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Prediction on Carbon/Carbon Composites Ablative Performance by Artificial Neutral Net

Guanghui BAI , Songhe MENG , Boming ZHANG , Yang LIU

材料科学技术(英文)

A preliminary estimation of ablation property for carbon-carbon composites by artificial neutral net (ANN) method was presented. It was found that the carbon-carbon composites' density, degree of graphitization and the sort of matrix are the key controlling factors for its ablative performance. Then, a brief fuzzy mathematical relationship was established between these factors and ablative performance. Through experiments, the performance of the ANN was evaluated, which was used in the ablative performance prediction of C/C composites. When the training set, the structure and the training parameter of the net change, the best match ratio of these parameters was achieved. Based on the match ratio, this paper forecasts and evaluates the carbon-carbon ablation performance. Through experiences, the ablative performance prediction of carbon-carbon using ANN can achieve the line ablation rate, which satisfies the need of precision of practical engineering fields.

关键词: Carbon-carbon material , null , null , null

Effects of Cure Pressure Induced Voids on the Mechanical Strength of Carbon/Epoxy Laminates

Ling LIU , Boming ZHANG , Zhanjun WU , Dianfu WANG

材料科学技术(英文)

This work aims at designing a set of curing pressure routes to produce laminates with various void contents. The effects of various consolidation pressures resulting in different void contents on mechanical strength of carbon/epoxy laminates have been examined. Characterization of the voids, in terms of void volume fraction, void distribution, size, and shape, was performed by standard test, ultrasonic inspection and metallographic analysis. The interlaminar shear strength was measured by the short-beam method. An empirical model was used to predict the strength vs porosity. The predicted strengths conform well with the experimental data and voids were found to be uniformly distributed throughout the laminate.

关键词: Carbon/epoxy laminates , null , null , null

A New Method to Track Resin Flow Fronts in Mold Filling Simulation of RTM Process

Fuhong DAI , Shanyi DU , Boming ZHANG , Dianfu WAN

材料科学技术(英文)

A new method to track resin flow fronts, referred to as the topological interpolated method (TIM), which is based on filling states and topological relations of adjacent nodes was proposed. An experiment on the mould filling process was conducted. It was compared with exact solutions and the experimental results, and good agreements were observed. Numerical and experimental comparisons with the conventional contour method were also carried out, and it showed that TIM could enhance the local accuracy of flow front solutions with respect to the contour method when merging flow fronts and resin approaching the mold wall were involved.

关键词: Flow front , null , null

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