• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于田口-多属性决策混合方法的316L不锈钢粉末金属注射成型工艺优化及工艺参数影响分析

Optimization of the Metal Injection Molding Process with 3l6L Stainless Steel Powder and Influence Analysis of Process Parameters Using the Taguchi-MADM-Based Hybrid Method.

作者信息

Ri Ryong Hui, Yang Won-Chol

机构信息

Faculty of Materials Science and Technology, Kim Chaek University of Technology, Pyongyang 999093, Democratic People's Republic of Korea.

出版信息

ACS Omega. 2024 Dec 19;10(1):985-994. doi: 10.1021/acsomega.4c08201. eCollection 2025 Jan 14.

DOI:10.1021/acsomega.4c08201
PMID:39829544
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11739968/
Abstract

Metal injection molding (MIM) is an advanced manufacturing technology for producing complex metal parts with precise dimensions. Multiattribute decision making (MADM) can convert multiple quality attributes into a single overall quality score (OQS). To improve multiple quality attributes of the MIM compacts, a reasonable multiobjective optimization method should be applied. This paper proposes a Taguchi-MADM-based hybrid optimization method of the MIM process. It consists of the following main steps: (1) designing the experiment using a Taguchi orthogonal array, (2) conducting the experiment and measuring multiple quality attributes at each experimental trial, (3) calculating the OQS values at every experimental trial using some popular MADM methods, (4) selecting the best suitable MADM method from among some MADMs, and (5) determining optimal MIM process parameters to maximize the OQS obtained from the selected MADM using the Taguchi method. By using this method, this work determines the optimal MIM process parameters (injection pressure, injection temperature, powder loading, mold temperature, holding pressure, and injection speed) for improving multiple quality attributes (flexural strength, density, and surface appearance) of the MIM compacts with 3l6L stainless steel powder. The proposed method could be actively applied to many practical multiple quality attribute optimization problems in the manufacturing industry.

摘要

金属注射成型(MIM)是一种用于生产具有精确尺寸的复杂金属零件的先进制造技术。多属性决策(MADM)可以将多个质量属性转换为单个总体质量得分(OQS)。为了提高MIM压坯的多个质量属性,应应用合理的多目标优化方法。本文提出了一种基于田口方法 - 多属性决策的MIM工艺混合优化方法。它包括以下主要步骤:(1)使用田口正交阵列设计实验;(2)进行实验并在每个实验试验中测量多个质量属性;(3)使用一些常用的多属性决策方法计算每个实验试验的总体质量得分值;(4)从一些多属性决策方法中选择最合适的方法;(5)使用田口方法确定最佳的MIM工艺参数,以最大化从所选多属性决策方法获得的总体质量得分。通过使用这种方法,本研究确定了用于改善316L不锈钢粉末MIM压坯的多个质量属性(弯曲强度、密度和表面外观)的最佳MIM工艺参数(注射压力、注射温度、粉末装载量、模具温度、保压压力和注射速度)。所提出的方法可以积极应用于制造业中许多实际的多质量属性优化问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9172/11739968/7b31b02fb02e/ao4c08201_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9172/11739968/487ab171ce6e/ao4c08201_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9172/11739968/7b31b02fb02e/ao4c08201_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9172/11739968/487ab171ce6e/ao4c08201_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9172/11739968/7b31b02fb02e/ao4c08201_0002.jpg

相似文献

1
Optimization of the Metal Injection Molding Process with 3l6L Stainless Steel Powder and Influence Analysis of Process Parameters Using the Taguchi-MADM-Based Hybrid Method.基于田口-多属性决策混合方法的316L不锈钢粉末金属注射成型工艺优化及工艺参数影响分析
ACS Omega. 2024 Dec 19;10(1):985-994. doi: 10.1021/acsomega.4c08201. eCollection 2025 Jan 14.
2
Processing Optimization for Metal Injection Molding of Orthodontic Braces Considering Powder Concentration Distribution of Feedstock.考虑原料粉末浓度分布的正畸矫治器金属注射成型工艺优化
Polymers (Basel). 2020 Nov 10;12(11):2635. doi: 10.3390/polym12112635.
3
Hybrid Taguchi-Gray Relation Analysis Method for Design of Metal Powder Injection-Molded Artificial Knee Joints with Optimal Powder Concentration and Volume Shrinkage.用于设计具有最佳粉末浓度和体积收缩率的金属粉末注射成型人工膝关节的混合田口-灰色关联分析方法
Polymers (Basel). 2021 Mar 11;13(6):865. doi: 10.3390/polym13060865.
4
Optimization of Metal Injection Molding Processing Conditions for Reducing Black Lines and Meld Lines in Bone Plates.优化金属注射成型工艺条件以减少骨板中的黑线和熔合线
Polymers (Basel). 2024 Nov 22;16(23):3241. doi: 10.3390/polym16233241.
5
Development of Metal Plate with Internal Structure Utilizing the Metal Injection Molding (MIM) Process.利用金属注射成型(MIM)工艺开发具有内部结构的金属板。
Materials (Basel). 2013 Dec 12;6(12):5878-5892. doi: 10.3390/ma6125878.
6
Development of a Rapid Tool for Metal Injection Molding Using Aluminum-Filled Epoxy Resins.使用铝填充环氧树脂开发用于金属注射成型的快速工具。
Polymers (Basel). 2023 Aug 23;15(17):3513. doi: 10.3390/polym15173513.
7
Optimization of Injection-Molding Process for Thin-Walled Polypropylene Part Using Artificial Neural Network and Taguchi Techniques.基于人工神经网络和田口方法的薄壁聚丙烯制品注射成型工艺优化
Polymers (Basel). 2021 Nov 28;13(23):4158. doi: 10.3390/polym13234158.
8
Optimization of Injection Molding Parameters for HDPE/TiO₂ Nanocomposites Fabrication with Multiple Performance Characteristics Using the Taguchi Method and Grey Relational Analysis.使用田口方法和灰色关联分析对具有多种性能特征的HDPE/TiO₂纳米复合材料注塑成型参数进行优化
Materials (Basel). 2016 Aug 22;9(8):710. doi: 10.3390/ma9080710.
9
Multi-Objective Optimization of Injection Molding Process Parameters for Junction Boxes Based on BP Neural Network and NSGA-II Algorithm.基于BP神经网络和NSGA-II算法的接线盒注塑工艺参数多目标优化
Materials (Basel). 2025 Jan 27;18(3):577. doi: 10.3390/ma18030577.
10
Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering.在计算机辅助工程中运用多目标设计,将田口方法与灰色关联分析相结合用于汽车锁具设计
Polymers (Basel). 2022 Feb 8;14(3):644. doi: 10.3390/polym14030644.

本文引用的文献

1
Advanced Injection Molding Methods: Review.先进注塑成型方法:综述
Materials (Basel). 2023 Aug 24;16(17):5802. doi: 10.3390/ma16175802.
2
Hybrid Taguchi-Gray Relation Analysis Method for Design of Metal Powder Injection-Molded Artificial Knee Joints with Optimal Powder Concentration and Volume Shrinkage.用于设计具有最佳粉末浓度和体积收缩率的金属粉末注射成型人工膝关节的混合田口-灰色关联分析方法
Polymers (Basel). 2021 Mar 11;13(6):865. doi: 10.3390/polym13060865.