A novel mechanism-guided residual network for accurate modelling of scroll expander under noisy and sparse data conditions by Xiaoshuang Lv, Xin Ma, Wei Peng, Ke Li, Chengdong Li

“…It has the ability to incorporate mechanistic constraints within the data-driven approach, setting it apart from conventional machine learning and deep learning methods that often disregard underlying physical laws. …”
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Analysis and Numerical Calculation for Several Basic Characteristics of Coaxial Magnetic Gears Applied in Robots by Yang Hongjing, Hua Hua, Yang Xiangping, Chen Jiaxin

“…For this reason, this study takes the harmonic gear performance of the national standard type 14 as the reference object, uses the relevant electromagnetic theory and the analogy method to study and compare the related performance of the coaxial magnetic gear with the same space size and its numerical calculation method, stability and the integrated technology of servo motors and coaxial magnetic gears. …”
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Development of an Integrated Cooling System Controller for Hybrid Electric Vehicles by Chong Wang, Qun Sun, Limin Xu

“…Experiments suggested that the continuous operating performance of the ECU is robust and capable of saving 15% of the total electricity comparing with ordinary fan speed control method.…”
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Validation of an Algorithm for the Estimation of Human Passive Wrist Stiffness Based on a Subject-Specific Kinematic Model by Giorgia Giovannetti, Alessia Noccaro, Domenico Campolo, Domenico Formica

“…Our findings align with existing literature in terms of stiffness behavior, showing stiffness anisotropy with the highest value predominantly along the RUD direction. However, compared to simplified wrist models with orthogonal and intersecting joint axes, and prior studies that approximate human axes to robot ones by assuming perfect alignment between them, our method reveals significant differences in the magnitude and orientation of the stiffness ellipse. …”
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Experimental research of technological elastic deformations of the central holes of gears by A. S. Serkov, V. V. Derkach, S. V. Mikhailenko, L. B. Serkova

“…The least squares method was used to confirm the assumed linear dependence of the graphs of hole shape distortion from roundness as a function of the tightening torque applied to the wrench handle. …”
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Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine by Keltoum Loukal, Leila Benalia

“…Simulation results show the feasibility and the effectiveness of the suggested method to the control of the DFIM under different operating conditions such as load torque and in the presence of parameters variation.…”
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A Review of Recent Advances in Roll Stability Control in On-Road and Off-Road Vehicles by Jie Chen, Ruochen Wang, Wei Liu, Dong Sun, Yu Jiang, Renkai Ding

“…Despite significant advancements in roll stability control for individual vehicle types, comparative research across on-road and off-road vehicles remains limited, hindering cross-disciplinary innovation. …”
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Dynamic Modeling and Simulation of a Cyclic Towing System for Underwater Vehicles by Xinhao Luo, Shiping He

“…The model calculates the system’s stiffness, damping, mass, and fluid resistance equations, while the overall dynamic model of the system is numerically solved using the Runge–Kutta method. The validity of this model was verified by comparing and analyzing the simulation results with those from the commercial software ADAMS. …”
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The effects of integrated traditional Chinese and western medicine rehabilitation programs on post-acute ankle sprain: A randomized controlled trial study protocol. by Hang Gao, Xiao Chen, Jiayi Ren, Xinglai Zhang, Yuqian Hu, Zhao Ma, Yuanjia Gu, Jiming Tao, Weian Yuan

“…The main outcome measures are Visual Analog Scale and Short Form McGill Pain Questionnaire; the secondary outcome measures are the Foot Ankle Ability Assessment Scale, AOFAS Ankle Posterior Foot Scale, torque and gait. This study protocol aims to evaluate the safety and effectiveness of integrated traditional Chinese and western medicine rehabilitation programs by comparing the results of two groups before and after treatment. …”
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Analysis of performance and optimization of Iron Roughneck Tong Dies parameters by Donghe Han, Yongbai Sha, Xiaoying Zhao, Congzhi Liu, Kangshuai Yang, Baihan Su

“…However, research on Tong Dies remains limited, with most existing studies employing orthogonal optimization methods. While these studies address localized optimization issues, they have yet to achieve a globally optimal design. …”
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Small signal stability enhancement of WSCC system using PSO based PSS by R. Ramya, K. Selvi, M.V. Suganyadevi, S. Usha

“…Multiple stabilisers must be utilised in multi-machine systems with poorly damped oscillation modes, and the challenge of setting the PSS parameters becomes comparatively challenging. This paper addresses the optimal tuning of the PSS parameters in the multi-machine power system by applying six different Particle Swarm Optimization methods such as AGPSO1, AGPSO2, AGPSO3, IPSO, MPSO and TACPSO. …”
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A novel short-course, low-intensity blood-flow-restricted exercise (BFRE) regimen to study satellite cell function in critical illness survivors with sustained muscle atrophy follo... by Sunita Mathur, Nathalia P. S. Maia, Manoela De Paula Ferreira, Christian Martin, Christina Doherty, Judy Correa, Caterina Di Ciano-Oliveira, Pamela J. Plant, Jane Batt, Jane Batt

