High-Accuracy Fault Location Detection in Double-Circuit Transmission Lines Utilizing Extreme Learning Machine Algorithm by Muhammad Hammad Saeed

“…Herein, an Extreme Learning Machine-based line parameter-independent fault location method is suggested that can learn the nonlinear relationship between the voltages, currents measured, and fault locations with high accuracy. …”
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Grip Force Modeling and Analysis of the End-effector of Minimally Invasive Surgical Instrument by Fen Liu, Nanxing Du, Hongqiang Sang, Shiming Yang

“…The influences of the nonlinear friction among the steel cable and the guide pulleys，the motion coupling between the finger and wrist joints，and the creep deformation of the steel cable on the guide pulleys on the grip force are considered in the model. …”
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Effectiveness of Hydraulic and Hydrologic Parameters in Assessing Storm System Flooding by Basim K. Nile

“…Physically based models, Autodesk Storm and Sanitary Analysis (ASSA) and multiple nonlinear regression (MNLR), were applied. Hydrology data from 1980 to 2013 were inputted and examined over three scenarios. …”
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Investigate the Relationship between the Vehicle Roll Angle and Other Factors When Steering by Duc Ngoc Nguyen, Tuan Anh Nguyen

“…The model of a complex dynamic, a combination of many nonlinear components, is used to simulate vehicle oscillations. …”
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Color Image Segmentation Using Fuzzy C-Regression Model by Min Chen, Simone A. Ludwig

“…Therefore, a Fuzzy C-Regression Model (FCRM) using spatial information has been proposed whose prototype is hyperplaned and can be either linear or nonlinear allowing for better cluster partitioning. …”
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INFLUENCE OF BOUNDARY CONDITION ON COMPRESSIVE STABILITY PERFORMANCE OF STIFFENED THIN-WALL PANEL by ZHANG HaoYu, HE YuTing, ZHANG Fei, SHAO Qing, FENG Yu

“…Nonlinear finite element method（ FEM） was adopted to calculate the compressive stability of stiffened panel numerically. …”
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From source to sink: the path to efficient energy harvesting with LEDs and displays by Andrea De Iacovo, Gaetano Assanto, Lorenzo Colace

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Application of Escape Discrete Differential Evolution Algorithm in Optimal Design of Gear Transmission by Che Linxian, Yi Jian, He Bing

“…According to the equivalent mapping relation of decision variables,the constrained discrete optimization problems for gear transmission design are transformed into nonlinear constrained non- negative integer programming problems（ CNIPPs） and a discrete differential evolution（ DDE） algorithm is used to solve these problems. …”
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Inequality and Total Effect Summary Measures for Nominal and Ordinal Variables by Trenton D. Mize, Bing Han

“…The added benefits of our methods are both intuitive and substantively meaningful effect size metrics and approaches that can be applied across a wide range of models, including linear, nonlinear, categorical, multilevel, longitudinal, and more.…”
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Mining Key Skeleton Poses with Latent SVM for Action Recognition by Xiaoqiang Li, Yi Zhang, Dong Liao

“…The advantage of our method is resisting against intraclass variation such as noise and large nonlinear temporal deformation of human action. We evaluate the proposed approach on three benchmark action datasets captured by Kinect devices: MSR Action 3D dataset, UTKinect Action dataset, and Florence 3D Action dataset. …”
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Numerical Analysis of Horizontal Impact Resistance of Rock Socketed Pile with Steel Casing by Xiaolong Zhang, Lunliang Duan, Duoyin Wang

“…Based on a Wharf project in Chongqing, this paper carries out experimental research and nonlinear finite element analysis on the impact resistance of steel casing rock socketed pile of inland river frame Wharf under horizontal impact load. …”
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Dropping Shock Characteristics of the Suspension Cushioning System with Critical Components by Hui Li, Anjun Chen, Ningning Duan

“…Dimensionless dropping shock dynamic equations of suspension nonlinear packaging system with critical components were obtained. …”
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Experiment and Numerical Simulation on Creep Mechanical Behaviors of Mudstone under Unloading Condition by Xudong Feng

