What are the challenges of implementing AI in polygeneration control?

One of the major challenges of implementing artificial intelligence (AI) in polygeneration control is the complexity and interdependence of the various systems involved. Polygeneration refers to the simultaneous production of multiple forms of energy, such as electricity, heat, and cooling, using different sources. Each component of the polygeneration system has its own requirements and constraints, and they all need to work in harmony for efficient and sustainable operation. Developing AI algorithms that can optimize the operation and control of such a complex system, taking into account multiple objectives, dynamic conditions, and uncertainties, is a significant challenge. Additionally, the integration of AI with existing control systems and the need for accurate data acquisition and processing pose further challenges in implementing AI in polygeneration control.

This mind map was published on 26 October 2023 and has been viewed 88 times.