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SHEAR STRENGTH OF REINFORCED CONCRETE COLUMN BASED ON THE BAYESIAN THEORY

机译:基于贝叶斯理论的钢筋混凝土柱抗剪强度

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That the concrete code of structure design of shear capacity for column is gained through simi-emperical and semi theoretical,however,due to the limited test data and concrete structure of its own characteristics,standardize formula can not cover all the columns of shear calculations,so the thought of dynamic information updates based on Bayesian approach was introduced in paper.A Bayesian prior model is proposed based on epistemic information from the empirical formula.Two types of the information,the epistemic information and the experimental information,are synthesized by Bayesian approach and inferred to update the prior model.And the unvaried probabilistic model for shear capacities of reinforced concrete column is constructed and the unknown model parameter is estimated.Then modify the models and construct the new one.Though the values of the prior model,posterior model and experimental are calculated and compared,advantages of Bayesian dynamic information updates can be seen.The approach inherits the completeness of the prior model and the accuracy of number of experimental data information,so it can more accurately predict and verify shear strength of concrete column.
机译:通过半经验和半理论获得了混凝土柱抗剪承载力结构设计的具体规范,但是由于有限的试验数据和混凝土结构自身的特点,标准化公式无法涵盖所有​​的抗剪强度计算公式,为此,本文提出了基于贝叶斯方法的动态信息更新思想。基于经验公式,从认知信息出发,提出了一种贝叶斯先验模型。贝叶斯方法综合了两种信息,即认知信息和实验信息。构造了钢筋混凝土柱抗剪承载力的不变概率模型,并估计了未知的模型参数。然后修改了模型并构造了新模型。计算和比较实验和实验,可以看到贝叶斯动态信息更新的优点。该方法继承了现有模型的完备性和实验数据信息的准确性,可以更准确地预测和验证混凝土柱的抗剪强度。

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