This paper presents an overview of a solution for maintaining the knowledge on evolution of ontology in time. Firstly, an overview of requirements for the solution is summarized. Then, theoretical background for temporal reasoning is provided. Finally, based on identified requirements and theoretical information, methods for incorporating temporal information into ontology are discussed.