The Vishwamitra Ashram was located in Tapovan and also known as Siddaashram. The entire area of Tapovan is considered to be Siddhaashram as there is no standing ashram at this location.
(Ref: Valmiki Ramayana 1/29 full chapter Manas 1/209 doha & 1/209/1, 2, 3).