分类: 信息科学与系统科学 >> 控制科学与技术 分类: 计算机科学 >> 计算机应用技术 提交时间: 2022-04-20
摘要: Process industry is the pillar industry of national economy, particularly, the process of producing magnesia by fused magnesia furnace system is a typical category of process industry. Due to the complex smelting mechanism and changing production factors, abnormal working conditions often occur in fused magnesia furnace. The semi-molten condition is the most typical and harmful abnormal condition. In this paper, an adaptive pretraining-inference-dynamic training-validation semantic segmentation method based on industrial video is proposed for dynamic prediction of semi-molten condition of multiple fused magnesium furnaces. The experimental results show that compared with the prediction model without adaptive learning, the prediction performance of the adaptive learning model in this paper for multiple fused magnesium melting processes is significantly improved.
分类: 材料科学 >> 材料科学(综合) 提交时间: 2016-11-04 合作期刊: 《金属学报》
摘要: 通过对一种新型镍基耐蚀合金(X-2#)手工氩弧焊接接头拉伸性能和硬度的测试,并结合OM,SEM和EDS等技术系统研究了焊接接头的组织和性能。结果表明,X-2#合金焊接接头焊缝区为铸态组织,熔合区从基体到焊缝金属组织过渡良好,热影响区没有晶粒明显粗化现象,母材晶粒度为5级有利于接头的焊接。新合金焊缝区的维氏硬度值小于基体,但焊缝重熔区的维氏硬度值由于等轴晶数量增多而变大。合金中W和Mo等固溶强化元素及Al和Ti沉淀强化元素使X-2#合金焊接接头具有较好的高温强度及热稳定性。合金焊接接头室温与高温下的抗拉强度均低于母材,焊接系数η大于88%,焊缝区为接头最薄弱环节,拉伸断口均为韧性断口,断裂机制为正断与剪切断的混合断裂。