In Situ Imaging Combined with Deep Learning for Crystallization Process Monitoring: Application to Cephalexin Production

H Salami, MA McDonald, AS Bommarius… - … Process Research & …, 2021 - ACS Publications
The online detection of a trace amount of an undesired solid phase within a crystal slurry
can enable feedback control to improve product purity, decrease batch rejection, and …

Targeting particle size specification in pharmaceutical crystallization: A review on recent process design and development strategies and particle size measurements

F Liu, SD Bagi, Q Su, R Chakrabarti… - … Process Research & …, 2022 - ACS Publications
Obtaining a particle size within the specifications for a pharmaceutical compound in an
industrial crystallization can be a challenging task. The events affecting the final particle size …

Implementation and application of image analysis-based turbidity direct nucleation control for rapid agrochemical crystallization process design and scale-up

WL Wu, C Chappelow, N Hanspal… - Industrial & …, 2022 - ACS Publications
Traditionally, the crystallization unit operation and process variables (eg, temperature and/or
antisolvent addition profile, agitation rate, and seeding parameters) are optimized using the …

Improved understanding of cefixime trihydrate reactive crystallization and process scale-up with the aid of PAT

S Yu, Y Zhang, XZ Wang - Organic Process Research & …, 2019 - ACS Publications
Reactive crystallization to make cefixime trihydrate crystals via cefixime disodium reacting
with hydrogen chloride was investigated using ATR FTIR and an online imaging instrument …

Process analytical technology for crystallization of active pharmaceutical ingredients

CR Malwade, H Qu - Current Pharmaceutical Design, 2018 - ingentaconnect.com
Background: Pharmaceutical industry is witnessing increased pressure to introduce
innovative and efficient processes for manufacturing Active Pharmaceutical Ingredients …

Review of the Application of PAT in the Pharmaceutical Continuous Crystallization Process

B Zhao, H Zang, L Zhong, X Ma, H Wang… - Current Topics in …, 2023 - ingentaconnect.com
As an important pharmaceutical process, crystallization greatly impacts the final product. In
recent years, the continuous crystallization process has attracted more attention from …

Sensor Fusion and Calibration-Based Adaptive Image Analysis Procedure for In Situ Crystal Size Measurement

WL Wu, MM Mills, U Schacht, C Rabinowitz… - Crystal Growth & …, 2023 - ACS Publications
Traditionally, off-line measurements via image analysis or laser diffraction methods are used
to analyze the crystal product. It is often beneficial to extract crystal samples intermittently …

Feedback control of crystal size distribution for cooling batch crystallization using deep learning-based image analysis

C Gan, L Wang, S Xiao, Y Zhu - Crystals, 2022 - mdpi.com
The shape of the crystal size distribution directly determines the quality of crystal products. It
is often assumed that distributional properties of crystal size conform to the Gaussian …

Real-time monitoring of fat crystallization using pulsed acoustic spectroscopy and supervised machine learning

L Metilli, L Morris, A Lazidis, S Marty-Terrade… - Journal of Food …, 2022 - Elsevier
Enhancing the control and yield of lipid crystallization is fundamental in several industrial
areas, including pharmaceutical, cosmetic and food manufacturing. However, the multi …

Membrane-assisted antisolvent crystallization: interfacial mass-transfer simulation and multistage process control

J Li, L Sheng, L Tuo, W Xiao, X Ruan… - Industrial & …, 2020 - ACS Publications
Antisolvent crystallization is an important purification technology for the pharmaceutical and
fine chemical industries. Herein, we investigated the mass-transfer mechanism of membrane …