This paper proposes a novel architecture of a multi-agent system and its formal specification for analyzing and adaptively correcting students' learning trajectories using software agents in digital learning environments. The proposed approach integrates artificial intelligence tools, tem- poral logic, and a multi-agent system architecture to ensure personalized adaptation of educational content.
Objective. The aim of the study was to test the technology for detecting changes in agricultural landscapes using Sentinel-2 satellite imagery and Google Earth Engine (GEE) tools on the example of the Zhovkva Territorial Community in Lviv region. The main objective was to identify land cover changes over the period 2017–2024 and determine their scale and trends. The study was conducted considering the need for land use monitoring and land cover dynamics, which are important for sustainable rural development. Methods.
The impact of hazardous substances on working conditions in the energy sector, where in addition to physical microclimate indicators there is thermal radiation, gas emissions, vapors, metal dust, and radioactive materials, leads to risks to air quality in industrial premises. A decrease in air quality can result in the deterioration of workers health and the development of chronic diseases. This work demonstrates the need for a comprehensive approach to monitoring air quality in the working area of industrial premises with installed electrical distribution devices.
The article describes the process and results of developing a model for assessing the risk and causes of extinction of rare fauna species in the reserves of the western part of Ukraine, considering specific environmental conditions of the region. An information model of the system has been developed, which includes the collection of data from GPS devices and mapping resources to create an interactive map with population indicators.
The article is devoted to the development of an automated care system for indoor plants based on the use of an Arduino microcontroller and IoT technologies. The system contains soil moisture, temperature, and light sensors that monitor the main environmental parameters for effective plant care. The structural and schematic diagrams and algorithm of the system were developed. A prototype of the system was implemented. The prototype of the system was tested in real conditions, which confirmed the correctness of the decisions made, as well as the efficiency and usability of the system.
Noise pollution is a significant environmental and social problem for rail transport and urban areas. This paper describes an approach to noise monitoring based on the integration of artificial intelligence (AI) and machine learning (ML) into acoustic data collection and analysis systems. The SVAN 958A spectral analyzer was used as the measuring equipment, which allows obtaining accurate noise data in real time.
In today’s environment, domestic enterprises are increasingly aware of the importance of transitioning to green energy. In this direction, organisations are considering emission standards, using energy-efficient technologies, considering environmental aspects of production, etc. Businesses that reduce their carbon footprint are generally more likely to attract investment. They are also more socially oriented and balanced in terms of sustainable development.
The article proposes the structure of a SCADA system for monitoring and control of oil production facilities that are distributed over a large area. The main emphasis is on the selection of technology that will enable effective monitoring of the equipment of each oil well. Factors such as reliability, ease of use, availability of protection against third-party interference, as well as availability and accessibility of an open-source software code were taken into account. After reviewing the most common software platforms, a system based on Prometheus and Grafana was selected.
Розглянуто проблему побутових відходів та засади національного регулювання поводження з відходами. Проаналізовано системи роздільного управління відходами.
The problem of waste and the principles of national regulation of radioactive waste.
Analyzed the system of separate waste management.
Запропоновано методи вирішення задач моніторингу та обслуговування клієнтів у ресторанному бізнесі. Ці задачі реалізовано та вирішено в інтелектуальній системі моніторингу та обслуговування клієнтів.
This article is devoted to the solving tasks of monitoring and service of customers in restaurant business. These tasks are realized and decided in the intellectual system of monitoring and service of customers.