Experimental Analysis of Spiral Finishing Process on EDM Drilled Hole in Titanium by Md Farid Hossain, Abhijit Bhowmik, Samim Alam, Sameer Sheshrao Gajghate, Golam Kibria, Chander Prakash, Himadri Majumder

“…To explore the search investigation and find out the better surface finishing for through holes made on EDM, the process parameters have been designed using the Taguchi L16 orthogonal array with input parameters such as Current (I), Pulse on time (Ton), and Pulse off time (Toff). …”
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Multi-device analysis of energy loss duration and pellet penetration with implications for shattered pellet injection in ITER by G. Bodner, N. Eidietis, Z. Chen, P. Heinrich, J. Herfindal, S. Jachmich, G. Papp, J. Kim, M. Lehnen, U. Sheikh, I. Coffey, O. Ficker, S. Gerasimov, V. Kachkanov, C. Reux, S. Silburn, H. Sun, the ASDEX Upgrade Team, JET Contributors, the EUROfusion Tokamak Exploitation Team

“…If validated, these predictions would have an impact on the desired pellet parameters and mitigation strategies for the ITER DMS. …”
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Intelligent recognition of “geological-engineering” sweet spots in tight sandstone reservoirs - an application to a tight gas reservoir in Ordos Basin, China by Kui Chen, Minghao Zhao, Minghao Zhao, Yansong Feng, Xiaoyan Fu, Yifei Wang, Hui Guo, Jingchen Ding, Qi Chen, Qi Chen

“…The results indicate that sweet spots are influenced by a combination of geological, rock mechanical parameters, and hydraulic fracturing operation parameters. …”
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Effect of heat treatment and rotary swaging on microstructure and mechanical properties of 91W–Ni–Fe–Co alloy by Shiru Liu, Zhou Li, Xuemeng Zhou, Lu Yang, Liujie Xu, Xiran Wang, Dabo Liu, Deze Yue, Shizhong Wei

“…The tensile and impact tests were carried out by universal material testing machine and metal pendulum impact testing machine. …”
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Enhanced analysis of MHD radiative hybrid nanofluid flow over a spinning disc with hall currents via advanced computational techniques by Muhammad Jebran Khan, Mohsin Ali, Maher Ali Rusho, Juan Carlos Cayán Martínez, Eduardo Francisco García Cabezas, Diego Ramiro Ñacato Estrella, Angel Geovanny Guamán Lozano, Noormal Samandari

“…This integration of computational and machine learning methods enhances the understanding of complex flow dynamics, marking a significant advancement in fluid dynamics research.…”
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C2 pars interarticularis length on the side of high-riding vertebral artery with implications for pars screw insertion by Tomasz Klepinowski, Miszela Kałachurska, Michał Chylewski, Natalia Żyłka, Dominik Taterra, Kajetan Łątka, Bartłomiej Pala, Wojciech Poncyljusz, Leszek Sagan

“…Cut-off value and predictive statistics of C2PIL for HRVA were computed with cutpointr package. Unsupervised machine learning clustering was applied with all three pars parameters. 345 potential screw insertion sites (PSIS) were grouped as HRVA (143 PSIS in 110 subjects) or controls (202 PSIS in 101 subjects). 68% participants were females. …”
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Examination of injection moulded thermoplastic maize starch

“…This paper focuses on the effect of the different injection moulding parameters and storing methods on injection moulded thermoplastic maize starch (TPS). …”
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ON TECHNIQUE OF FUZZY EXPERT KNOWLEDGE REPRESENTATION by Lyudmila Victorovna Borisova, Valery Petrovich Dimitrov, Inna Nikolayevna Nurutdinova

“…This technique allows determining a rational term set of the linguistic variable for the construction of the generic membership functions under the input and output system parameters specification. The improved background for choosing terms of the linguistic variables allows optimizing the KB parameters based on the fuzzy production rules. …”
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Synthesis of the cardioid crank slider mechanism with double working strokes by HOU Yujie, HAN Jiguang

“…The influence of the mechanism parameters on the working stroke and minimum transmission angle were studied. …”
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DETERMINATION OF REGULARITIES PERTAINING TO FORCEFUL LOADING OF ELASTIC ELEMENT OF SAWING SECTION by M. G. Kiselev, A. V. Drozdov, D. A. Yamnaya

