This video is part of a series of three presentations for the pharmaceutical industry.
In the first video ( JMP for Drug Optimization, Manufacturing and Quality: Part 1 - JMP User Community ), we show the design of experiments, the fitting of a statistical model, and finally we optimize the process from the model. In the second session ( JMP for Drug Optimization, Manufacturing and Quality: Part 2 - JMP User Community ), we focus on manufacturing, visualization of production variables and use machine learning for root cause analysis, which together a Monte Carlo simulation, helped us find an immediate solution for a problem of low dissolution of oral dosage tablets.
In this third and final session, we evaluate the capacity and control of a multitude of manufacturing variables at once to identify the processes that most need attention to focus improvement efforts, and we perform a stability analysis to establish the expiration date of a medication according to ICH guidelines.
