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Modeling, Analysis and Control of Hydraulic Actuator for Forging by Xinjiang Lu
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Located in: Fairfield, Ohio, United States
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eBay item number:386711301028
Item specifics
- Condition
- ISBN-13
- 9789811354342
- Type
- NA
- Publication Name
- NA
- ISBN
- 9789811354342
- Publication Year
- 2019
- Format
- Trade Paperback
- Language
- English
- Book Title
- Modeling, Analysis and Control of Hydraulic Actuator for Forging
- Item Length
- 9.3in
- Publisher
- Springer
- Genre
- Technology & Engineering, Computers
- Topic
- Hydraulics, Intelligence (Ai) & Semantics, Manufacturing, Metallurgy, Electrical
- Item Width
- 6.1in
- Item Weight
- 16 Oz
- Number of Pages
- X, 228 Pages
About this product
Product Information
This book describes load modeling approaches for complex work pieces and batch forgings, and demonstrates analytical modeling and data-driven modeling approaches for known and unknown complex forging processes. It overcomes the current shortcomings of modeling, analysis and control approaches, presenting contributions in three major areas: In the first, several novel modeling approaches are proposed: a process/shape-decomposition modeling method to help estimate the deformation force; an online probabilistic learning machine for the modeling of batch forging processes; and several data-driven identification and modeling approaches for unknown forging processes under different work conditions. The second area develops model-based dynamic analysis methods to derive the conditions of stability and creep. Lastly, several novel intelligent control methods are proposed for complex forging processes. One of the most serious problems in forging forming involves the inaccurate forging conditions, velocity and position offered by the hydraulic actuator due to the complexity of both the deformation process of the metal work piece and the motion process of the hydraulic actuator. The book summarizes the current weaknesses of modeling, analysis and control approaches. are summarized as follows: a) With the current modeling approaches it is difficult to model complex forging processes with unknown parameters, as they only model the dynamics in local working areas but do not effectively model unknown nonlinear systems across multiple working areas; further, they do not take the batch forging process into account, let alone its distribution modeling. b) All previous dynamic analysis studies simplify the forging system to having a single-frequency pressure fluctuation and neglect the influences of non-linear load force. Further, they fail to take the flow equation in both valves and cylinders into account. c) Conventional control approaches only consider the linear deformation force and pay no attention to sudden changes and the motion synchronization for the multi-cylinder system, making them less effective for complex, nonlinear time-varying forging processes subject to sudden changes.
Product Identifiers
Publisher
Springer
ISBN-10
9811354340
ISBN-13
9789811354342
eBay Product ID (ePID)
21038577453
Product Key Features
Book Title
Modeling, Analysis and Control of Hydraulic Actuator for Forging
Format
Trade Paperback
Language
English
Topic
Hydraulics, Intelligence (Ai) & Semantics, Manufacturing, Metallurgy, Electrical
Publication Year
2019
Genre
Technology & Engineering, Computers
Number of Pages
X, 228 Pages
Dimensions
Item Length
9.3in
Item Width
6.1in
Item Weight
16 Oz
Additional Product Features
Number of Volumes
1 Vol.
Lc Classification Number
Ts1-2301
Table of Content
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.
Copyright Date
2018
Illustrated
Yes
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eBay item number:386711301028
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