On the base of Qi system, a novel hyper-chaotic system is obtained by adding a linear feedback control. By analyzing the equilibrium, the system has rich and complex dynamical behaviors. Although this new system has only one equilibrium, it is four-wing hyper-chaotic attractor. The system is also verified to have a four-wing hyper-chaotic attractor by Lyapunov exponents, bifurcation diagrams, poincaré map, and numerical simulations. In addition, the system undergoes Hopf bifurcation when parameter f varies, and the theoretical analysis is verified by numerical simulation.