Design of a Sugar Cane Juice Extracting Machine. by Mubangizi, Elias

“…Basically, the essence of this report is to design and develop a machine from available resources capable of extracting juice from sugar canes, specifically for local farmers. …”
Get full text

Machine Learning-Based Predictive Maintenance for Photovoltaic Systems by Ali Al-Humairi, Enmar Khalis, Zuhair A. Al-Hemyari, Peter Jung

“…Methods: The system integrates sources of data like embedded sensors, weather stations, and DustIQ data to create an integrated dataset for predictive modeling. Machine learning models were employed to forecast soiling loss based on significant atmospheric parameters such as relative humidity, air pressure, ambient temperature, and wind speed. …”
Get full text

Machine Learning-Based Prediction of No-Show Telemedicine Encounters by C. Mahony Reategui-Rivera, Wanting Cui, Stefan Escobar-Agreda, Leonardo Rojas-Mezarina, Joseph Finkelstein

“…Aim: This study aimed to evaluate the performance of machine learning (ML) models in predicting patient no-shows for telemedicine appointments within Peruvian health system and identify key predictors of nonattendance. …”
Get full text

Question-matching approach based on gradual machine learning by Xuejian HE, Anqi CHEN, Zhiqiang GUO, Zhiru WANG, Qun CHEN

“…In this study, we propose a novel gradual machine learning (GML)-based approach for Chinese question matching. …”
Get full text

Toward sustainable machining of hardened SKD11: Machine learning-based evaluation and optimization of surface roughness, tool wear, and CO2 emissions by Van-Canh Nguyen, Dung Hoang Tien, Van-Hung Pham, Thinh-Viet Nguyen, Thuy-Duong Nguyen

“…Input variables comprise cutting speed (Vc), feed rate (fz), and cutting depth (ap), while output parameters include surface roughness (Ra), carbon emission (CE), and tool wear (Vb). …”
Get full text

Parametric Model Analysis, Geometrical Characteristics and Tool Trajectories to Surface Roughness when Machining the Cycloid Screw by a Five-Axis Milling Machine by Van Bong Pham, Nguyen Van Thien, Van Que Nguyen, Trinh Nguyen Duy, Duy Khanh Nguyen, Dung Hoang Tien

“…Next is the experimental setup and simulation of the cycloid screw machining process and discussions. The obtained surface quality prediction parameters are close to the actual measured value, which can be used as a reference model for five-axis CNC milling technology processes. …”
Get full text

CNC machining data repository: Geometry, NC code & high-frequency energy consumption data for aluminum and plastic machiningMendeley Data by Markus Brillinger, Muaaz Abdul Hadi, Stefan Trabesinger, Johannes Schmid, Florian Lackner

“…Potential use cases include optimizing machining parameters for energy reduction based on power consumption patterns, and enhancing digital twin models with real-world machining data. …”
Get full text

AERO: Adaptive Edge-Cloud Orchestration With a Sub-1K-Parameter Forecasting Model by Berend J. D. Gort, Godfrey M. Kibalya, Angelos Antonopoulos

Get full text

Stabilization of Voltage Parameters of Induction Generator Excited by a Voltage Inverter by Padalko D.A.

“…The use of semiconductor frequency converters makes it possible to provide high stability of the output voltage parameters and good speed of the mechatronic generation system with an asynchronous machine.…”
Get full text

THE EXPERIMENTAL DIDACTIC STAND FOR DETERMINING THE PARAMETERS OF THE GEAR WITH MAGNETORHEOLOGICAL CLUTCH AND BRAKE by Jerzy BAJKOWSKI

“…In this paper the laboratory stand, designed to be used as a part of the Laboratory of Machine Design and Research which is part of the subject Fundamentals of Machine Design, is presented. …”
Get full text

The method of calculating the parameters of the materials delivery mechanism of the technological materials distributor by Turdibekov Saloxiddin, Xamraqulov Rasuljon, Negmatov Navruz, Raximbayev Zaxidjan

