Мультиагентная система прогноза состояния рудничной атмосферы

Abstract

The article is considered a centralized multi-agent system prediction of mine atmosphere, consisting of a main agent and a set of subordinate agents, the interaction between them is based on the FIPA-Subscribe Protocol. The basis of the main agent is an ANN of high order, the basis of subordinate agents is ANN NARMA. The proposed approach to the construction of multi-agent systems will increase the accuracy of the forecast of the mine atmosphere characteristic values by 10%, and the probability of the mine atmosphere condition forecast by 7%.