Abstract:Ultrasound is beginning to be used to characterize many types of industrial two-phase dispersions, both
suspensions and emulsions. It also has great potential as a process-monitoring tool alongside the well-established techniques of conductivity, pH, optical turbidity, tomography, and so forth. This paper describes
a small volume test cell that has been developed to ultrasonically monitor the batch crystallization of a
hydrated salt from saturated solution. The interaction of low-power, low-frequency (2− 7 MHz… Show more
“…[9][10][11] More recent studies suggest the adoption of ultrasound attenuation, where rather spacious in-line probes have been developed, but a calibration is still required. [12][13][14] On the contrary, the focused beam reflectance measurement (FBRM) is carried out using a cylindrical probe that is easily applicable in crystallization vessels ranging from laboratory to production scale. [15][16][17][18] The FBRM provides on-line data of particle size and concentration in the form of a chord length distribution (CLD).…”
Section: Introductionmentioning
confidence: 99%
“…In contrast, the on-line monitoring of the solid phase in general and of the PSD in particular remains challenging. Laser diffraction has been used in most previous studies, but in this case sampling and dilution of the suspension are necessary. − More recent studies suggest the adoption of ultrasound attenuation, where rather spacious in-line probes have been developed, but a calibration is still required. − On the contrary, the focused beam reflectance measurement (FBRM) is carried out using a cylindrical probe that is easily applicable in crystallization vessels ranging from laboratory to production scale. − The FBRM provides on-line data of particle size and concentration in the form of a chord length distribution (CLD). Although useful in general, CLD data cannot be converted directly into a PSD, i.e., they cannot be directly integrated into population balance modeling approaches.…”
The control objectives of batch crystallization processes are often defined in terms of particle size distribution (PSD), or properties related to the PSD, viz. average particle size, product filterability, dry solids flow properties, etc. To achieve these control objectives, a constrained nonlinear model-based optimization strategy has been adopted. This involves the detailed modeling of batch crystallization including model validation and parameter estimation, on-line monitoring of supersaturation and PSD, and the application of optimization strategies. A deterministic population balance model accounting for solution thermodynamics, crystal growth, and nucleation has been developed. State estimation is achieved by the on-line monitoring of temperature, concentrations in the liquid phase, particle density, and PSD. For this purpose, the focused beam reflectance measurement (FBRM) provides an on-line, in-situ information of crystal size and particle concentration in the form of a chord length distribution (CLD). A method using a three-dimensional geometrical CLD model and an inverse technique based on projections onto convex sets (POCS) has been introduced to calculate PSDs from CLD raw data. These concepts are applied to the batch cooling crystallization of paracetamol in ethanol.
“…[9][10][11] More recent studies suggest the adoption of ultrasound attenuation, where rather spacious in-line probes have been developed, but a calibration is still required. [12][13][14] On the contrary, the focused beam reflectance measurement (FBRM) is carried out using a cylindrical probe that is easily applicable in crystallization vessels ranging from laboratory to production scale. [15][16][17][18] The FBRM provides on-line data of particle size and concentration in the form of a chord length distribution (CLD).…”
Section: Introductionmentioning
confidence: 99%
“…In contrast, the on-line monitoring of the solid phase in general and of the PSD in particular remains challenging. Laser diffraction has been used in most previous studies, but in this case sampling and dilution of the suspension are necessary. − More recent studies suggest the adoption of ultrasound attenuation, where rather spacious in-line probes have been developed, but a calibration is still required. − On the contrary, the focused beam reflectance measurement (FBRM) is carried out using a cylindrical probe that is easily applicable in crystallization vessels ranging from laboratory to production scale. − The FBRM provides on-line data of particle size and concentration in the form of a chord length distribution (CLD). Although useful in general, CLD data cannot be converted directly into a PSD, i.e., they cannot be directly integrated into population balance modeling approaches.…”
The control objectives of batch crystallization processes are often defined in terms of particle size distribution (PSD), or properties related to the PSD, viz. average particle size, product filterability, dry solids flow properties, etc. To achieve these control objectives, a constrained nonlinear model-based optimization strategy has been adopted. This involves the detailed modeling of batch crystallization including model validation and parameter estimation, on-line monitoring of supersaturation and PSD, and the application of optimization strategies. A deterministic population balance model accounting for solution thermodynamics, crystal growth, and nucleation has been developed. State estimation is achieved by the on-line monitoring of temperature, concentrations in the liquid phase, particle density, and PSD. For this purpose, the focused beam reflectance measurement (FBRM) provides an on-line, in-situ information of crystal size and particle concentration in the form of a chord length distribution (CLD). A method using a three-dimensional geometrical CLD model and an inverse technique based on projections onto convex sets (POCS) has been introduced to calculate PSDs from CLD raw data. These concepts are applied to the batch cooling crystallization of paracetamol in ethanol.
