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基于AI图像分析的铸造原砂粒度粒形检测法
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作者 李贝贝 郭树人 +5 位作者 曹华堂 刘鑫旺 董选普 张宇辉 钟飞升 吴执成 《铸造》 CAS 2024年第4期520-526,共7页
铸造原砂的粒形和粒度分布是原砂生产和使用过程中的重要衡量指标。针对筛分法存在的测量效率和测量误差问题,本文提出一种基于人工智能(Artificial Intelligence:AI)图像分析的铸造原砂粒度粒形测试方法,即采用工业相机采集原砂图像,通... 铸造原砂的粒形和粒度分布是原砂生产和使用过程中的重要衡量指标。针对筛分法存在的测量效率和测量误差问题,本文提出一种基于人工智能(Artificial Intelligence:AI)图像分析的铸造原砂粒度粒形测试方法,即采用工业相机采集原砂图像,通过AI图像处理技术对图像进行实例分割,然后对图像进行特征提取,统计出原砂的粒度分布和粒形分布。研究结果表明:基于AI技术的BlendMask实例分割模型能有效地分离粘连砂粒;采用圆形度、形状因子和方形度三个特征参数对原砂粒形进行K-means聚类,能够准确分析砂粒的粒形特征;采用等效椭圆法、面积占比等效质量占比法,可准确测得烘焙砂、烘干砂和宝珠砂三种铸造原砂的粒度分布,满足行业精度要求。 展开更多
关键词 铸造原砂 粒度分布 粒形 图像法 实例分割 深度学习
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铸造浇注系统敏捷数字化设计及其案例研究
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作者 向东 董选普 +2 位作者 郭树人 周楚昊 曹华堂 《铸造》 CAS 北大核心 2023年第7期877-883,共7页
针对铸造工艺设计阶段的迭代效率问题提出了浇注系统敏捷数字化设计方法。采用数据库开发技术,将工艺设计过程中的数据和经验通过数字化形式进行转换、构建和存储形成数字化资产,有机融合到了工艺结构分析和浇注系统设计实践中。研究了... 针对铸造工艺设计阶段的迭代效率问题提出了浇注系统敏捷数字化设计方法。采用数据库开发技术,将工艺设计过程中的数据和经验通过数字化形式进行转换、构建和存储形成数字化资产,有机融合到了工艺结构分析和浇注系统设计实践中。研究了上下文设计、参数化设计、智能化推荐、实时验证一体化的快速设计模式,形成了流程、方法、工具和信息统一的敏捷数字化设计框架,提高了浇注系统设计效率,加速提高铸造企业研发领域数字化转型能力。本文的设计思想和系统的实践方法能够有效的指导和扩展到其他铸造工艺设计中,为实现完整、高效、易用的铸造工艺数字化、智能化设计系统提供指导。 展开更多
关键词 工艺迭代 敏捷设计 智能推荐 上下文设计 浇注系统
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基于增材制造工艺的机械臂三轴座V法成形 被引量:3
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作者 左春林 董选普 林少凯 《铸造》 CAS 北大核心 2020年第2期191-195,共5页
通过熔融沉积成形工艺打印了铝合金机械臂三轴座造型外模模样,通过3DP(三维快速印刷成形)工艺打印了机械臂三轴座铸型砂芯。分析了造型外模模具的尺寸精度与表面粗糙度、砂芯的强度等工艺参数。将造型外模模具与砂芯用于V法造型铝合金... 通过熔融沉积成形工艺打印了铝合金机械臂三轴座造型外模模样,通过3DP(三维快速印刷成形)工艺打印了机械臂三轴座铸型砂芯。分析了造型外模模具的尺寸精度与表面粗糙度、砂芯的强度等工艺参数。将造型外模模具与砂芯用于V法造型铝合金浇注。结果表明:机械臂三轴座造型外模模具线收缩为0.301%,体积收缩率为1.121%,铸型砂芯24 h抗拉强度为1.424 MPa,机械臂三轴座铸件线收缩为0.342%,体积收缩率为1.253%,表面粗糙度为3.314μm,满足铸件质量要求。 展开更多
关键词 熔融沉积成形 3DP V法造型 机械臂三轴座
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An improved sodium silicate binder modified by ultra-fine powder materials 被引量:5
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作者 WANG Ji-na FAN Zi-tian +2 位作者 WANG Hua-fang dong xuan-pu HUANG Nai-yu 《China Foundry》 SCIE CAS 2007年第1期26-30,共5页
This paper presents a new method of modifying sodium silicate binder with ultra-fine powders. The sodium silicate binder modified by ultra-fine powder A and the organic B can reduce the addition amount of the binder. ... This paper presents a new method of modifying sodium silicate binder with ultra-fine powders. The sodium silicate binder modified by ultra-fine powder A and the organic B can reduce the addition amount of the binder. The results indicate that the 24 h strength has increased by 39.9% at room temperature and the residual strength has decreased by 30.7% at 800℃, compared to the conventional sodium silicate. An available material to improve the moisture resistance was also found by adding about 2% more inorganic C, and it can increase the moist strength by 20%. In the end, the microanalyses are given to explain the modifying machanism, i. e., the ultra-fine powder A can refine the sodium silicate binder to avoid holes in the binder bond, which can increase the 24 h strength at room temperture, and can lead to more cracks in the bond after the molding sand is heated to 800℃. This is because of the stress caused by the new eutectic complex of modified sodium silicate binder. 展开更多
关键词 sodium silicate binder modification ultra-fine powder materials bonding strength moisture resistance COLLAPSIBILITY
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Principles and practice of low pressure-expendable pattern casting process for magnesium alloys 被引量:1
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作者 LI Ji-qiang FAN Zi-tian +3 位作者 WU He-bao dong xuan-pu ZHANG Da-fu HUANG Nai-yu 《China Foundry》 SCIE CAS 2006年第4期293-296,共4页
A newly developed low-pressure expendable pattern casting (LP-EPC) process was introduced and its basic principles or effect factors were further analyzed. According to theoretical calculation and experimental results... A newly developed low-pressure expendable pattern casting (LP-EPC) process was introduced and its basic principles or effect factors were further analyzed. According to theoretical calculation and experimental results, the major casting parameters that are of great and critical importance on the process include pressure and flux of filling gas, decomposition characteristic and density of foam pattern, thickness and permeability of coating, pouring temperature, vacuum degree and their combination. Most of casting defects can be effectively avoided by choosing the suitable parameters. The success achieved in pouring motor housing and exhaust manifold castings demonstrates the advantages of LP-EPC process in the production of high-complicated castings with high dimension accuracy. 展开更多
关键词 MAGNESIUM alloys vacuum SUCKING CASTING LOW-PRESSURE CASTING expendable pattern CASTING
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