基于层次分析法(AHP)的喷墨印刷装备自主可控评价方法研究

李龙宇, 朱强, 刘浩红, 武淑琴, 王仪明

包装工程(技术栏目) ›› 2026, Vol. 47 ›› Issue (7) : 167-177.

PDF(1588 KB)
PDF(1588 KB)
包装工程(技术栏目) ›› 2026, Vol. 47 ›› Issue (7) : 167-177. DOI: 10.19554/j.cnki.1001-3563.2026.07.020
自动化与智能化技术

基于层次分析法(AHP)的喷墨印刷装备自主可控评价方法研究

  • 李龙宇1, 朱强2,*, 刘浩红3, 武淑琴3, 王仪明3
作者信息 +

An AHP-based Evaluation Method for the Autonomy and Controllability of Inkjet Printing Equipment

  • LI Longyu1, ZHU Qiang2,*, LIU Haohong3, WU Shuqin3, WANG Yiming3
Author information +
文章历史 +

摘要

目的 针对传统国产化率计算方法在评价喷墨印刷装备自主可控水平时存在的局限性,提出一种更全面、客观的综合评价方法,以准确反映装备的自主可控程度。方法 基于层次分析法(AHP)构建包含目标层、准则层和方案层的层次结构模型,结合喷墨印刷装备的功能模块划分与零部件分类,零部件功能重要性、技术关键性等因素,通过专家打分构建判断矩阵,计算各零部件权重,并进行一致性检验,最终以加权方式综合数量国产化率和价值国产化率,形成综合权重国产化率指标。结果 某型喷墨印刷装备的国产化率评价中,传统方法计算的数量国产化率为99.14%,价值国产化率为86.58%,而基于AHP的综合国产化率为76.95%。结果表明,方法能更准确地反映喷墨头等核心零部件对整体自主可控水平的影响程度,有效避免了因数量指标虚高导致的评价失真。结论 本文提出的基于AHP的综合权重国产化率评价方法相较于传统方法能够更准确地衡量喷墨印刷装备的自主可控水平。研究成果有助于识别喷头等核心部件在整机自主可控中的重要程度,为后续技术攻关和资源配置提供决策依据,推动喷墨印刷装备制造行业的产业安全,并可作为用户选型的依据之一。

Abstract

To address the limitations of traditional localization rate calculation methods in assessing the autonomy and controllability of inkjet printing equipment, the work aims to propose a more comprehensive and objective integrated evaluation method to accurately characterize the autonomy and controllability of the equipment. Based on the Analytic Hierarchy Process (AHP), a hierarchical structure model comprising objective, criterion, and alternative layers was constructed. By incorporating multidimensional evaluation indicators such as functional importance, technical criticality, judgment matrices were developed through expert scoring to determine component weights, followed by consistency checks. Finally, the quantity-based and value-based localization rates using a weighted approach were integrated to form a comprehensive weighted localization rate indicator. In a case study of a specific inkjet printing equipment model, the traditional method yielded a quantity localization rate of 99.14% and a value localization rate of 86.58%, whereas the AHP-based comprehensive localization rate was 76.95%. The results demonstrated that the improved method more accurately reflected the significant impact of core components, such as printheads, on overall autonomy and controllability, effectively mitigating the overestimation caused by an inflated quantity indicator. The proposed AHP-based comprehensive weighted localization rate evaluation method provides a more objective measure of autonomy and controllability for inkjet printing equipment. The research findings help identify the importance of core components such as printheads in the overall autonomy and controllability of the equipment, provide a decision-making basis for subsequent technological breakthroughs and resource allocation, promote industrial security in the inkjet printing equipment manufacturing industry, and can also serve as one of the references for user selection.

关键词

层次分析法(AHP) / 喷墨印刷装备 / 自主可控 / 评价方法 / 综合权重国产化率

Key words

Analytic Hierarchy Process (AHP) / inkjet printing equipment / autonomy and controllability / evaluation method / comprehensive weighted localization rate

引用本文

导出引用
李龙宇, 朱强, 刘浩红, 武淑琴, 王仪明. 基于层次分析法(AHP)的喷墨印刷装备自主可控评价方法研究[J]. 包装工程. 2026, 47(7): 167-177 https://doi.org/10.19554/j.cnki.1001-3563.2026.07.020
LI Longyu, ZHU Qiang, LIU Haohong, WU Shuqin, WANG Yiming. An AHP-based Evaluation Method for the Autonomy and Controllability of Inkjet Printing Equipment[J]. Packaging Engineering. 2026, 47(7): 167-177 https://doi.org/10.19554/j.cnki.1001-3563.2026.07.020
中图分类号: TS853.5   

