Reliability analysis;
structural engineering;
convex model;
support vector machines;
limit state function;
RESPONSE-SURFACE APPROACH;
NEURAL-NETWORK;
PREDICTION;
PARAMETERS;
D O I:
10.1177/1748006X17710817
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
In this article, a novel approach, that is, convex model method of set theory, is proposed to investigate the non-probabilistic reliability of bridge crane. Considering the metal structure system of the bridge crane, the finite element method is applied to obtain the stress response of the structure dangerous point. Then, the sample of stress response of the structure danger point and uncertain parameters are obtained. Finally, based on support vector machines, the structure implicit regression function of the system is replaced by explicit expression that calculates the non-probabilistic reliability of the structure. Results show that this approach is useful and efficient to solve the problem of non-probabilistic reliability in the metal structure.
机构:
Guangzhou City Univ Technol, Sch Automobile & Traff Engn, Guangzhou 510800, Peoples R ChinaSouth China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R China
Huang, Xiaoting
Shangguan, Wen-Bin
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机构:
South China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R ChinaSouth China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R China
机构:
Univ Tun Hussein Onn Malaysia, Fac Sci Comp & Informat Technol, Batu Pahat 86400, Johor, Malaysia
State Islamic Univ Sultan Syarif Kasim, Dept Math, Fac Sci & Technol, Pekanbaru 29294, Riau, IndonesiaUniv Tun Hussein Onn Malaysia, Fac Sci Comp & Informat Technol, Batu Pahat 86400, Johor, Malaysia
Efendi, Riswan
Deris, Mustafa Mat
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h-index: 0
机构:
Univ Tun Hussein Onn Malaysia, Fac Sci Comp & Informat Technol, Batu Pahat 86400, Johor, MalaysiaUniv Tun Hussein Onn Malaysia, Fac Sci Comp & Informat Technol, Batu Pahat 86400, Johor, Malaysia