“…The technological material delivered to the spreading disc in a certain ratio (portion) should be connected with the speed of the machine, so the relationship between the speed parameters of the machine and the speed of the delivery mechanism was studied. …”
Get full text

Nonlinear Dynamic Modeling of a Gear-Bearing Transmission System Based on Dynamic Meshing Parameters by Jinzhou Song, Lei Hou, Rui Ma, Zhonggang Li, Rongzhou Lin, Yi Chen, Yushu Chen, Nasser A. Saeed

Get full text

Investigation of the relationship between the design and technological parameters of vibration and oscillating rollers by Shishkin E.A., Ivanchenko S.N., Sidorkov V.V., Mamaev L.A., Smolyakov A.A.

“…In the process of modeling, it is possible to exclude options that do not allow obtaining the optimal structure or parameters of the designed machine. To carry out this stage, it is necessary to have information about the range of values of the design parameters of the roller, the main of which is the operating weight. …”
Get full text

The Acoustic Cue of Fear: Investigation of Acoustic Parameters of Speech Containing Fear by Turgut ÖZSEVEN

“…An emotion does not cause changes on all acoustic parameters. Rather, the acoustic parameters affected by emotion vary depending on the emotion type. …”
Get full text

A Robust Ensemble Approach for Crop Recommendation Based on Environmental Parameters by Rinayat Bharti S., Dharaskar Bhagyashri

“…This paper presents a robust ensemble machine learning framework for crop recommendation that integrates the predictive strengths of Random Forest, K-Nearest Neighbors, and Naïve Bayes classifiers. …”
Get full text

Effect of Structural Parameters on the Vibration of Slewing Bearing Under External Loading by Peng Zhou, Qian Wang, Wen Li, Zinan Wang, Jiacan Xu, Siqi Niu

“…As the main bearing component of the tunnel boring machine (TBM), the three-row roller slewing bearing is required to withstand a heavy load and overturning moment in the tunnelling process. …”
Get full text

Automated Monitoring of Human Physiological Parameters While Being in Virtual Reality by S. V. Mazur, A. I. Golovaty

Get full text

Prediction of subway shield construction parameters based on multi-layer perceptron by LI Wenqian, WU Yunhuan, WU Jingye, CHEN Zhihuai, XIE Senlin, HU Anfeng

“…Shield construction technology has been widely used in subway construction, and reasonable prediction of shield tunneling parameters is of great practical significance for improving construction safety and reducing operational difficulties.Taking a section of the Hangzhou Airport Express Underpass Tunnel as the engineering background, this study uses the friction angle, cohesion force, compression modulus and heaviness of the soil layer within the diameter of the tunnel as well as the burial depth of the tunnel cover, the preset blade speed and propulsion speed of the shield machine as inputs, and the slurry volume, slurry pressure, soil discharge volume, total thrust force and blade torque during the shield construction as outputs, and establishes a prediction model of shield tunneling parameters based on a multi-layer perceptron.By comparing the predictive performance of the model under different combinations of hyper-parameters on the dataset, a suitable shield construction parameter prediction model is selected for the project.The model predictive effect is verified using the measured data, and the predicted values are consistent with the overall variation pattern of the measured data, with an average error within 20%.The established multi-layer perceptron model provides reasonable predictions with good accuracy and can be applied to predict shield tunneling parameters under the conditions of composite strata.…”
Get full text

Deformation - strength parameters of arteries of the brain in the ii period of mature age by V. N. Nikolenko, O. A. Fomkina

“…The paper describes the average values and variability parameters of the studied biomechanical parameters of arteries. …”
Get full text

Control of Rock Block Fragmentation Based on the Optimization of Shaft Blasting Parameters by Qingxiang Li, Zhanyou Luo, Man Huang, Jiangbo Pan, Guoshu Wang, Yunxin Cheng

“…Oversized rock fragmentation is the main cause for the blockage of the mucking shaft in the raise boring machine (RBM) construction method. The influence degree of blasting parameters on rock fragmentation after blasting is quantified by adopting analytic hierarchy process (AHP). …”
Get full text