The paper addresses the issue of modelling the demand for electricity in residential buildings with the use of artificial neural networks (ANNs). Real data for six houses in Switzerland fitted with measurement meters was used in the research. Their original frequency of 1 Hz (one-second readings) was re-sampled to a frequency of 1/600 Hz. which corresponds to a period of ten minutes. https://allfixelectricales.shop/product-category/dvi-d-digital-video-cable/