A novel combination belief rule base model for mechanical equipment fault diagnosis

Due to the excellent performance in complex systems modeling under small samples and uncertainty, Belief Rule Base(BRB) expert system has been widely applied in fault diagnosis. However, the fault diagnosis process for complex mechanical equipment normally needs multiple attributes, which can lead to the rule number explosion problem in BRB, and limit the efficiency and accuracy. To solve this problem, a novel Combination Belief Rule Base(C-BRB) model based on Directed Acyclic Graph(DAG) structu...     

TiB2颗粒对2195铝锂合金焊接头焊接性的影响

为了解决2195铝锂合金在焊接时裂纹敏感性高、焊接头软化等问题,通过调整焊丝的化学成分,添加微米级原位自生TiB_2颗粒,制备出BJ-4210焊丝,并对焊接头的抗裂性、力学性能及显微组织进行了研究。研究表明,TiB_2颗粒在熔池中作为形核质点,能够降低焊缝晶粒尺寸并且改变晶粒形态,从而有效的降低接头的裂纹敏感性,提高接头的力学性能,其拉伸强度达到370 MPa,延伸率为3.1%。BJ-4210焊丝的研制可为2195铝锂合金的工程应用提供技术支撑。     

2195铝锂合金钨极氩弧焊接工艺研究

针对2195铝锂合金在焊接时裂纹敏感性高、气孔敏感性高、易氧化等问题，开展氩弧焊接工艺研究，对焊接头的抗裂性、力学性能及显微组织进行了分析。研究表明，提高焊缝金属中的Cu含量，可以有效降低2195铝锂合金熔焊接头的裂纹敏感性，裂纹率K₁=0%,K₂=0%。2195铝锂合金单面双层焊接接头力学性能最佳，抗拉强度超过376 MPa，延伸率达到5.5%。提高焊接试板的清理深度可以解决焊接气孔敏感性高的问题，增加氩气拖后保护及背保护措施可以有效防止焊接氧化问题。熔焊工艺研究可为2195铝锂合金的工程应用提供技术支撑。     

深空极低温服役环境下材料力学/物理性能低成本快速评价方法研究进展

随着我国空间探测卫星、深空探测飞行器等国家战略装备的快速发展,宇航材料的服役环境越来越苛刻,常常面临极端低温的考验。然而低温下材料的力学/物理性能和常温相比有很大差异,极低温使役环境下材料力学/物理性能评价成为人们关注的重点问题。本文着重对基于力-热能量密度等效原理而发展的深空极低温服役环境下材料屈服强度、弹性模量、理想拉伸强度、硬度等力学性能的低成本快速评价方法研究进展进行了总结和回顾;同时,介绍了力-热能量密度等效原理在低温下半导体材料的带隙能、折射率、拉曼频移,金属材料磁晶各向异性常数等物理性能的低成本快速评价方面的推广应用情况。该评价方法为实现地面实时监测在轨航天器中关键材料的主要力学/物理性能提供了有效途径,为国家高端技术装备建设中关键材料的设计、可靠性评价和实时性能监测等提供重要的手段。     

Non-isothermal creep age forming of Al-Cu-Li alloy: Experiment and modelling

Non-isothermal Creep Age Forming (CAF), including loading, heating, holding, cooling and springback stages, is an advanced forming technique for manufacturing high performance large integral panels at short production period and low cost. However, the creep deformation and aging precipitation during heating stage is often neglected in experiments and modeling, leading to low forming precision. To achieve shape forming and property tailoring simultaneously, a deep understanding of the non-isothermal creep aging behavior and the establishment of predictive models are urgently required. A new five-stage creep feature of Al-Cu-Li alloy during the non-isothermal creep aging is observed. The microstructural interactions between the dislocations, solute atoms, Guinier Preston zones (GP zones) and T₁ precipitates are found to dominate the five-stage creep aging behavior. The physical-based model considering temperature evolution history is established to describe the five-stage creep feature. The springback and yield strength of non-isothermal creep age formed plates with different thicknesses are predicted and compared by non-isothermal CAF experiments and corresponding simulations. The CAF experiments show that the springback and yield strength of the non-isothermal creep age formed plate are 62.1% and 506 MPa, respectively. Simulation results are in good agreement with experimental results. The proposed model broadens the application of traditional CAF models that mainly focus on isothermal conditions.