Elman neural network-based identification of Krasnosel'skii-Pokrovskii model for magnetic shape memory alloys actuator

Magnetic shape memory alloys (MSMA), which are a class of innovative functional materials and possess a large strain and high response frequency, are used as the actuators to be applied widely in high-precision positioning, such as optical alignments, diamond turning machines and scanning probe microscopy.