DocumentCode
2552340
Title
Back analysis of thermal field of concrete and its application based on niche genetic algorithms
Author
Chen Shou-kai ; Zhu Yue-ming ; Wei, Shuai
Author_Institution
Coll. of Water Conservancy & Hydropower Eng., Hohai Univ., Nanjing, China
fYear
2010
fDate
16-18 April 2010
Firstpage
403
Lastpage
407
Abstract
An improved form of basic genetic algorithm: Niche genetic algorithm which is based on sharing function is designed. It is aiming at the premature problem of basic genetic algorithm that existed in the back analysis of parameters of concrete thermal field. According to the measured temperature of concrete of rock anchor beam during construction period, its program composition is used to carry out the back analysis of thermal parameters, and to obtain the reasonable thermal parameters of concrete by comparing the calculation temperature with the measured temperature. With these thermal parameters, the 3D FEM is adopted to simulate the thermal field and stresses field of concrete constructed subsequently, so that the methods of temperature control and crack prevention are accepted to direct the following construction. The result shows that the higher efficiency of niche genetic algorithms compared with basic genetic algorithms.
Keywords
anchors; beams (structures); concrete; construction; cracks; finite element analysis; genetic algorithms; rocks; stress analysis; temperature control; temperature measurement; 3D FEM; back analysis; concrete thermal field; construction period; crack prevention; niche genetic algorithms; program composition; rock anchor beam; sharing function; stresses field; temperature control; temperature measurement; thermal field simulation; thermal parameters; Algorithm design and analysis; Concrete; Cost function; Design engineering; Educational institutions; Feedback; Genetic algorithms; Temperature measurement; Thermal engineering; Thermal stresses; GA; back analysis; concrete; feedback; niche; sharing function; stress; temperature;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Management and Engineering (ICIME), 2010 The 2nd IEEE International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-5263-7
Electronic_ISBN
978-1-4244-5265-1
Type
conf
DOI
10.1109/ICIME.2010.5478000
Filename
5478000
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