fa و موضوعات مربوط Other Related Subject پژوهشي Research <em>A research was conducted to form an approach to the design and implementation of a multi-agent control system of smart elements for a &ldquo;Smart house&rdquo;. The system was built on the example of three intelligent robots. In the architecture of the system under development, the main part is the subject-independent multi-agent kernel, which includes the following basic components: direct access service, the messaging service, agent class library, agent community, ontology. It was found that the multi-agent approach using ontologies in the framework of this problem significantly exceeds traditional methods in efficiency. The experimental part includes a description of scenarios for organizing the functioning of smart elements in a multi-agent system. This system simulates the adaptive, remote and almost independent functioning of the intelligent objects of the &ldquo;Smart House&rdquo;. The developed scenarios have shown the feasibility of applying this approach for a wide class of objects, such as a &quot;Smart house&quot;.</em> Smart house, Multi-agent system, Smart elements, Ontologies, Intelligent objects. 571 577 http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-1776-1&slc_lang=fa&sid=1 I Shostak 180031947532846006246 180031947532846006246 No Department of Software Engineering, Faculty of Software Engineering and Business, National Aerospace University, “Kharkiv Aviation Institute”, Kharkiv, Ukraine Mariia Danova danovamariya@gmail.com 180031947532846006247 180031947532846006247 Yes Department of Software Engineering, Faculty of Software Engineering and Business, National Aerospace University, “Kharkiv Aviation Institute”, Kharkiv, Ukraine R Melnyk 180031947532846006248 180031947532846006248 No Department of automatic safety systems and electrical Installations, National University of Civil Defence of Ukraine, Kharkiv, Ukraine O Melnyk 180031947532846006249 180031947532846006249 No Department of safety of construction and labor protection, National University of Civil Defence of Ukraine, Kharkiv, Ukraine