An Intelligent System for Engine Tribological Design
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Table of contents
- Cover
- Contentsxi
- Chapter 1. Engine Tribological Design Methodology and Intelligent System1
- 1.1 A brief introduction to tribological design1
- 1.2 Tribological design of an internal combustion engine8
- 1.3 An investigation into tribological design methodology for engine13
- 1.4 Knowledge models for ICAD system20
- 1.5 Characteristics of the three types of knowledge models32
- 1.6 Summary32
- Chapter 2. General consideration of Tribological design of an engine37
- 2.1 Tribological design for the bearing system of an engine37
- 2.2 Tribological design for the piston assembly of an engine60
- 2.3 Tribological design for the valve system of an engine78
- Chapter 3. A Symbol Model-based Intelligent System and its Implementation95
- 3.1 Introduction to the implementation of an intelligent system95
- 3.2 Architecture of an intelligent system for engine tribological design96
- 3.3 Symbol models in engine tribological design99
- 3.4 Working principles of the ICADETD system104
- 3.5 Implementation of the ICADETD system108
- 3.6 A case study of the intelligent design of a valve train system113
- 3.7 Summary115
- Chapter 4. The Artificial Neural Network Model and its Application in ICADEDT117
- 4.1 Introduction to the artificial neural network model117
- 4.2 BP net and its correlative variables119
- 4.3 ANN model in the ICADETD system123
- 4.4 Analysis of the trained ANN model for piston assembly and its results129
- 4.5 Summary
- Chapter 5. Gene Model-based Comprehensive Decisions for Tribological Design135
- 5.1 Non–normal design Problem and comprehensive decision–making135
- 5.2 Evolutionary design and gene models138
- 5.3 A knowledge-embedded evolutionary design method140
- 5.4 Constraints in the tribological design of an internal combustion engine149
- 5.5 Objective function and design sample evaluation154
- 5.6 Application to a bearing system and its results156
- 5.7 Summary162
- Chapter 6. A Hierarchical Cooperative Evolutionary Design for Engines165
- 6.1 Introduction to the design synthesis of subsystems and the entire engine165
- 6.2 Granularity of a complicated system168
- 6.3 A hierarchical cooperative evolutionary design model for an engine170
- 6.4 Parameter cooperative mechanism in the hierarchical system172
- 6.5 Mathematical models of the hierarchical cooperative evolutionary design174
- 6.6 Hierarchical cooperative evolutionary design for an engine and its results180
- 6.7 Summary189
- Appendix A191
- Subject Index195
The internal combustion is widely used as a power source in engineering. As the demands placed upon engines have increased, tribology has come to play an increasingly important role in their development.
This book is a creative combination of intelligent design technology and the tribological design of engines: engine tribology, information science, artificial intelligence, non numerical algorithms, modern design technology and dynamics to propose new methodology and technology for tribological engine design. It not only presents an effective approach to l engine design but also explores a new pattern for research and l design methodology.
· An essential reference for the design of more effective and efficient engines
· Proposes new techniques for tribological engine design
· Combines advanced design technologies with traditional tribological design methods
This book is a creative combination of intelligent design technology and the tribological design of engines: engine tribology, information science, artificial intelligence, non numerical algorithms, modern design technology and dynamics to propose new methodology and technology for tribological engine design. It not only presents an effective approach to l engine design but also explores a new pattern for research and l design methodology.
· An essential reference for the design of more effective and efficient engines
· Proposes new techniques for tribological engine design
· Combines advanced design technologies with traditional tribological design methods