Zixiang Li , Baohua Chang , jiachen Wang , Haoyu Zhang , Zhiyue Liang , Zhenyu Liao , Li Wang , Changmeng Liu , Dong Du
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In this study, we systematically investigated the sensing, controlling, and influential mechanism of the TD value in dual-wire AM technology, and Ti</span><sub>2</sub><span>AlNb was taken as the target alloy owing to its great application prospects in the aerospace field. Specifically, a deposition experiment with different initial TD value was conducted to study the effect on the morphology and composition distribution of the as-printed part. Based on the optimal distance, the related image extraction algorithms and closed-loop control methods are developed. The closed-loop controlled verification experiment on the slope and step substrate, as well as the multi-layer deposition test, were carried out and analyzed. The results indicate that the developed system can control the TD to the desired value with good robustness. In addition, the controlled deposited multi-layer part exhibited good morphology and composition homogenizing in the post-characterization experiment. This study is of great significance for the intelligent and industrial development of dual-wire AM technology.</span></p></div>","PeriodicalId":14011,"journal":{"name":"International Journal of Machine Tools & Manufacture","volume":"195 ","pages":"Article 104114"},"PeriodicalIF":14.0000,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dual-droplet transition control for improving forming quality and composition homogenizing in dual-wire additive manufacturing of Ti2AlNb alloy\",\"authors\":\"Zixiang Li , Baohua Chang , jiachen Wang , Haoyu Zhang , Zhiyue Liang , Zhenyu Liao , Li Wang , Changmeng Liu , Dong Du\",\"doi\":\"10.1016/j.ijmachtools.2023.104114\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p><span><span>Dual-wire additive manufacturing (AM) couples traditional wire-based AM for part fabrication and the molten pool metallurgy for material-preparation with high deposition efficiency and material utilization. However, compared with traditional single-wire </span>AM technology, it has a more complex and sensitive dual-droplet transition distance (TD), which not only affects the forming quality but also the metallurgical quality. Therefore, it is necessary and urgent to monitor and control its TD value online. In this study, we systematically investigated the sensing, controlling, and influential mechanism of the TD value in dual-wire AM technology, and Ti</span><sub>2</sub><span>AlNb was taken as the target alloy owing to its great application prospects in the aerospace field. Specifically, a deposition experiment with different initial TD value was conducted to study the effect on the morphology and composition distribution of the as-printed part. Based on the optimal distance, the related image extraction algorithms and closed-loop control methods are developed. The closed-loop controlled verification experiment on the slope and step substrate, as well as the multi-layer deposition test, were carried out and analyzed. The results indicate that the developed system can control the TD to the desired value with good robustness. In addition, the controlled deposited multi-layer part exhibited good morphology and composition homogenizing in the post-characterization experiment. This study is of great significance for the intelligent and industrial development of dual-wire AM technology.</span></p></div>\",\"PeriodicalId\":14011,\"journal\":{\"name\":\"International Journal of Machine Tools & Manufacture\",\"volume\":\"195 \",\"pages\":\"Article 104114\"},\"PeriodicalIF\":14.0000,\"publicationDate\":\"2023-12-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Machine Tools & Manufacture\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0890695523001220\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MANUFACTURING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Machine Tools & Manufacture","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0890695523001220","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 0
摘要
双线增材制造(AM)将用于零件制造的传统线材增材制造技术和用于材料制备的熔池冶金技术结合在一起,具有较高的沉积效率和材料利用率。然而,与传统的单线增材制造技术相比,双线增材制造技术的双滴过渡距离(TD)更为复杂和敏感,不仅会影响成型质量,还会影响冶金质量。因此,对其 TD 值进行在线监测和控制十分必要和迫切。本研究系统研究了双线 AM 技术中 TD 值的传感、控制和影响机理,并以在航空航天领域具有广阔应用前景的 Ti2AlNb 为目标合金。具体而言,通过不同初始 TD 值的沉积实验,研究了其对打印件形貌和成分分布的影响。在最优距离的基础上,开发了相关的图像提取算法和闭环控制方法。在斜面和阶梯基底上进行了闭环控制验证实验,并进行了多层沉积试验和分析。结果表明,所开发的系统能以良好的鲁棒性将 TD 控制到所需值。此外,受控沉积的多层部件在后期表征实验中表现出良好的形貌和成分均匀性。这项研究对双线 AM 技术的智能化和工业化发展具有重要意义。
Dual-droplet transition control for improving forming quality and composition homogenizing in dual-wire additive manufacturing of Ti2AlNb alloy
Dual-wire additive manufacturing (AM) couples traditional wire-based AM for part fabrication and the molten pool metallurgy for material-preparation with high deposition efficiency and material utilization. However, compared with traditional single-wire AM technology, it has a more complex and sensitive dual-droplet transition distance (TD), which not only affects the forming quality but also the metallurgical quality. Therefore, it is necessary and urgent to monitor and control its TD value online. In this study, we systematically investigated the sensing, controlling, and influential mechanism of the TD value in dual-wire AM technology, and Ti2AlNb was taken as the target alloy owing to its great application prospects in the aerospace field. Specifically, a deposition experiment with different initial TD value was conducted to study the effect on the morphology and composition distribution of the as-printed part. Based on the optimal distance, the related image extraction algorithms and closed-loop control methods are developed. The closed-loop controlled verification experiment on the slope and step substrate, as well as the multi-layer deposition test, were carried out and analyzed. The results indicate that the developed system can control the TD to the desired value with good robustness. In addition, the controlled deposited multi-layer part exhibited good morphology and composition homogenizing in the post-characterization experiment. This study is of great significance for the intelligent and industrial development of dual-wire AM technology.
期刊介绍:
The International Journal of Machine Tools and Manufacture is dedicated to advancing scientific comprehension of the fundamental mechanics involved in processes and machines utilized in the manufacturing of engineering components. While the primary focus is on metals, the journal also explores applications in composites, ceramics, and other structural or functional materials. The coverage includes a diverse range of topics:
- Essential mechanics of processes involving material removal, accretion, and deformation, encompassing solid, semi-solid, or particulate forms.
- Significant scientific advancements in existing or new processes and machines.
- In-depth characterization of workpiece materials (structure/surfaces) through advanced techniques (e.g., SEM, EDS, TEM, EBSD, AES, Raman spectroscopy) to unveil new phenomenological aspects governing manufacturing processes.
- Tool design, utilization, and comprehensive studies of failure mechanisms.
- Innovative concepts of machine tools, fixtures, and tool holders supported by modeling and demonstrations relevant to manufacturing processes within the journal's scope.
- Novel scientific contributions exploring interactions between the machine tool, control system, software design, and processes.
- Studies elucidating specific mechanisms governing niche processes (e.g., ultra-high precision, nano/atomic level manufacturing with either mechanical or non-mechanical "tools").
- Innovative approaches, underpinned by thorough scientific analysis, addressing emerging or breakthrough processes (e.g., bio-inspired manufacturing) and/or applications (e.g., ultra-high precision optics).