“…This study tested the capacity of a novel low-intensity, short-duration blood-flow-restricted exercise (BFRE) regimen, designed to accommodate the physical exercise limitations of critical illness survivors, to stimulate the satellite cell.MethodsEight healthy controls (five men, three women, ages 20–64 years) underwent five consecutive daily sessions of quadriceps BFRE consisting of eight sets of eight knee extensions at 30% isometric peak torque followed by imaging and vastus lateralis (VL) biopsy to determine the quadriceps’ size, strength, VL satellite cell content, and transcript expression levels of regulators of muscle proteolysis, autophagy, and myogenic regulatory factors pre- and post-BFRE training. …”
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The effect of acute beetroot juice consumption prior to climbing on lower-body isokinetic and isometric strength, aerobic power, and muscle soreness among mountain climbers by Alireza Daneshparvar, Mohammad Hemmatinafar, Mohsen Salesi, Rasoul Rezaei, Babak Imanian, Sepideh Pirmohammadi

“…Moreover, notable improvements were observed in PPT (p = 0.001, pEta2 = 0.374), Estimated VO2max (p = 0.016, pEta2 = 0.291), HGS (p = 0.004, pEta2 = 0.270), flexibility (p = 0.003, pEta2 = 0.407), HJ (p = 0.008, pEta2 = 0.155), and isokinetic (peak torque, average power and rate of force development) and isometric (Maximum voluntary isometric contraction) strength indicators in the BRJ groups compare to the other groups (p˂0.05). …”
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Measurement of the interface of external connection implants with metal or zirconia abutments under scanning electron microscopy by Blanca Nieves-Rodriguez, Jair Rodríguez-Ivich, Nana Kwame Ampomah, Fabio Luiz Andretti

“…Methods Eighty external hex implants (4.1 mm) from the same company were divided into four equal groups. …”
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并联机器人的新型趋近率滑模控制研究 by 石明明, 高国琴, 牛雪梅

“…Finally,the simulation experiments of the parallel mechanism dynamics model and control are carried out by using MATLAB.Comparing with a computed torque control and a conventional reaching law sliding mode control,the results show that the established dynamics model is suitable for the real- time dynamic control of the parallel mechanism and the designed control method has the better performance.…”
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Numerical Simulation and Experimental Study on Sealing Performance and Frictional Property of Rotary Lip Seal by Huifang Dong, Jian Hu

“…At the same time, the bench test was carried out and the correctness of the model was verified by comparing the simulation results and test results of reverse pumping rate and friction torque under different rotational speed of the shaft. …”
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Comparison of wind farm control strategies under realistic offshore wind conditions: turbine quantities of interest by J. A. Frederik, E. Simley, K. A. Brown, G. R. Yalla, L. C. Cheung, P. A. Fleming

“…This paper focuses on comparing the turbine quantities of interest between these methods for a simple two-turbine wind farm setup, while a companion article <span class="cit" id="xref_paren.1">(<a href="#bib1.bibx9">Brown et al.…”
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Do Elite Female Judokas Show Asymmetry in the Internal and External Rotators of the Shoulder? A One-Dimensional and Principal Component Approach by Esteban Aedo-Muñoz, Pablo Merino Muñoz, Luciano Bernardes Leite, Pedro Forte, Bianca Miarka, Matias Gonzalez Valenzuela, Cristian Hernandez-Wimmer, David Arriagada-Tarifeño, Ciro José Brito

“…ER at 60°/s; similar results were observed at 180°/s when analyzed by PCA or SPM methods (<i>p</i> > 0.05 for all comparison). There was no difference between peak torque at 60°/s or 180°/s (<i>p</i> > 0.05 for all comparison). …”
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A Data-Driven Approach to Estimate Changes in Peak Knee Contact Force With Exoskeleton Assistance by Delaney E. Miller, Ashley E. Brown, Nicholas A. Bianco, Scott L. Delp, Steven H. Collins

“…We developed a simple method to rapidly estimate changes in peak knee contact force. …”
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Isokinetic Assessment of Knee Flexor and Extensor Strength and Lower Extremity Flexibility Assessment of an NCAA Division III Men’s Soccer Team by Savanna Perkins, Paul Canavan

“… # Study Design Observational cohort # Methods Standardized isokinetic testing of concentric muscle performance, measured by peak torque of the quadriceps and hamstrings and hamstring-to-quadriceps ratios, was conducted using a Biodex isokinetic dynamometer at speeds of 60 and 180°/sec. …”
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