Integration of direct energy deposition systems with an optimized process planning algorithm

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Tao Zhao , Zhaoyang Yan , Haihua Liu , Bin Zhang , Rui Pan , Jun Xiao , Fan Jiang , Shujun Chen
{"title":"Integration of direct energy deposition systems with an optimized process planning algorithm","authors":"Tao Zhao ,&nbsp;Zhaoyang Yan ,&nbsp;Haihua Liu ,&nbsp;Bin Zhang ,&nbsp;Rui Pan ,&nbsp;Jun Xiao ,&nbsp;Fan Jiang ,&nbsp;Shujun Chen","doi":"10.1016/j.jii.2025.100875","DOIUrl":null,"url":null,"abstract":"<div><div>Directed Energy Deposition (DED) has gained significant interest from the industrial sectors due to its ability to fabricate medium-to-large scale parts with high productivity and low capital investment. Within DED technologies, DED-Arc stands out as a promising method for practical industrial applications. However, the process planning presents challenges for developing an automated system suitable for industrial use. When preparing large, complex, and multi-feature parts, inappropriate trajectory and process strategies can often result in issues such as poor molding accuracy, lengthy manufacturing cycles, and significant material waste. Overall, there is currently no integrated process planning software for DED that can effectively improve manufacturing efficiency. Knowledge from many disciplines, such as computer science, material engineering, mechanical engineering, and industrial system engineering, is advantageous to develop such a process planning system. The system integrates optimal process parameters with a global path planning methodology, enabling the unified manufacturing of complex components through the synchronization of process, trajectory, parameters, and structure via integrated printing equipment. This paper proposes a composite path that integrates the advantages of the contour offset path and zigzag path, and optimizes the overlap distance through experiments and overlap models to achieve gap-free printing with multiple passes in a single deposition layer. By establishing a geometric model of deposition forming, the influence of multi-layer, multi-pass edge collapse (material shortage regions) on the geometric fidelity of parts is analyzed, and a constraint-compensation path planning method is proposed. Compared with the traditional method, the material utilization rate of the proposed method increases from 80 % to 95.6 %. This significant increase in material utilization rate indicates that the constraint-compensation forming control method is an effective way to reduce material waste and improve the overall efficiency and quality of the additive manufacturing process. This is critical in the development of high-quality, complex parts that require precise and accurate deposition of material layers.</div></div>","PeriodicalId":55975,"journal":{"name":"Journal of Industrial Information Integration","volume":"46 ","pages":"Article 100875"},"PeriodicalIF":10.4000,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Industrial Information Integration","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2452414X25000986","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

Directed Energy Deposition (DED) has gained significant interest from the industrial sectors due to its ability to fabricate medium-to-large scale parts with high productivity and low capital investment. Within DED technologies, DED-Arc stands out as a promising method for practical industrial applications. However, the process planning presents challenges for developing an automated system suitable for industrial use. When preparing large, complex, and multi-feature parts, inappropriate trajectory and process strategies can often result in issues such as poor molding accuracy, lengthy manufacturing cycles, and significant material waste. Overall, there is currently no integrated process planning software for DED that can effectively improve manufacturing efficiency. Knowledge from many disciplines, such as computer science, material engineering, mechanical engineering, and industrial system engineering, is advantageous to develop such a process planning system. The system integrates optimal process parameters with a global path planning methodology, enabling the unified manufacturing of complex components through the synchronization of process, trajectory, parameters, and structure via integrated printing equipment. This paper proposes a composite path that integrates the advantages of the contour offset path and zigzag path, and optimizes the overlap distance through experiments and overlap models to achieve gap-free printing with multiple passes in a single deposition layer. By establishing a geometric model of deposition forming, the influence of multi-layer, multi-pass edge collapse (material shortage regions) on the geometric fidelity of parts is analyzed, and a constraint-compensation path planning method is proposed. Compared with the traditional method, the material utilization rate of the proposed method increases from 80 % to 95.6 %. This significant increase in material utilization rate indicates that the constraint-compensation forming control method is an effective way to reduce material waste and improve the overall efficiency and quality of the additive manufacturing process. This is critical in the development of high-quality, complex parts that require precise and accurate deposition of material layers.
集成直接能量沉积系统与优化的工艺规划算法
定向能沉积(DED)由于能够以高生产率和低资本投资制造中大型零件而引起了工业部门的极大兴趣。在DED技术中,DED- arc作为一种有前途的实际工业应用方法脱颖而出。然而,工艺规划为开发适合工业使用的自动化系统提出了挑战。在制备大型、复杂和多特征零件时,不适当的轨迹和工艺策略通常会导致诸如成型精度差、制造周期长和大量材料浪费等问题。总体而言,目前还没有针对DED的集成工艺规划软件能够有效地提高制造效率。来自许多学科的知识,如计算机科学、材料工程、机械工程和工业系统工程,有利于开发这样的工艺规划系统。该系统将最佳工艺参数与全局路径规划方法集成在一起,通过集成打印设备实现工艺、轨迹、参数和结构的同步,从而实现复杂部件的统一制造。本文提出了一种综合轮廓偏移路径和之字形路径优点的复合路径,通过实验和重叠模型优化重叠距离,实现单层多道次无间隙印刷。通过建立沉积成形几何模型,分析了多层、多道次边缘塌陷(缺料区)对零件几何保真度的影响,提出了一种约束补偿路径规划方法。与传统方法相比,该方法的材料利用率由80%提高到95.6%。材料利用率的显著提高表明,约束补偿成形控制方法是减少材料浪费、提高增材制造工艺整体效率和质量的有效途径。这对于需要精确和准确沉积材料层的高质量复杂部件的开发至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Industrial Information Integration
Journal of Industrial Information Integration Decision Sciences-Information Systems and Management
CiteScore
22.30
自引率
13.40%
发文量
100
期刊介绍: The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信