Scientific journal
Scientific Review. Technical science
ISSN 2500-0799
ПИ №ФС77-57440

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OPTIMIZATION OF EXPERIMENT ON ENERGY CONSUMPTION: FUZZY APPROACH

Volkov Y.D. 1
1 Ogarev Mordovia State University (MordSU)
The problem of the experiment optimization under conditions of uncertainty is given on the example of technical systems. Two approaches to the determination of uncertainty, probabilistic and fuzzy are presented. The experiment models are analyzed. In the early stages of the experiment, it is advisable to use a fuzzy model of active experiment in the state space. The fuzzification task of the experiment on the base of fuzzy FN-numbers is performed. The arithmetic of FN-numbers is proposed for the mathematical model to handle uncertainty appearing in the measurement (assessment) parameters. The rate of energy prices, which takes into account the full capacity of the experimental setup and the time required to conduct the experiment in the evaluation function of the general form, is given. The search procedure using the evaluation function has the properties of the algorithm of Hart, Nilsson and Raphael, which gives a real benefit in the amount of brute force. As a result, the energy consumption is reduced and the accuracy of the data in all stages of the experiment is monitored.