Indeed. I’ve been doing this for years with a cheap Dell in the observatory. My PC death rate is around one death every 2-3 years but I keep a disk image so replacement is dead easy. Windows RDP is certainly secure enough to use on an internal network. I wouldn’t expose it directly to the internet though unless your network firewall can restrict access to particular IPs.
British Astronomical Association
Supporting amateur astronomers since 1890