It sounds like you have an inadequate service and more loads on one leg. Has any thing new been added in the house?

A house is powered by a transformer from the Power Company that steps down 13,000 Volts to 240 Volts with a tap in the centre of the windings to give you 120 Volt to ground/neutral.