TY - JOUR
T1 - Optimal Heating Strategies for a Convection Oven
AU - Stigter, J.D.
AU - Scheerlinck, N.
AU - Nicolai, B.M.
AU - van Impe, J.F.
PY - 2001
Y1 - 2001
N2 - In this study classical control theory is applied to a heat conduction model with convective boundary conditions. Optimal heating strategies are obtained through solution of an associated algebraic Riccati equation for a finite horizon linear quadratic regulator (LQR). The large dimensional system models, obtained after a Galerkin approximation of the original heat-conduction equations, describe the dynamics of the nodal temperatures driven by a forced convection boundary condition. The models are reduced using optimal Hankel minimum degree (OHMD) reduction. Optimal control histories are obtained for the reduced model and applied to the `full-scale' model. Performance of the regulator for various weighting matrices are compared and evaluated in two case studies, namely the heating of a cylindrically shaped container of mashed potato, and a container of ready-made lasagna. The approach taken here is geometry independent and closed loop meaning that the input is driven by temperature through a feedback mechanism which includes an optimal feedback gain matrix, which is calculated `off-line' through the backwards solution of an associated algebraic Riccati equation. The results indicate a T type heating profile, including a final oscillating behaviour that fine-regulates the temperature to an almost uniform temperature of 100°C.
AB - In this study classical control theory is applied to a heat conduction model with convective boundary conditions. Optimal heating strategies are obtained through solution of an associated algebraic Riccati equation for a finite horizon linear quadratic regulator (LQR). The large dimensional system models, obtained after a Galerkin approximation of the original heat-conduction equations, describe the dynamics of the nodal temperatures driven by a forced convection boundary condition. The models are reduced using optimal Hankel minimum degree (OHMD) reduction. Optimal control histories are obtained for the reduced model and applied to the `full-scale' model. Performance of the regulator for various weighting matrices are compared and evaluated in two case studies, namely the heating of a cylindrically shaped container of mashed potato, and a container of ready-made lasagna. The approach taken here is geometry independent and closed loop meaning that the input is driven by temperature through a feedback mechanism which includes an optimal feedback gain matrix, which is calculated `off-line' through the backwards solution of an associated algebraic Riccati equation. The results indicate a T type heating profile, including a final oscillating behaviour that fine-regulates the temperature to an almost uniform temperature of 100°C.
U2 - 10.1016/S0260-8774(00)00176-X
DO - 10.1016/S0260-8774(00)00176-X
M3 - Article
VL - 48
SP - 335
EP - 344
JO - Journal of Food Engineering
JF - Journal of Food Engineering
SN - 0260-8774
IS - 4
ER -