It is not recommended to change the project file path if some paths referenced by the project are relative.
Indeed, in such situation most of directories and files referenced by the project are relative to the FilePath.
When the file path is changed, the event IProject.IProject.SettingsChanged is triggered with the flag ProjectSettings.ProjectSettings.FilePath activated.

Reference

IProjectProperties Interface
IProjectProperties Members