... methods use sensors with low sensitivity, low accuracy and large volume. Therefore, the purpose of this paper is to propose a deformation reconstruction and compensation model based on the combination of fiber Bragg grating and multilayer perceptron (FBG-MLP). Design/methodology/approach At first...