In this paper, MASCONTROL, a multiagent system (MAS) for system identification andprocess control, is presented. This MAS implements a selJftuning regulator (STR) scheme. In this work, an Ontology Agent (OA) is included, using DAML+OIL as ontology language. From their experience, the authors consider this architecture highly useful fbr identification and control processes.