纺织科学与工程学报2026，Vol.43Issue(3)：90-98,9.DOI:10.3969/j.issn.2096-5184.2026.03.013
纺织工业智能化的发展现状与展望
The Current Development Status and Prospects of Intelligentization of Textile Industry
摘要
Abstract
Under the macro background of the"dual carbon"goals and the human-centered return of In-dustry 5.0,the textile industry is undergoing a paradigm shift from traditional labor-intensive mode to technology-intensive mode.Based on recent cutting-edge literature,the evolutionary path of textile industry intelligentiza-tion was reviewed systematically in this paper.On the production side,data-driven manufacturing was focused on under the Industry 4.0 framework,covering intelligent production of textile materials,predictive maintenance of equipment,machine vision quality inspection and textile intelligent service systems.On the product side,intelli-gent wearable systems centered around smart textiles were highlighted,analyzing breakthroughs in nano-function-al materials,multi-modal sensing and self-powered technologies.On the environmental side,the synergistic en-hancement mechanism of artificial intelligence-enabled green manufacturing was explored.Finally,the cutting-edge directions such as generative AI and 4D printing were prospected,and current problems such as data silos,shortage of interdisciplinary talents and ethical challenges were analyzed,which provided references for future re-search in the field of textile science and engineering.关键词
纺织工业/智能制造/智能纺织品/人工智能/4D打印Key words
textile industry/intelligent manufacturing/smart textiles/artificial intelligence/4D printing分类
轻工纺织引用本文复制引用
付瑜,殷文萍,蒋芳,凌新龙..纺织工业智能化的发展现状与展望[J].纺织科学与工程学报,2026,43(3):90-98,9.基金项目
广西科技大学博士基金项目(17z07) （17z07）
