The invention discloses a printing and
dyeing industry cloth on-line monitoring control method and
system, and the method achieves the all-directional and multi-dimensional real-time monitoring of the state of cloth through the
cooperative work of a high-resolution industrial camera, an
infrared thermal imager, a
humidity sensor, a tension sensor, a
spectrometer and other types of sensors, achieves the fusion collection of images and physical parameters, and achieves the real-time monitoring of the state of cloth. A single-mode detection blind area (for example, the
moisture content cannot be perceived only through vision) is avoided, all the sensors are clear in division of labor and high in complementarity, the overall monitoring precision and reliability are improved, non-contact online measurement is supported, the normal production process is not affected, full-process
automation from data collection to closed-
loop control is achieved, and the production efficiency is improved. A complete intelligent
closed loop of'
perception-analysis-decision-execution 'is constructed, the quality stability and consistency of the printing and
dyeing process are improved, human intervention is reduced, the defective rate and the
rework cost are remarkably reduced, the production efficiency is improved, a basic framework is provided for subsequent
system self-learning and
process optimization, and intelligent upgrading is supported.