Abstract: Pneumatic control valve plays a crucial role in the industrial control system. This paper proposes a hybrid neural network model for predicting the remaining useful life (RUL) of pneumatic ...

Abstract: Soft actuators are increasingly valued for their adaptability to unknown environments and their inherent safety in human–robot interactions. As the scope of soft actuators broadens, there is ...