“…When the axial stress is higher than the yield strength of the rock mass, the rock mass enters the tertiary creep stage (which is characterized by large deformation and instability failure in a short period of time). An improved nonlinear viscoelastic-plastic rock creep model, which can simulate three creep stages, is established (well verified). …”
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Firing propagation in empirical cognitive networks of human brain by Dehua Chen, Ruohua Gao, Zhiyin Yang, Siyu Huo, Zonghua Liu

“…Understanding the physical mechanisms of brain functions has always been a challenging problem in the fields of nonlinear dynamics and network science. A promising approach to address this problem is by studying signal propagation on brain cognitive networks. …”
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Seismic Behavior Analysis of Damaged Steel Fiber-Reinforced High-Strength Concrete Frame Joints Strengthened by FRP by Wang Tingyan, Zhou Yun, Zhang Junwei

“…In this paper, the seismic behavior of fiber-reinforced polymer (FRP) strengthened and unstrengthened steel fiber-reinforced high-strength concrete frame joints under low cyclic loading was tested. Then, the nonlinear finite element program was used to simulate the seismic behavior of FRP strengthened and unstrengthened steel fiber-reinforced high-strength concrete frame joints under low cyclic repeated load. …”
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Numerical Optimization Method and Experimental Verification of Contact Strength of U-Joint Bearings by Niu Jie, Ye Lianqiang, Dong Xiaozhong, Gao Tianfen, Gu Fuxiang

“…The optimization results show that the contact stress of the needle roller bearing is reduced by 18.4%, the minimum test life of the U-joint bearing is increased by 28.6%, and the maximum test life is increased by 61%, indicating the nonlinear relationship between the life of the U-joint needle roller bearing and the structural parameters, and also show the correctness of the optimization model and analysis scheme of U-joint contact strength. …”
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Experimental Study to Determine the Failure Criteria of Concrete at Its Early-Age by Hongyan Ding, Lei Zhang, Puyang Zhang

“…The failure criteria and the constitutive relation of materials for an early-age concrete are the most common reasons to conduct the nonlinear analysis and to assess the concrete structures during the construction stage. …”
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Optimal relay selection for full duplex SWIPT-NOMA systems with maximal throughput by Taoshen LI, Anni SHI, Zhe WANG, Lu HE

“…To improve the performance of 5G communication system, a full duplex Internet of things (IoT) relay system model was built by introducing the non-orthogonal multi-access (NOMA) technology.For the relay system of simultaneous wireless information and power transfer (SWIPT), it was considered that the relay node can harvest the energy of the source node, the self-interference signal of the loop channel and the free energy access point (EAP), and NOMA technology was used to forward the source node signal and its own signal to different destination nodes.Based on the model, a power distribution collaboration SWIPT relay selection strategy was proposed to optimize system throughput.Firstly, the problem model was established based on the constraints of communication quality of service and transmission power of source nodes.And then, the original nonlinear 0-1 programming problem was converted into a pair of coupling optimization problem by mathematical transformation, and the optimal relay selection of outer optimization problem was solved based on the optimal solution of the internal optimization problem.Finally, an optimal relay selection algorithm was used to maximize system throughput.Simulation results show that the proposed model and strategy are superior to the traditional maximum-minimum relay selection schemes in terms of throughput gain, and the consideration of EAP can significantly improve the interrupt performance.…”
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Research on Cooperative Innovation Behavior of Industrial Cluster Based on Subject Adaptability by Xiaohui Jia, Minghui Jiang, Lei Shi

“…In the second place after the introduction of subjects’ adaptability, it will affect both game theory selection process and time, which means that the process becomes more complex, presents the nonlinear characteristics, and helps them to make faster decisions in their favor, but the final steady state remains unchanged.…”
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Measurement System of Gear Dynamic Transmission Error based on Optical Encoder by Liang Zhihao, Zhao Kegang, Liu Yanwei, Ye Jie

“…Finally,the dynamic transmission error of the gear pair can be obtained by comparing the angle sequences of two shafts. The nonlinear dynamics model of a gear system is built and it’s solved based on fourth-order Runge-Kutta method. …”
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