Modeling, Analysis and Control of Hydraulic Actuator for Forging

• Main Authors: Lu, Xinjiang (Author, http://id.loc.gov/vocabulary/relators/aut), Huang, Minghui (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Manufactures.; Artificial intelligence.; Control engineering.; Robotics.; Mechatronics.; Electronics.; Microelectronics.; Manufacturing, Machines, Tools, Processes.; Artificial Intelligence.; Control, Robotics, Mechatronics.; Electronics and Microelectronics, Instrumentation.

This book aims to overcome the current shortcomings of modeling, analysis and control approaches, presenting contributions in three major areas: a) Several novel modeling approaches are proposed: a process/shape-decomposition modeling method to help estimate the deformation force, an online probabil...

Table of Contents:

• Part One: Background and Fundamentals
• Introduction
• Literature Survey
• Part Two: Modelling for Forging Load and Processes
• Process/Shape-Decomposition Modeling for Deformation Force
• Online Probabilistic Extreme Learning Machine for Distribution Modeling of Batch Forging Processes
• Multi-level Parameter Identification Approach
• Multi-Experiment-Data Based SVD/NN Modeling Approach
• LS-SVM Modeling Method for a Hydraulic Press Forging Process with Multiple Localized Solutions
• Hybrid Model-Set/Data Online Modeling Approach for Time-Varying Forging
• Part Three: Dynamic Analysis for Forging Processes
• Model-based Dynamic Performance Analysis
• Closed-Loop Dynamic Performance Analysis
• Part Four: Intelligent Control for Complex Forging Processes
• System decomposition based multi-level control
• Intelligent integration control for Time-Varying Forging Process
• Conclusion.