《最佳化策略及其熱能工程套用》是2016年出版的圖書，作者是李振哲、申允德、李峰勛、成泰洪、玄東吉 。
基本介紹
- 中文名：最佳化策略及其熱能工程套用
- 作者：李振哲 申允德 李峰勛 成泰洪 玄東吉
- 出版社：復旦大學出版社
- ISBN：9787309121841
內容簡介,圖書目錄,
內容簡介
本書以車用燃料電池系統、車用蓄電池散熱系統、熱處理用真空爐、熱成形加熱系統為套用對象，系統地闡明最佳化模型、全局最佳化、多目標最佳化策略，並進行了不同方法之間的比較研究。首先，介紹基於解析解、分析資料庫、回響面法、最小二乘法等理論的最佳化模型，探討提高最佳化效率的途徑。然後，說明基於遺傳算法、梯度法和實驗設計法、遺傳算法和梯度法的全局最佳化策略，討論得到全局最佳化結果的可靠有效方法。最後，闡述基於線性加權法、理想點法、寬容序列法的多目標最佳化策略，揭示多目標最佳化策略的實質。本書將為最佳化工程實際問題提供堅實的理論基礎。
圖書目錄
Contents
Introduction to research team
Preface
Nomenclature
Greek symbols
Subscripts
1.Introduction
1.1Research background
1.2Design process
1.3Optimization algorithm
1.4Classification of optimization problem
2.Modeling strategies for optimization
2.1Modeling strategy based on finite concept
2.1.1Introduction to research field
2.1.2Analysis model
2.1.3Development of analysis code suitable for preheating process
2.1.3.1Radiative heat transfer
2.1.3.2Convective heat transfer
2.1.3.3Conductive heat transfer
2.1.4Steady optimization for heater power distribution
2.1.5Summary
2.2Modeling strategy based on design of experiments
2.2.1Introduction to research field
2.2.2Numerical model and analysis conditions
2.2.3Comparison of cases having porous material or not
2.2.4Optimization strategy
2.2.4.1Concept of Doptimal design
2.2.4.2Optimization using DOE method
2.2.5Summary
2.3Modeling strategy based on analysis database
2.3.1Introduction to research field
2.3.2System setup and experimental method
2.3.3Design of baseline vacuum furnace
2.3.3.1Definition of shape
2.3.3.2Comparison of cases nearly vacuum or argon gas
2.3.4Construction of thermal analysis database
2.3.4.1Thermal analysis of vacuum furnace
2.3.4.2Calculation of thermal conductivity
2.3.4.3Thermal analysis database
2.3.5Optimal design strategy
2.3.5.1Classification of problem
2.3.5.2Process using thermal analysis database
2.3.6Optimized results
2.3.6.1Accuracy verification
2.3.6.2Discussion of results
2.3.6.3Feasible optimal design
2.3.7Rebuilding of design method
2.3.8Summary
2.4Modeling strategy based on response surface method
2.4.1Introduction to research field
2.4.2Dynamic model for fuel cell
2.4.2.1Cathode mass flow model
2.4.2.2Anode mass flow model
2.4.2.3Membrane hydration model
2.4.2.4Stack voltage model
2.4.2.5Cathode GDL model
2.4.2.6Anode GDL model
2.4.3Model calibration
2.4.4Optimization design using RSM
2.4.4.1Concept of response surface method
2.4.4.2Construction of response surface
2.4.4.3Optimal design with response surface
2.4.5Summary
2.5Modeling strategy based on analytic method
2.5.1Optimization using analytic method
2.5.1.11-d analytic solution
2.5.1.2Optimal strategy and results
2.5.2Optimization using finite difference method
2.5.2.1Classification of problem
2.5.2.2Optimal results and discussion
2.5.3Summary
3.Global optimization strategy
3.1Global optimization strategy based on genetic algorithm
3.1.1Construction of fitting function
3.1.2Discussion of optimization results
3.1.3Summary
3.2Global optimization strategy based on DOE and GBM
3.2.1Model descriptions
3.2.2Time for obtaining steady state
3.2.3Setup of fitting function
3.2.4Global optimization
3.2.5Summary
4.Multi-objective optimal strategy
4.1Multi-objective strategy based on Benson method
4.1.1Parameter study
4.1.2Optimal strategy based on Benson method
4.1.3Summary
4.2Multi-objective strategy based on layered sequence method
4.2.1Construction of fitting function
4.2.2Multi-objective global optimization
4.2.3Summary
4.3Multi-objective strategy based on linear weighted method
4.3.1Construction of response surface
4.3.2Optimal design and discussion
4.3.3Summary
4.4Multi-objective strategy based on ideal point method
4.4.1Optimal heater power distribution
4.4.2Optimal design using ideal point method
4.4.2.1Effect of a damaged heater
4.4.2.2Optimal results and discussion
4.4.3Summary
5.Conclusions
6.Acknowledgements
References
Index
定價： | 38 元 | 頁數： | 117頁 |
ISBN： | 978-7-309-12184-1/T.567 | 字數： | 145千字 |
開本： | 16 開 | 裝幀： | 平裝 |
出版日期： | 2016年5月 | ||
