We establish a theorem concerning the normal forms by examining the newly presented concept of mu- dichotomy. This work establishes the nonresonance condition based on the associated spectrum of this general nonautonomous hyperbolicity. (c) 2024 Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.