Pilot lines are indispensable within this ecosystem, providing a versatile platform for the development, validation, and optimization of the innovative methods and tools discussed herein. They serve as a testbed for the methods outlined in this paper, offering the necessary data to implement tools like model-based control strategies and ML-driven techniques.