The paper discusses the possibilities and advantages of using augmented and virtual reality to study household appliances and circuitry. The analysis of examples of the application of this technology in education is c...
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Current mobile edge computing (MEC) owns cloud resources at the network edge, which enables low-latency mobile services. In addition to fixed MEC servers, MEC proxy servers with certain mobility and limited computing,...
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This paper discusses the application of the developed mathematical model for controlling the motion of the nonholonomic mobile robot with the differential drive based on the ROBOTIS BIOLOID® STEM KIT for further ...
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Metallurgical production includes many interrelated, complex technological processes, ensuring the flow of which depends on the reliable and stable operation of the power system. The process of operation of electrical...
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The article examines the technologies of industrial revolution 4.0 - augmented reality and virtual reality. A detailed numerical analysis of known examples of the application of these technologies in the form of regis...
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Current interactions of network traffic through cloud data centers have become an important process of network services. Precise and real-time detection and prediction of network traffic can assist system operators in...
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A common problem that occurs in modern production is the presence of electromechanical vibrations, which are a source of reducing the reliability of both an individual mechanism and the entire object as a whole. There...
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Original algorithm for identifying groups of statistically interrelated variables based on Kendall's W statistics is considered. A formal description of the algorithm and assessing of the computational complexity ...
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Single-stand cold rolling mills are units involved in the complex technological process of manufacturing finished products of a metallurgical enterprise. The quality and demand for the finished product directly depend...
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A vehicle engine cooling system is of utmost importance to ensure that the engine operates in a safe temperature *** most radiators that are used to cool an engine,water serves as a cooling *** performance of a radiat...
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A vehicle engine cooling system is of utmost importance to ensure that the engine operates in a safe temperature *** most radiators that are used to cool an engine,water serves as a cooling *** performance of a radiator in terms of heat transmission is significantly influenced by the incorporation of nanoparticles into the cooling *** and uniformity of nanoparticle distribution are the two major factors for the practical use of *** shape and size of nanoparticles also have a great impact on the performance of heat *** researchers are investigating the impact of nanoparticles on heat *** study aims to develop an artificial neural network(ANN)model for predicting the thermal conductivity of an ethylene glycol(EG)/waterbased crystalline nanocellulose(CNC)nanofluid for cooling internal combustion *** implementation of an artificial neural network considering different activation functions in the hidden layer is made to find the bestmodel for the cooling of an engine using the *** of the model with different activation functions in artificial neural networks are analyzed for different nanofluid concentrations and *** artificial neural networks,Levenberg–Marquardt is an optimization approach used with activation functions,including Tansig and Logsig functions in the training *** findings of each training,testing,and validation phase are presented to demonstrate the network that provides the highest level of *** best result was obtained with Tansig,which has a correlation of 0.99903 and an error of 3.7959×10^(–8).It has also been noticed that the Logsig function can also be a good model due to its correlation of 0.99890 and an error of 4.9218×10^(–8).Thus ourANNwith Tansig and Logsig functions demonstrates a high correlation between the actual output and the predicted output.
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