We present dynamical wormholes in higher dimensions which admit flat emergent universe (EU) model in an elegant way. The EU model was proposed to get rid of some of the problems of the Big Bang cosmology. It is free from initial singularity with other observed features of the universe. The basic assumption of EU model was that the present universe emerged out from a static Einstein universe. In the paper we study EU model in four and in higher dimensions and proposed that the EU originates from a dynamical wormhole and the throat of the wormhole is the seed of the Einstein Static universe. The shape function obtained here admits closed, open and flat universe in higher dimensions. A class of new cosmological solutions in a higher dimensional flat universe is obtained. We obtain shape functions for flat, asymptotic closed and open universe.The shape function obtained here for asymptotic closed universe is new. It is found that flat EU with a non-linear equation of state (EoS) can be accommodated with dynamical wormhole. The non-linear EoS corresponds to three types of fluids in the universe. The EoS parameter is playing an important role in determining the cosmic fluids. The space-time dimensions determines the rate of change of a particular fluid that varies with the scale factor of a dynamically evolving universe with non-interacting fluids. Considering interaction at time t > t0, among the three types of fluids it is possible to describe the observed universe satisfactorily. In a higher dimensional universe it is found that near the throat null energy condition (NEC) is violated, but away from the throat NEC is found to obey admitting the observed universe for a flat case. Another interesting aspect of the EU model is that it permits late accelerating phase. However, in asymptotic closed or open universe, flat emergent universe can be accommodated with NEC which is obeyed right from the throat to the present epoch. The tension at the throat of the wormhole is estimated which is found to depend on the initial size of the Einstein static universe and dimensions of the universe. It is interesting to note that NEC is not violated to accommodate dynamical wormholes for closed or open universe. Although exotic matter is required at the throat for the flat universe, no exotic matter is required for closed or open universe which encompass the emergent universe.