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Interpretable PID parameter tuning for control engineering using general dynamic neural networks: An extensive comparison

Fig 5

Chaotic thermal convection loop.

This system is an example for chaotic behaviour. The control task is to maintain a constant flow in the inner torus—the flow is measured at the points A and B. Half of the torus that contains the fluid is surrounded by a heating element, the other half is surrounded by a cooling jacket. The control variable is the heating power, applied on the lower half of the torus.

Fig 5

doi: https://doi.org/10.1371/journal.pone.0243320.g005