Evaluation of Parameter Estimation Methods for Crystallization Processes Modeled via Population Balance Equations

In this study, the sensitivity of parameter estimation concepts is investigated. Therefore the limits of multiple optimization algorithms (global and local ones) and the consequence of limited or inaccurate experimental data were analyzed in detail. Furthermore the present work discusses how oversimplified model assumptions affect the interpretation of experimental results and exposes pitfalls in the interpretation of parameter estimation results.