“…The obtained data make it possible to determine optimal excitation parameters of forced vibrations.…”
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长锥距弧齿锥齿轮的加工参数设计与加工试验 by 张华, 徐增军, 朱云振, 雷宝珍

“…For its cone distance dimension is very large,long-cone-distance spiral bevel gear is milled on the large scale special purpose machine tool generally,and the process is difficult to realize.Using pre-control technique of the tooth contact bearings,the gear machining parameters are designed,the precision gear 3D model is established,and the contact situation between the mesh surfaces is simulated.Based on the horizontal machining center,the NC program codes are compiled to experiment machining process of the long-cone-distance spiral bevel gear.The experiment results show that the long-cone-distance spiral bevel gear could be machined on horizontal machining center.…”
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Proactive Maintenance and Data-Driven Optimization of Mineral Lubricating Oil in a Gas Engine Cogeneration System Extending Oil Change Intervals for Cost Savings and a Reduced Envi... by Krzysztof Pytel, Roman Filipek, Adam Kalwar, Małgorzata Piaskowska-Silarska, Wiktor Hudy, Jana Depešová, Franciszek Kurdziel

“…Parameters including viscosity, contamination levels, Total Base Number (TBN), and Total Acid Number (TAN), were identified as significant indicators of oil performance and engine reliability. …”
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Research of Exoskeleton Trajectory Algorithm based on Homogeneous Differential Equation by Liang Yuhang, Liang Guoxing, Li Zhili, Song Jinpeng, Ren Qichao

“…The kinematical equation of man-machine exoskeletons is established based on differential geometry homogeneous coordinates equation,according to the lower limb motion parameters,the boundary conditions are got,and then the motion trajectory of ankle is drawn by using the Matlab. …”
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A Fault Diagnosis Method of Contactor Based on Support Vector Classifier by YANG Jiawei, ZENG Weizhang, ZHU Wenlong, XU Hailong, ZHANG Zhongjing

“…In this paper, a dynamic model of armature movement in the process of contactor closing is established, and the relationship between the contactor coil voltage, coil current, action time and the structure parameters of the contactor is studied. Based on this relationship, a fault diagnosis method of contactor based on support vector machine is proposed. …”
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Utilizing computer modeling in reliability management of technological equipment in woodworking industries by Tsarkova Evgenia

“…A maintenance management model for machine tools utilized in production is introduced, followed by testing the model with different sets of system parameters. …”
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Description of how the specialization influences the dynamics of the functional and motor abilities among the third to fifth year male students by S. A. Chernenko

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Kinetic energy recovery and reuse of traveling drive system of hybrid hydraulic electric loader by Hongli Cao

“…Simulation results show that the scheme can effectively recover and reuse the kinetic energy of the loader during braking, and that it reduces the peak power of the original drive motor by about 19%, and the energy consumption of the whole machine operation by about 30%.…”
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Design of federated routing mechanism in cross-domain scenario by Peizhuang CONG, Yuchao ZHANG, Ye TIAN, Wendong WANG, Dan LI

“…With the development of multi-network integration,how to ensure efficient interconnections among multiple independent network domains is becoming a key problem.Traditional interdomain routing protocol fails due to the limitation of domain information privacy,where each autonomous domain doesn’t share any specific intra-domain information.A machine learning-based federated routing mechanism was proposed to overcome the existing shortcomings.Each autonomous domain shares intra-domain information implicitly via neural network models and parameters.It not only breaks data islands problems but also greatly reduces the amount of transmitted data shared between domains,then decreases convergence delay of entire network information.Based on the federated routing mechanism,border routers can formulate global optimal routing strategies according to the status of entire network.…”
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The influence of lubricating coolant and processing modes on surface roughness during face milling of workpieces made of aluminum alloys by A. G. Kisel, D. S. Makashin

“…The roughness of the machined surface is evaluated by the Ra parameter using a MarSurf PS1 portable profilometer. …”
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Enhancing medical image classification via federated learning and pre-trained model by Parvathaneni Naga Srinivasu, G. Jaya Lakshmi, Sujatha Canavoy Narahari, Jana Shafi, Jaeyoung Choi, Muhammad Fazal Ijaz

“…The precise classification of medical images is crucial in various healthcare applications, especially in fields like disease diagnosis and treatment planning. In recent times, machine-intelligent models are desired to work in remote settings. …”
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