Modeling, Analysis and Control of Hydraulic Actuator for Forging by Xinjiang Lu & Minghui Huang

Author:Xinjiang Lu & Minghui Huang
Language: eng
Format: epub
Publisher: Springer Singapore, Singapore

These displacement ranges at different regions were chosen based on the knowledge of the forging processes from users, experts and the Design Environment for Forming (DEFORM), which can accurately simulate the entire forging process. All input/output data from each local region were collected, in which pressure and displacement were the output and input, respectively. The bandwidth of the RBF kernel was set to 1.9, which was chosen to minimize modeling error. The training algorithm is available in the LS-SVMlab v1.8 [32], where the model (5.9) may be accessed. This model was verified by training and testing samples and comparing the results with four common modeling methods.A. Verification with training samples

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