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Finite Element Model Updating Using Computational Intelligence Techniques
Applications to Structural Dynamics
Autori
Parametre
- Počet strán
- 268 stránok
- Čas čítania
- 10 hodin
Viac o knihe
FEM updating enhances finite element models to align with measured data, employing both maximum likelihood and Bayesian statistical frameworks. The book explores the application of various computational intelligence techniques, such as neural networks and optimization methods, to streamline the updating process. It emphasizes selecting the most suitable updated FEM, integrating engineering judgment into the models. Through case studies, it validates these approaches and critically examines current practices, highlighting new research opportunities in FEM updating.
Nákup knihy
Finite Element Model Updating Using Computational Intelligence Techniques, Tshilidzi Marwala
- Jazyk
- Rok vydania
- 2010
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- Titul
- Finite Element Model Updating Using Computational Intelligence Techniques
- Podtitul
- Applications to Structural Dynamics
- Jazyk
- anglicky
- Autori
- Tshilidzi Marwala
- Vydavateľ
- Springer London
- Rok vydania
- 2010
- Väzba
- pevná
- Počet strán
- 268
- ISBN13
- 9781849963220
- Anotácia
- FEM updating enhances finite element models to align with measured data, employing both maximum likelihood and Bayesian statistical frameworks. The book explores the application of various computational intelligence techniques, such as neural networks and optimization methods, to streamline the updating process. It emphasizes selecting the most suitable updated FEM, integrating engineering judgment into the models. Through case studies, it validates these approaches and critically examines current practices, highlighting new research opportunities in FEM updating.