Modelling and Nonlinear Model Predictive Control of a Twin Screw Feeder. Issue 18 (2019)

• Record Type: Journal Article
• Authors: Bascone, Davide; Galvanin, Federico; Shah, Nilay; Garcia-Munoz, Salvador
• Is Part Of: IFAC-PapersOnLine. Volume 52:Issue 18(2019)
• Page Start: 156
• Page End: 161
• Publication Date: 2019
• Subjects: Dynamic modelling -- Nonlinear model predictive control -- Time-delay systems -- Screw feeder -- Pharmaceutical; Automatic control -- Periodicals; 629.805
• DOI: 10.1016/j.ifacol.2019.12.223
• Languages: English
• ISSNs: 2405-8963

Abstract

Abstract: In this work, a dynamic model of a twin screw feeder, for continuous tablet manufacturing, has been developed. In particular, a First Order Plus Dead Time (FOPDT) model has been suggested. The delayed dynamics depends on operating conditions, equipment design and physical properties of the bulk solid. Model parameters are estimated by fitting the model to experimental data. Due to the nonlinear input-output relationships and the time delays involved, a Nonlinear Model Predictive Control (NMPC) is investigated to maintain an accurate mass flow rate, with the ultimate goal to improve product homogeneity in an inherently complex process. The performance of the designed control system is found to be satisfactory in a wide operating range and its potential use in a continuous manufacturing process is worth being investigated in the future.