Optimization using the response surface methodology: Application to an ice crystallization process for seawater pretreatment

2018 ◽  
Author(s):  
Ibtissam Baayyad ◽  
Naoual Semlali Aouragh Hassani
Keyword(s):  
Response Surface Methodology ◽  
Response Surface ◽  
Crystallization Process ◽  
Ice Crystallization

scholarly journals Mechanism and Modelling of Reactive Crystallization Process of Lithium Carbonate

Processes ◽  
2019 ◽  
Vol 7 (5) ◽  
pp. 248 ◽  
Author(s):  
Shaolei Zhao ◽  
Jie Gao ◽  
Siyang Ma ◽  
Chao Li ◽  
Yiming Ma ◽  
...  
Keyword(s):  
Response Surface Methodology ◽  
Response Surface ◽  
Induction Time ◽  
Crystallization Process ◽  
Dominant Role ◽  
Lithium Carbonate ◽  
Nucleation Mechanism ◽  
Lithium Sulfate ◽  
Laser Method ◽  
Reactive Crystallization

The reactive crystallization of lithium carbonate (Li2CO3) from lithium sulfate (Li2SO4) and sodium carbonate (Na2CO3) solutions is a key process in harvesting solid lithium, whether from ores, brines, or clays. However, the process kinetics and mechanism remain poorly understood and the modelling of the reactive crystallization of Li2CO3 is not available. Hence, this work aims to determine the kinetics and mechanisms of the nucleation and growth of Li2CO3 reactive crystallization by induction time measurements and to model and optimize the crystallization process using response surface methodology. Induction time measurements were carried out as functions of initial supersaturation and temperature using a laser method. It was found that the primary nucleation mechanism of Li2CO3 varies with solution supersaturations, in which, expectedly, the heterogenous nucleation mechanism dominates at low supersaturations while the homogeneous nucleation mode governs at high supersaturations. The transition point between heterogenous and homogenous nucleation was found to vary with temperatures. Growth modes of Li2CO3 crystals were investigated by relating induction time data with various growth mechanisms, revealing a two-dimensional nucleation-mediated growth mechanism. The modelling and optimization of a complex reactive crystallization were performed by response surface methodology (RSM), and the effects of various crystallization parameters on product and process performances were examined. Solution concentration was found to be the critical factor determining the yield of crystallization, while stirring speed was found to play a dominant role in the particle size of Li2CO3 crystals. Our findings may provide a better understanding of the reactive crystallization process of Li2CO3 and are critical in relation to the crystallization design and control of Li2CO3 production from lithium sulfate sources.

Optimization of a Crystallization Process by Response Surface Methodology

2015 ◽  
Vol 26 (6) ◽  
pp. 730-736
Author(s):  
Se-Eun Lee ◽  
Jae-Kyeong Kim ◽  
Sang-Keun Han ◽  
Joo-Seung Chae ◽  
Keun-Duk Lee ◽  
...  
Keyword(s):  
Response Surface Methodology ◽  
Response Surface ◽  
Crystallization Process
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