This article explains the efficiency of using a heating element in a photovoltaic module. A comparative characteristic of the types of heating elements was carried out. As a result of the comparative characteristics, the most efficient type of heating element was selected.

The article reveals the concept of the "Internet of things", describes the possibilities of using this technology in dispatching pipe leaks in apartment buildings using sensors, describes the necessary sensors and their functionality to achieve remote transmission of information to the dispatcher's control panel, and also provides examples of the interaction of BIM and IoT technologies.

The paper describes a methodology for developing software for room layout using VR technologies. The choice of methodology was made in favor of feature-based development (FDD), which provides a structured, iterative and scalable approach to creating software products. The key stages of development are considered, including analysis, design, development, testing and feedback collection.

The article examines the problems associated with the dependence of a person in all spheres of his activity on information protection. Problems related to dependence on information technology, and how it affects information security. Possible ways to improve the cybersecurity of an organization.

This article explores the concept, working principles, and potential harms of SQL injections while focusing on a variety of effective methods to prevent such attacks. These strategies enhance system protection against SQL injection and improve overall security.

The aim of this paper is to propose a concept of system that encourages a car driver to drive as responsibly and safely as possible. The proposed concept can be used as a framework to develop a research project aimed to improve road safety by improving the behavior of road users.

This study examines RFID technology for user identification, focusing on its efficiency, accuracy, and security compared to traditional methods. Through empirical analysis and simulations, RFID demonstrates advantages in speed and reliability but faces challenges like data privacy and signal interference. Findings suggest that with enhanced encryption, access controls, and ...

The experience of modifying the basic course of algorithms and programming for schoolchildren is presented, based on the original course designed for the first level of higher education of the computer science and radio electronics profile. The presentation peculiarities for the basic constructions, data abstractions, and basic algorithms in Pyton language used for levelling of ...

Heart disease poses a significant risk to global health, and accurate prediction of this risk is critical to public health. This study leverages the Kaggle heart disease dataset, employs machine learning models to predict heart disease risk, and introduces sequence analysis to minimize sample collection while maintaining accuracy. Of the four models, linear regression, Bayesian ...

This study aims to compare the performance of four machine learning models in the Boston housing price prediction task, and explore whether GAN data augmentation can improve the prediction performance of the model. Experimental results indicate that on the original data set, The CatBoost model demonstrated superior predictive performance, with an MSE of 4.76, RMSE of 2.18, MAE ...