参考文献

[1] 宁布, 张睿, 刘忠俊, 等. 喷墨印刷技术研究现状与发展对策[J]. 包装工程, 2018, 39(17): 236-242.
NING B, ZHANG R, LIU Z J, et al.Research Status and Development Countermeasure of Ink-Jet Printing Technology[J]. Packaging Engineering, 2018, 39(17): 236-242.
[2] 陈广学. 解开喷墨印刷国产化“卡脖子”难题[EB/OL]. 中国新闻出版广电报. (2023-06-14) [2025-10-27]. https://epaper.chinaxwcb.com/app_epaper/2023-06/14/content_99826572.html.
CHEN G X.Unlocking the "Bottleneck" Problem of Inkjet Printing Localization[EB/OL]. China News Press, (2023-06-14) [2025-10-27]. https://epaper.chinaxwcb.com/app_epaper/2023-06/14/content_99826572.html.
[3] 国家新闻出版署. 出版业“十四五”时期发展规划[Z]. 北京: 国家新闻出版署. 2021.
National Press and Publication Administration. The 14th Five-Year Plan for the Publishing Industry[R]. Beijing: National Press and Publication Administration, 2021.
[4] International Data Corporation (IDC). IDC MarketScape: Worldwide high-Speed Inkjet Press 2023 Vendor Assessment[Z]. Needham, MA: International Data Corporation, 2023.
[5] 黄泽泓. 投入产出关联视角下我国制造业自主可控水平研究[D]. 广州: 广州大学, 2024: 14-15.
HUANG Z H.Research on the Autonomous Control Level of China’s Manufacturing Industry from the Perspective of Input-Output Correlation[D]. Guangzhou: Guangzhou University, 2024: 14-15.
[6] 王礼恒, 周志成, 王崑声, 等. 产业体系成熟度评价方法研究[J]. 中国工程科学, 2020, 22(2): 91-97.
WANG L H, ZHOU Z C, WANG K S, et al.Assessment Method of Industrial System Maturity Levels[J]. Strategic Study of CAE, 2020, 22(2): 91-97.
[7] 胡云龙, 解维奇, 姚静波. 航天测发系统自主可控能力评估[J]. 兵工自动化, 2020, 39(12): 43-49.
HU Y L, XIE W Q, YAO J B.Evaluation of Autonomous and Controllable Capability of Aerospace Test and Launch System[J]. Ordnance Industry Automation, 2020, 39(12): 43-49.
[8] XIA X D, YU R H.Review of Autonomous and Controllable Analysis and Evaluation Methods[C]//Second IYSF Academic Symposium on Artificial Intelligence and Computer Engineering. Xi’an, China. SPIE, 2021: 22.
[9] 李含琳, 李伟. 核心技术控制权与我国国产化率概念的科学界定[J]. 甘肃理论学刊, 2008(2): 68-71.
LI H L, LI W.The Control Right of Core Technology and the Scientific Definition of the Concept of Localization Rate in China[J]. Gansu Theory Research, 2008(2): 68-71.
[10] 国家市场监督管理总局, 国家标准化管理委员会. 书刊喷墨数字印刷机: GB/T 41975—2022[S]. 北京: 中国标准出版社, 2022: 2-10.
State Administration for Market Regulation, Standardization Administration of the People’s Republic of China. Ink-Jet Digital Printing Press for Books and Periodicals: GB/T 41975-2022[S]. Beijing: Standards Press of China, 2022: 2-10.
[11] 汤志伟, 李昱璇, 张龙鹏. 中美贸易摩擦背景下“卡脖子”技术识别方法与突破路径——以电子信息产业为例[J]. 科技进步与对策, 2021, 38(1): 1-9.
TANG Z W, LI Y X, ZHANG L P.Identification Method and Breakthrough Path of “Neck-Jamming” Technologies under the Background of Sino-US Trade Friction: A Case of the Electronic Information Industry[J]. Science & Technology Progress and Policy, 2021, 38(1): 1-9.
[12] SAATY T L.How to Make a Decision: The Analytic Hierarchy Process[J]. European Journal of Operational Research, 1990, 48(1): 9-26.
[13] 邓雪, 李家铭, 曾浩健, 等. 层次分析法权重计算方法分析及其应用研究[J]. 数学的实践与认识, 2012, 42(7): 93-100.
DENG X, LI J M, ZENG H J, et al.Research on Computation Methods of AHP Wight Vector and Its Applications[J]. Mathematics in Practice and Theory, 2012, 42(7): 93-100.
[14] LUTHRA S, GOVINDAN K, KANNAN D, et al.An Integrated Framework for Sustainable Supplier Selection and Evaluation in Supply Chains[J]. Journal of Cleaner Production, 2017, 140: 1686-1698.
[15] 宋俊典, 高洪美, 杨琳, 等. 基于层次分析法的国产化能力评价研究[J]. 计算机与数字工程, 2017, 45(5): 911-916.
SONG J D, GAO H M, YANG L, et al.Localization Capability Evaluation Based on Analytic Hierarchy Process[J]. Computer & Digital Engineering, 2017, 45(5): 911-916.
[16] ZHANG S J, JIANG J, WANG T.Build a Network Security Situation Assessment Model Based on AHP[C]//Proceedings of the 2025 5th International Conference on Computer Network Security and Software Engineering. Qingdao China. ACM, 2025: 29-32.

PDF(1588 KB)

Accesses

Citation

Detail

段落导航
相关文章

/