Kinematics and spatial structure analysis of TBM gunite robot based on D–H parameter method by Lianhui Jia, Shenyao Liu, Chenxu Cao, Yehao Kang, Ying Zhu, Lijun Wang, Donglai Xu, Ruixue Cheng

“…Abstract In modern tunnel construction, TBM (Tunnel Boring Machine) plays a very important role. In response to the needs of tunnel wall reinforcement and TBM automated construction for tunnel construction, a shotcrete mechanism mounted on the TBM is designed. …”
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State of Health Estimation for Lithium-Ion Batteries Using an Explainable XGBoost Model with Parameter Optimization by Zhenghao Xiao, Bo Jiang, Jiangong Zhu, Xuezhe Wei, Haifeng Dai

“…Moreover, the proposed method shows superior estimation accuracy and performance compared to existing machine learning models.…”
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Feature Selection and Hyper-parameter Tuning Technique using Neural Network for Stock Market Prediction by Karanveer Singh, Rahul Tiwari, Prashant Johri, Ahmed A. Elngar

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THE MODELING OF GRAPHICAL AND ANALYTICAL DRYING PROCESS PARAMETERS RELATIONS IN CO2 ENVIRONMENT by NATALIA TISLINSCAIA, MIRCEA BERNIC, ANDREI LUPASCO, VLADIMIR ZAVIALOV, MIHAIL MELENCIUC, IANA TISLINSCAIA

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STATISTICAL ANALYSIS OF DYNAMIC CHARACTERISTICS ASYNCHRONOUS ELECTRIC MOTOR WITH CHANGING LOAD PARAMETERS by N. A. Malev, O. V. Pogoditsky

“…Recommendations was given on the use of this method in solving the problem of identifying the parameters of electric machines.…”
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Influence of turning cutting parameters on surface deformation of annealed AISI-1020 steel by Omar Zurita, Verónica Di Graci, Maria Capace

“…The results showed an increase in the deformation with each cutting parameter, due to the higher forces associated with the machining process and the cutting area. …”
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The impact of ground losses on estimations of lightning-induced voltage with dispersive soil parameters by Toqa Faisal, Sahar. S. Kaddah, Taghreed Said, Mohammad E. M. Rizk

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CONTACT STIFFNESS MEASUREMENT AND GRINDING PARAMETERS OPTIMIZATION OF CYLINDRICAL PLUNGE GRINDING (MT) by WANG JiaLe, LI HaoLin, SUN ShiYu, WANG NengYang, CAO WenJie, CUI Yi

“…According to the experimental results, the variation of the system time constant and the grinding force with the grinding parameters are analyzed. The relationship model between the contact stiffness and the grinding parameters is established by regression analysis, and the optimal values of the wheel feed speed and the workpiece speed in the specific grinding process are determined under the condition of meeting the machining requirements.…”
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A METHOD MEASURING FRACTURE PARAMETERS OF BRITTLE MATERIAL USING U-NOTCHES by LIU XiaoMei, BIAN YongMing, LIANG YongCheng

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Using Machine Learning for the Precise Experimental Modeling of Catastrophe Phenomena: Taking the Establishment of an Experimental Mathematical Model of a Cusp-Type Catastrophe for... by Shaonan Zhang, Liangshan Xiong

“…When catastrophe theory is applied to the experimental modeling of catastrophe phenomena, it is impossible to know in advance the corresponding relationship and mapping form between the parameters of the actual catastrophe mathematical model and the parameters of the canonical catastrophe mathematical model. …”
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Application of the Mechanic program in determining the main parameters of the electromechanical drive of the lifting platform by Kopylov A.Z., Lavrov V.Yu., Lychagin Yu.V., Osipov V.I.

“…In particular, we determined the parameters of the linkage (geometric and mass-inertial characteristics), gear reducer (geometrical parameters, modules, numbers of teeth, gear ratio), carried out the choice of motor, calculation is made of kinematical and power characteristics, as well as dynamic study of the drive. …”
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Proposed Model to Minimize Machining Time by Chip Removal Under Structural Constraint Taking into Consideration Machine Power, Surface Finish, and Cutting Speed by Using Sorting Al... by Abraham Manilla-García, Néstor F. Guerrero-Rodriguez, Ivan Rivas-Cambero

“…The structural integrity model is proposed considering the rounding of the cutting tool nose as a measure of roughness requested in the workpiece, the electrical power capacity delivered by the machine tool motor as a load-limiting factor for the process, the geometry of the desired workpiece, and the physical machining parameters given by cutting tool manufacturers. …”
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Analysis of the forces acting from the side of the magneto-abrasive tool on parts being machined during magneto-abrasive machining in conditions of the annular bath with large work... by Victor Maiboroda, Dmytro Dzhulii, Kostiantyn Zastavskyi

“…Previously carried out analytical studies of dynamic parameters did not take into account the real conditions of the interaction of grains and their groups with machined surfaces. …”
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Design and Testing of an Offset Straw-Returning Machine for Green Manures in Orchards by Quanzhong Zhang, Jinfei Zhao, Xiaowen Yang, Ling Wang, Guangdong Su, Xinying Liu, Chuang Shan, Orkin Rahim, Binghui Yang, Jiean Liao

“…The development of this machine and the construction of its parameter model can provide a certain reference value for developing and optimizing related machines including green manure-returning machines.…”
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Efficient bit labeling in factorization machines with annealing for traveling salesman problem by Shota Koshikawa, Aruto Hosaka, Tsuyoshi Yoshida

“…Abstract To efficiently determine an optimum parameter combination in a large-scale problem, it is essential to convert the parameters into available variables in actual machines. …”
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Estimation of Tomato Quality During Storage by Means of Image Analysis, Instrumental Analytical Methods, and Statistical Approaches by Paris Christodoulou, Eftichia Kritsi, Georgia Ladika, Panagiota Tsafou, Kostantinos Tsiantas, Thalia Tsiaka, Panagiotis Zoumpoulakis, Dionisis Cavouras, Vassilia J. Sinanoglou

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The development of the generative adversarial supporting vector machine for molecular property generation by Qing Lu

“…In this work, we propose a new generative model by introducing the supporting vector machine into the GAN architecture. Such modification reduces the hyper-parameter space by half, thus making the training more accessible. …”
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Optimization of microwave components using machine learning and rapid sensitivity analysis by Slawomir Koziel, Anna Pietrenko-Dabrowska

“…This research introduces a procedure for expedited globalized parameter adjustment of microwave passives. The search process is embedded in a surrogate-assisted machine learning framework that operates in a dimensionality-restricted domain, spanned by the parameter space directions being of importance in terms of their effects on the circuit characteristic variability. …”
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Machinability Study of Hybrid Nanoclay-Glass Fibre Reinforced Polyester Composites by P. Prabhu, P. Jawahar, M. Balasubramanian, T. P. Mohan

“…Three different speeds (600, 852, and 1260 rpm) and two different feeds (0.045, 0.1 mm/rev) are selected as process parameters. The effect of process parameter on thrust force and delamination during drilling CGRP is analyzed for optimizing the machining parameters. …”
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PARAMETRIC SELF-EXCITATION OF CUTTING DYNAMIC SYSTEM by Vilor Lavrentyevich Zakovorotniy, Pham Thu Huong

“…Factors causing the cyclic parameter variations in the cutting dynamic system are analyzed. …”
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