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基于决策树的神经网络预测水泥熟料强度 被引量:1
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作者 潘宝娟 《计算机应用与软件》 CSCD 2009年第8期225-227,267,共4页
测定水泥熟料强度的传统方法是实测水泥预制品在第3天与第28天的强度。为了简化并加快熟料强度的预测,设计了基于决策树的神经网络系统。该系统由两部分组成,先利用决策树确定水泥品种,再利用该种水泥样品的数据对神经网络进行训练。实... 测定水泥熟料强度的传统方法是实测水泥预制品在第3天与第28天的强度。为了简化并加快熟料强度的预测,设计了基于决策树的神经网络系统。该系统由两部分组成,先利用决策树确定水泥品种,再利用该种水泥样品的数据对神经网络进行训练。实验证明,经过训练的神经网络可以快速、准确地预测熟料的抗压、抗折强度。 展开更多
关键词 抗压强度/抗折强度 决策树 人工神经网络 网络训练
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Mechanical properties of pervious cement concrete 被引量:7
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作者 陈瑜 王科进 梁地 《Journal of Central South University》 SCIE EI CAS 2012年第11期3329-3334,共6页
Compressive and flexural strength,fracture energy,as well as fatigue property of pervious cement concrete with either supplementary cementitious materials (SCMs) or polymer intensified,were analyzed.Test results show ... Compressive and flexural strength,fracture energy,as well as fatigue property of pervious cement concrete with either supplementary cementitious materials (SCMs) or polymer intensified,were analyzed.Test results show that the strength development of SCM-modified pervious concrete (SPC) differs from that of polymer-intensified pervious concrete (PPC),and porosity has little effect on their strength growth.PPC has higher flexural strength and remarkably higher flexural-to-compressive strength ratio than SPC at the same porosity level.Results from fracture test of pervious concrete mixes with porosity around 19.5% show that the fracture energy increases with increasing the dosage of polymer,reflecting the ductile damage features rather than brittleness.PPC displays far longer fatigue life than SPC for any given failure probability and at any stress level.It is proved that two-parameter Weibull probability function describes the flexural fatigue of pervious concrete. 展开更多
关键词 pervious concrete STRENGTH FRACTURE fatigue life
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