“…Comparison with SEM especially revealed that US spectroscopy reflects reality the best. The importance of the crystallization mechanism can be emphasized with regard to a study by Wilkinson et al 91 who investigated the crystallization of copper sulfate pentahydrate in a similar way as Tebbutt et al 92,93 Their results showed that the crystal size was strongly influenced by the cooling rate; however, at a size of roughly 300 μm the crystals break resulting in a similar PSD independent of the cooling rate. As mentioned before, Kippax et al emphasize the importance of accurate data for the physical properties of the particles and the liquid for the characterization of organic crystals by US attenuation spectroscopy as well.…”
The investigation
and understanding of the underlying mechanisms
for the crystallization of molecular sieve materials, such as metal–organic
frameworks (MOFs) and zeolites, have received increasing interest
in recent years. This is mainly because improvements of the corresponding
equipment were made that are essential for in situ diagnostics. In
contrast to classical techniques, such as X-ray diffraction and neutron
scattering, nuclear magnetic resonance, or infrared and Raman spectroscopy,
ultrasonic monitoring has not received proper attention. Thereby,
especially for zeolites, important insights have been gained with
this technique already. However, for MOFs, the number of publications
dealing with in situ US monitoring is still limited. Therefore, this
perspective gives an overview of the topic of in situ monitoring of
crystallization of zeolites and MOFs and highlights the work that
has been done so far by ultrasonic monitoring. Furthermore, we state
benefits and current challenges for further establishing ultrasonic
monitoring as a tool for the investigation of crystallization processes.
“…There have been several attempts to use ultrasonic techniques to follow crystallization processes. For example, the change in crystal size distribution during crystallization of copper (II) sulfate pentahydrate from bulk (Tebbutt and others 1999) and seeded (Marshall and others 2002) solutions were calculated from ultrasonic spectra using scattering theories. However, the results showed some deviation from light scattering measurements.…”
Ultrasonic velocity and attenuation measurements (2.25 MHz center frequency) were used to follow bulk crystallization of lactose (43% and 46%) from gelatin (1.5% and 3%) gels at 25 °C, and compared to turbidity (500 nm) and isothermal calorimetric measurements. Ultrasonic velocity decreased slightly (approximately 0.5%) during crystallization while ultrasonic attenuation was low in the absence of lactose crystals and increased progressively during crystallization. The lag time before the onset of crystallization decreased and the maximum rate of increase in attenuation during crystallization increased with increasing lactose supersaturation but was not affected by gelatin concentration (P < 0.05). Similar results were seen in turbidity and isothermal calorimetric measurements. Ultrasonic attenuation measurements have the potential to measure crystallization kinetics in complex food matrices and to be applied on-line. Practical Application: Many foods contain crystals that affect their taste and texture (for example, lactose crystals can give a grainy defect in ice cream). The formation of crystals is often hard to predict so methods to measure the development of crystals inside real foods are useful. In this study, we show that as lactose crystallizes in a gelatin gel the ultrasonic attenuation--capacity to absorb sound--increases and can be related to the amount of crystals present. Ultrasound is easier to apply in real food processing than the existing methodologies.
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