Soil stabilizer production monitoring method and system based on Internet of Things

By deploying an IoT sensor network in the soil stabilizer production line and employing differentiated sampling frequencies and multi-level parameter decomposition models, the problems of signal interference and data acquisition blind spots in traditional monitoring have been solved. This has enabled precise monitoring and dynamic process parameter control of the soil stabilizer production process, thereby improving product quality and production efficiency.

CN121048682APending Publication Date: 2025-12-02XINXIANG RUNFENGZEYU ENVIRONMENTAL MATERIAL TECH CO LTD
7 Cites 2 Cited by

Patent Information

Application Number
CN202511186311.6
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-08-23
Publication Date
2025-12-02

AI Technical Summary

Technical Problem

Traditional soil stabilizer production monitoring suffers from numerous blind spots, severe data delays, and limited processing capabilities, making it difficult to accurately capture changes in key parameters. This affects the stability and consistency of product quality. Furthermore, the production process lacks traceability, making it difficult to adjust process parameters according to different application scenarios. Consequently, product qualification rates fluctuate greatly, and energy and resource waste is severe.

Method used

An IoT sensor network is deployed in the soil stabilizer production line, using a tree topology and multi-protocol compatible communication to implement differentiated sampling frequency control. Combined with multi-level parameter decomposition and anomaly detection models, process parameter adjustment schemes are generated through multivariate correlation analysis and Bayesian optimization algorithms to achieve precise monitoring and dynamic control.

Benefits of technology

It enables precise monitoring of key parameters at different production stages, reduces sensor network energy consumption, extends equipment life, detects potential quality risks in advance, optimizes process parameters, and improves product quality consistency and production efficiency.

✦ Generated by Eureka AI based on patent content.
Patent Text Reader

Abstract

The invention relates to the technical field of the Internet of Things, and discloses a soil stabilizer production monitoring method and system based on the Internet of Things. The method comprises the following steps: deploying an Internet of Things sensor network at the positions of a raw material mixer, a reaction kettle and a compaction forming machine of the soil stabilizer production line, and collecting original monitoring data in the production process; creating a staged monitoring strategy according to the original monitoring data of the production process; differential sampling frequency control is carried out on the Internet of Things sensor network, and a production process target parameter set is obtained; identifying abnormal fluctuation of electrolyte concentration change, micellar formation state and crystal water fixing efficiency based on the production process target parameter set to obtain production quality risk early warning information; and a corresponding production process parameter adjustment scheme is generated by combining the demand difference of the performance of the soil stabilizer in different application scenes. According to the invention, the problems of signal interference and data acquisition blind areas in traditional monitoring are solved, and intelligent and accurate regulation and control of process parameters are realized.
Need to check novelty before this filing date? Find Prior Art