Process Monitoring in Pharmaceutical Manufacturing Units using Data Based Model
Process Monitoring in Pharmaceutical Manufacturing Units using Data Based Model
2 PagesProcessMonitoringin PharmaceuticalManufacturing UnitsusingDataBasedModel Sudhakar Munusamy Technical Lead (Process Technology) Gyan Data Private Limited Chennai-600113 India sudhakar.munusamy@gyandata.com Krishna Kumar Kottakki Research Scientist Gyan Data Private Limited Chennai-600113 India krishnadfs@gyandata.com Motivation In process industries, performance monitoring and apriori detection of faults are important for quality control and process safety. These process parameters are measured at di erent time intervals; for example, measurements for pressure and temperature are often available every second, whereas concentrations are available only hourly. Since most pharma products are manufactured in batch mode, any upset in process parameters from their speci ed limits not only results
