They usually follow the established patterns.
Wuppertal ("Wupper dale/dal/valley"), Karl-Marx-Stadt ("Karl Marx city", name for Chemnitz during the DDR era), Wilhelmshaven ("William's haven/harbour", referring to King William I of Prussia).