Reducing Losses by Decreasing Zero-Sequence Currents in Residential and Commercial Buildings

Reducing of electricity losses in electrical installations of buildings is an important task for large cities. The purpose of this work is to search for new methods for reducing losses by decreasing zero-sequence currents based on a data from electrical digital monitoring system. In this paper, a method is proposed for searching for the optimal distribution of single-phase loads across phased based on the analysis of data about currents of loads using machine learning methods. The efficiently of the proposed algorithm is shown on a mathematical model of the building's electrical installation. Using this method with digital electricity meters system can significantly reduce electricity losses.