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Through the use of new integrated high-precision detection equipment, real-time monitoring data collection of water treatment systems is carried out. The value and logical relationships of the data are fully explored to achieve intelligent control, data resource utilization, optimized management, and smart decision-making of water treatment systems. This ensures the stable operation of water plant facilities, making water plant operations more efficient, management more scientific, and services of higher quality. The detection equipment adopts a micro-spectrum chip with independent intellectual property rights, which can integrate the core components of the spectrometer at the millimeter scale. While maintaining performance, it reduces the volume of traditional spectrometers by hundreds of times. With advantages and features in terms of volume, weight, and power consumption, it is convenient to achieve in-situ and real-time online monitoring.