Experiments were conducted in the laboratory mobile bed flume and the observations pertaining to discharge, bed width, mean depth of flow, sediment size, temperature, viscosity and stable ripple dune amplitude and wavelength for fine to coarse sand bed material were taken. The data were analysed and some empirical relationships were deduced based on non dimensional analysis for the prediction of bed forms.