V A Mokhov, D V Shaikhutdinov, T N Kruglova, R G Oganyan and A N Tkachev Platov

South-Russian State Polytechnic University (NPI), 132, Prosveshcheniya, Novocherkassk, 346428, Russia

Abstract

The paper presents the rationale and the problem of forming a probabilistic model of singlephase electricity consumers. To solve the problem, the corresponding mathematical apparatus is stated and the ontology of experiment planning is developed. The applicability of the prepared ontology was demonstrated on a specific example of an open dataset from the Intelligent Systems Subcommittee (ISS) IEEE. At the same time, the authors identified the characteristic modes of energy consumption for a particular residential building and data sets for direct construction of a probabilistic model of singlephase electricity consumers with total data loss caused by filtering less than 10%.