robot of the closed five-bow-shaped-bar linkage rolling along a straight line，the effect of the maximum rolling acceleration under the constant potential energy rolling strategy and the variable potential energy rolling strategy on the total energy consumption of the system is studied.A modified trapezoidal curve with adjustable maximum rolling acceleration is adopted as the rolling angle acceleration law of the system，and the joint trajectories is obtained by using the rolling strategies of constant potential energy and variable potential energy respectively.On this basis，considering the viscous friction in the joints，the Lagrange equation with dissipation function is used to solve inverse dynamics solution，and the total energy consumption of the system is calculated by the energy consumption equation.The calculation shows that the total energy consumption of the system decreases first and then increases with the increase of the maximum rolling acceleration，and using the constant potential energy rolling strategy is beneficial to reducing the total energy consumption of the system.Finally，the correctness of theoretical analysis is verified by Adams simulation.…”
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The Nexuses between Community Attachment, Tourism Support, and Cultural Heritage Protection in the Bektashi Faith Destination: The Roles of Perceived Tourism Impacts and Residency... by Şehnaz Demirkol, Senay Boz, Hatice Çifçi

“…However, only SUPCH positively mediated the relationship between CA and SUPT. Finally, length of residency (LOR) significantly moderated some relationships (i.e., CA and SUPCH; CA and POSI, NEGA and SUPT; and SUPCH and SUPT. …”
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Energy Aware Management for Tasks Scheduling Using Dynamic Voltage and Frequency Scaling Techniques in Cloud Data Centers - A Case Study in the Ports and Maritime Organization by Hamed Ghorbani, Behnam Barzegar, Mousa Nazari

“…Then in the next step, we divide the deadline for doing the work between the tasks. Finally, by assigning the DVFS technique, we assign tasks to the best virtual machine. …”
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Endless Digging and Endless Picking. Sex Ratios and Gendered Labour in Surinamese Plantations, 1830–1863 by Cornelis W. van Galen, Björn Quanjer, Matthias Rosenbaum-Feldbrügge, Matthijs Kraijo

“…Second, we study the age structure on three plantations in the district Coronie in 1830 in detail. Finally, we use muster rolls available for the Catharina Sophia plantation in the period 1848–1849 to analyse the gendered division of labour. …”
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Bounded Analysis and Practical Tracking Control of Complex Stochastic Nonlinear Systems with Unknown Control Coefficients by Long-Chuan Guo, Xiang-Kun Fang

“…Moreover, we construct an output feedback practical tracking controller based on the dynamic and static phase combined by Ito stochastic differential theory and selection of appropriate design parameters, ensuring that the system tracking error can be made arbitrarily small after some large enough time. Finally, a simulation example is provided to illustrate the efficiency of the theoretical results.…”
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Population Balance Solution Using Fixed Point Convergence Acceleration for Steady-State Reactor Networks by Vasquez Cristian Camilo Ruiz, Lebaz Noureddine, Ramière Isabelle, Bertrand Murielle, Mangin Denis

“…The evolution of the actinide concentration and the average crystal size follow the theory of the crystallisation mechanisms. Finally, the very satisfactory numerical performances open the way to simulate more complex and demanding reactor network structures.…”
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