This paper proposes a voltage-controlled memristor and constructs its simulation circuit by series-parallel connections with other electronic components. Based on it, a nonlinear system is designed and comprehensively analyzed. And it is found that the system has two Lyapunov exponents greater than zero and the sum of all Lyapunov exponents is approximately zero. This indicates that the system is a conservative hyperchaotic system. Phase diagrams, Lyapunov exponents, Poincare maps, power spectrums, etc. are used to analyze the complex dynamics of the system. Surprisingly, a type of quasiperiod-hyperchaos switching and an infinite number of coexistence attractors are explored. And the Multisim circuit is constructed. simulation of the system verifies the correctness of the theoretical analysis.