Real‐time supersaturation monitoring in cooling crystallization via hybrid electrical conductivity–ultrasonic sensor fusion

Abstract Real‐time monitoring of solution concentration is essential for controlling supersaturation and optimizing yield in cooling crystallization processes. We present a hybrid sensor fusion approach that combines electrical conductivity (EC) and ultrasonic (US) sound velocity measurements for in‐situ concentration monitoring of solutions during cooling crystallization. Temperature‐dependent EC and US models were developed and validated over a wide concentration range, encompassing both saturated and supersaturated states. A turbidity‐based analysis delineated the metastable zone and nucleation onset, revealing complementary sensor limitations: diminished EC sensitivity at low concentrations and particle‐induced US signal interference at high concentrations. An adaptive fusion algorithm exploited these complementary strengths to maintain a relative error below 5% across the full concentration range. This cost‐effective dual‐sensor strategy provides a robust alternative to spectroscopic techniques and can be readily adapted for real‐time supersaturation control in diverse inorganic crystallization systems.

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Publication Details

Journal
The Canadian Journal of Chemical Engineering
Published
2026-02-11
DOI
https://doi.org/10.1002/cjce.70308
Primary Topic
Crystallization and Solubility Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Real‐time supersaturation monitoring in cooling crystallization via hybrid electrical conductivity–ultrasonic sensor fusion

Yiting Xiao, B. Kong, Xinyu Wang, Junjie Li et al.
The Canadian Journal of Chemical Engineering
Crystallization and Solubility Studies
article

Real‐time supersaturation monitoring in cooling crystallization via hybrid electrical conductivity–ultrasonic sensor fusion

Yiting Xiao, B. Kong, Xinyu Wang, Junjie Li, Zhengbin Pan
article en

Abstract

Abstract Real‐time monitoring of solution concentration is essential for controlling supersaturation and optimizing yield in cooling crystallization processes. We present a hybrid sensor fusion approach that combines electrical conductivity (EC) and ultrasonic (US) sound velocity measurements for in‐situ concentration monitoring of solutions during cooling crystallization. Temperature‐dependent EC and US models were developed and validated over a wide concentration range, encompassing both saturated and supersaturated states. A turbidity‐based analysis delineated the metastable zone and nucleation onset, revealing complementary sensor limitations: diminished EC sensitivity at low concentrations and particle‐induced US signal interference at high concentrations. An adaptive fusion algorithm exploited these complementary strengths to maintain a relative error below 5% across the full concentration range. This cost‐effective dual‐sensor strategy provides a robust alternative to spectroscopic techniques and can be readily adapted for real‐time supersaturation control in diverse inorganic crystallization systems.

The Canadian Journal of Chemical Engineering
Guangdong Technion-Israel Institute of Technology (CN)
Openalex Percentile: Top 60%
Crystallization and Solubility Studies
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