PeTWIN will define a research-based vision and best practices for implementing sustainable, usable and maintainable digital twins for field management. The work addresses the substantial IT challenges posed by digital twins through the application and development of knowledge representation techniques and data analytics. The focus of the project is to build the knowledge and competence needed to build the next generation of digital twins for field digitalization.