title: Introducing uncertainty analysis of nucleation and crystal growth models in Process Analytical Technology (PAT) system design of crystallization processes.
abstract: This paper presents the application of uncertainty and sensitivity analysis as part of a systematic model-based process monitoring and control (PAT) system design framework for crystallization processes. For the uncertainty analysis, the Monte Carlo procedure is used to propagate input uncertainty, while for sensitivity analysis, global methods including the standardized regression coefficients (SRC) and Morris screening are used to identify the most significant parameters. The potassium dihydrogen phosphate (KDP) crystallization process is used as a case study, both in open-loop and closed-loop operation. In the uncertainty analysis, the impact on the predicted output of uncertain parameters related to the nucleation and the crystal growth model has been investigated for both a one- and two-dimensional crystal size distribution (CSD). The open-loop results show that the input uncertainties lead to significant uncertainties on the CSD, with appearance of a secondary peak due to secondary nucleation for both cases. The sensitivity analysis indicated that the most important parameters affecting the CSDs are nucleation order and growth order constants. In the proposed PAT system design (closed-loop), the target CSD variability was successfully reduced compared to the open-loop case, also when considering uncertainty in nucleation and crystal growth model parameters. The latter forms a strong indication of the robustness of the proposed PAT system design in achieving the target CSD and encourages its transfer to full-scale implementation.
authors.affiliation: Computer Aided Process-Product Engineering Center (CAPEC), Department of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800, Kgs. Lyngby, Denmark.
authors.forename: Noor Asma Fazli Abdul
authors.initials: NA
authors.lastname: Samad
authors.forename: Gürkan
authors.initials: G
authors.lastname: Sin
authors.forename: Krist V
authors.initials: KV
authors.lastname: Gernaey
authors.forename: Rafiqul
authors.initials: R
authors.lastname: Gani
mesh_terms: D000465:Algorithms; D002626:Chemistry, Pharmaceutical / Q000379:methods; D003198:Computer Simulation; D003460:Crystallization; D007700:Kinetics; D008962:Models, Theoretical; D009010:Monte Carlo Method; D012044:Regression Analysis; D015203:Reproducibility of Results; D013678:Technology, Pharmaceutical / Q000379:methods*; D035501:Uncertainty
keywords: CSD; Crystallization; Mathematical model; Monte Carlo; Morris screening; PAT system design; SRC method; Uncertainty and sensitivity analysis