Enhanced Dynamic Model of Pneumatic Muscle Actuator with Elman Neural Network

Figure 6

Proposed identification scheme for the estimation of disturbance term using a neural network. In the scheme, is valve control signal vector, is th actuator output variable, is th model output variable, is disturbance term, is disturbance term estimation, is disturbance term estimation error, and is neural network input vector.