The establishment of the textile intelligent manufacturing standard system structure is of great significance for the rapid development of production equipment, system integration, production execution and intelligent transformation of finished product circulation in the textile production process. Based on an in-depth analysis of the common technologies and standardization requirements of textile intelligent manufacturing, this paper designed a textile intelligent manufacturing standard system architecture, which consists of common technologies and standards, key technical standards and new models of textile intelligent manufacturing. Among the key technical standards, intelligent workshops and factories are critical to realize textile intelligent manufacturing. The whole life cycle of textile products were further considered, and the textile intelligent manufacturing factory structure was constructed from the aspects of textile resource elements, system integration, interconnection, information fusion, manufacturing execution and operation analysis. Finally, taking a high-end knitted fabric manufacturer in Shanghai as an example, a four-level knitting production intelligent control standard structure was constructed, comprising the whole process specification of knitted fabric production, the interconnection network structure of production equipment, the data structure specification and the weaving, dyeing and finishing control. Moreover the equipment real-time monitoring and anomaly detection, the textile process quality analysis and process optimization, the textile production planning and scheduling typical application scenario process were analyzed.