Modeling, Analysis and Control of Hydraulic Actuator for Forging

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...

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Bibliographische Detailangaben
1. Verfasser: Lu, Xinjiang (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Singapore : Springer Singapore , 2018.
Ausgabe:1st ed. 2018.
Schlagworte:
Manufactures.
Artificial intelligence.
Control engineering.
Robotics.
Mechatronics.
Electronics.
Microelectronics.
ISBN:9789811055836
Online-Zugang: Volltext
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Inhaltsangabe:
  • 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.

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