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Browsing Сборник материалов конференции по статьям by Submit Date
Now showing items 1-20 of 48
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Особенности устройств неинвазивной глюкометрии
(БрГТУ, 2024)The existing devices of non-invasive glucometers are considered. The variant of realization of optical glucometer based on sensors BIR-BM1331 and BL-L3522PD with the possibility of saving measurement data on a cloud server is proposed. Thanks to this, the attending physician has the possibility of ...2025-01-08
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О вариантах совершенствования радиолокационных систем
(БрГТУ, 2024)The article examines some developments by a research group comprising university professors, scientists, and engineers, focusing on the advancement of radar technology. Collaborative efforts from specialists in diverse fields enabled them to address the common goal of enhancing the capabilities of ...2025-01-08
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Инструментальные средства для систем управления
(БрГТУ, 2024)To solve the problem of describing the law of functioning of a typical control element, a system of classification of control units by types and subspecies is used. The description of the links uses temporal logic. For each subspecies, the parameters are set in accordance at each time interval. ...2025-01-08
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Полетный контроллер для пусковых установок
(БрГТУ, 2024)Flight controller - an electronic device that controls the flight of an aircraft. The term is applied to unmanned aerial vehicles, including aircraft models. The term autopilot is usually used for manned aircraft. The goal of our work is to develop and create a flight controller model using printed ...2025-01-08
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Средства демонстрации эволюционных методов настройки весовых коэффициентов искусственных нейронных сетей
(БрГТУ, 2024)The problems of developing neurocontrollers for controlling dynamic objects are described, including the complexity of generating training data sets. It is indicated that one of the known methods of training an artificial neural network to control an autonomous driving agent is the neuroevolutionary ...2025-01-08
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Цифровой инжиниринг и виртуальный эксперимент: от идеи до работающего решения
(БрГТУ, 2024)Digital engineering and modeling technologies offer significant opportunities for optimizing production processes through virtual simulations. This article explores the application of digital twins in industrial settings, highlighting their role in improving efficiency, reducing operational costs, and ...2025-01-08
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Подход к разработке средств анализа для биоинформатики
(БрГТУ, 2024)As a formal model, we choose the basic elements of mathematical statistics, the prerequisites of the least squares method. The quality of the regression equation is analyzed in the following areas: checking the statistical significance of the coefficients of the regression equation, checking the overall ...2025-01-08
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Моделирование и визуализация данных учебных планов образовательных программ
(БрГТУ, 2024)The paper discusses an approach to analyzing the curricula of educational programs of higher education in the context of current federal state educational standards. Based on the competency-based approach, a model for representing the curriculum in the form of a mixed graph is proposed. This approach ...2025-01-08
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Методы машинного обучения для распознавания потенциальных антропогенных угроз в системах «умного» города
(БрГТУ, 2024)In this article the description of the problem of recognizing potential anthropogenic threats is given. The methods used to recognize potential anthropogenic threats are analyzed.2025-01-08
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Разработка методики сбора и анализа телеметрических данных грузового автомобиля
(БрГТУ, 2024)A method for collecting and analyzing data from standard and additional sensors, as well as the truck CAN bus, was developed, on the basis of which a method for intelligent data analysis was created and tested at an operating transport company. The result of the method is an analytical assessment of ...2025-01-08
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Перспективы развития бортовых встроенных систем сельскохозяйственной техники
(БрГТУ, 2024)The onboard embedded systems of agricultural machinery manufactured by JSC Tsvetotron are considered: an information management system, a multifunctional terminal, an on-board information management system, a preservative application system, a universal mass control system for the components of the ...2025-01-08
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Выявление аномалии во временных рядах финансовой сферы
(БрГТУ, 2024)Time series data is a valuable resource for analyzing various processes but can be challenging to work with due to the presence of anomalies. Autoencoder neural networks offer an effective solution for detecting these outliers by compressing and reconstructing data, identifying deviations. This approach ...2025-01-08
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Применение метода матриц переноса для расчетов гетероструктур InGaAs/AlGaAs/GaAs
(БрГТУ, 2024)The method of transfer matrices for calculating optical properties of InGaAs/AlGaAs/GaAs heterostructures with different number of quantum wells is considered. The maximum optical confinement factor depending on the number of quantum wells and thicknesses of waveguide layers are calculated.2025-01-08
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Моделирование исходно открытого гетеропереходного полевого транзистора на основе нитрида галлия
(БрГТУ, 2024)AlGaN ternary alloys with a band gap of 3.4 to 6.2 eV are promising materials for the construction of various electronic devices: diodes, transistors, lasers, microwave circuits. Replacing silicon with GaN allows several times to increase the operating temperature, the cutoff frequency, and to reduce ...2025-01-08
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Анализ классических и нейросетевых методов обнаружения дыма на видеоизображениях
(БрГТУ, 2024)The paper reviews existing methods for detecting smoke in video images, taking into account accuracy and performance. Smoke images and their sequences have visual features: specific brightness and color characteristics, indefinite shape, directed low-speed movement, reduction in the energy of ...2025-01-08
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Экспериментальный выбор гиперпараметров сверточной нейронной сети DenseNet-121 для реидентификации людей по изображениям
(БрГТУ, 2024)Hyperparameter choice is one of the key methods to improve accuracy for people re-identification. For this task, we used a two-stage approach. Our methodology allowed us to find among many possible values the most effective combination for batch size, learning rate and number of epochs of CNNs training ...2025-01-08
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Линейное сглаживание эмпирической функции вероятности для малых выборок данных
(БрГТУ, 2024)The main advantage of nonparametric statistics, including ordinal (rank) statistics, is their independence both from the parameters and from the type of distribution of the random variable. The proposed two methods for estimating the empirical distribution function, based on order statistics: a reliable ...2025-01-08
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Подход к оптимизации выкладки товаров с использованием искусственного интеллекта
(БрГТУ, 2024)An innovative approach to optimizing product placement in retail using artificial intelligence is proposed. The method is based on the application of the LLaMA 3 family Large Language Model for analyzing and interpreting regulatory documents, as well as optimization algorithms for creating effective ...2025-01-08
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Применение интеллектуальных технологий для оценки эффективности использования матричных двумерных кодов при автоматизации управления основными средствами
(БрГТУ, 2024)The study identified the types of defects that have the greatest impact on the accuracy and efficiency of fixed assets when using different methods. Certain parameters made it possible to establish the impact of errors and the costs of correcting them, which confirmed the economic feasibility of using ...2025-01-08
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Оценка точности моделирования тепловых процессов при увеличении количества конечных элементов в исследуемой области
(БрГТУ, 2024)The finite element method (FEM) is a vital tool in the engineering field, enabling detailed temperature distribution analysis in complex systems like processor radiators. This study highlights the process and methodology of FEM, emphasizing its flexibility and precision in modeling intricate geometries ...2025-01-08