Hydrodynamics: Various theories have been previously proposed as to how surface scaling is caused. Through modelling and experimental verification, we have moved beyond the state of the art to propose a unified theory that incorporates shear and rheological conditions to elegantly describe the probability for surface crystallisation within the interfacial region of the boundary layer. Boundary layer characteristics are also related to crystal size, size distribution and habit which is contradictory to wider thinking, that suggest it is the bulk fluid which determines conditions for growth. Critically, this informs scaling mitigation strategies, process design and scale-up approaches.
Solution and interfacial energy: Only limited research had been conducted on how solution chemistry informs nucleation, where many authors assume that for low molecular weight inorganic solutes, induction time is less relevant. We demonstrate the contrary but also that induction period can be predicted based upon the theoretical interfacial energy of the crystal. However, whereas for conventional crystallisation, an inverse relationship between induction time and nucleation rate is described, the opposite is shown in MCr. A validated analytical framework is developed to rationalise these phenomena, which are seemingly unique because of the system boundary layer. We have also demonstrated how interfacial energy of the membrane is insignificant in the governance of nucleation and crystal growth (including scaling), which is contrary to membrane industrial scaling literature. A mechanistic explanation is introduced and validated across two solutions of different solute characteristics.
Scale-up: High packing densities have been assumed to be problematic in MCr as surface crystallisation can block interstitial volume. This can reduce the process intensification factor. Systematic analysis has found the opposite is true. Low surface area to volume induces significant scaling, whereas high surface area to volume leads to controlled downstream crystallisation, and better product quality. The research shows how nucleation can occur at the periphery of the metastable zone, while mitigating the effects of scaling - an effect which has never been seen before.