When one wish to properly engineer dynamically evolving System of Systems (SoS) it is important to have tools that enable the different stakeholders to understand the consequences of diverse design decisions. Instead of merely using natural text and/or graphical diagrams we propose to make use of slight improvements to existing technology from the formal methods area to enable simulation of a model of the SoS. Here, we present how an extension of the tool support for the VDM Real Time (VDM-RT) technology enabling dynamic reconfiguration can form the basis for properly validating evolving SoS.