During the last years, important research investments have been made by Airbus Group Innovations for the establishment of sustainable Product and Process data interoperability based on open standards. Driven successively by concurrent engineering, collaborative product design in the virtual enterprise or digital behavorial aircraft, it was capitalize through the establishment of a federative interoperability framework. Driven by factory of the future-related research, the dynamic manufacturing network (DMN) concept enriched the framework, which aims at providing agile infrastructure for networked collaborative product development. For such networks, protocols based on open eBusiness product lifecycle management (PLM) standards for exchange and sharing of product and process data between the implied organizations, their processes and the technical enteprise applications supporting these processes are needed This paper presents a new way of combining model-based enterprise platform engineering, model-driven architecture, and system engineering in order to adress the establishment of a sustainable interoperability within DMN. Based on relevant litterature interoperability issues, this paper describes the new approach, which relies on the association of effective existing technologies coupled with research results on the fields of model-driven engineering (MDE), enterprise interoperability, system engineering and PLM. The new approach relies on the concept of digital factory system (DFS) coupled with DMN in order to produce sustainable and agile collaborative infrastructure for manufacturing digital ebusiness ecosystem. The approach is then illustrated through use case coming from the IMAGINE project and an outline is provided on how it will be used and developed further for the assessment of PLM standards and their implementation in the Standard Interoperability PLM project at IRT-Systemx.