Title :
Inverse Process Combined with Grey Prediction Model for Estimating the Inner Surface Geometry of Furnace Wall
Author :
Su, Chin-Ru ; Liu, Wei-Long ; Chen, Cha O-Kuang
Author_Institution :
Dept. of Mech. & Comput.-Aided Eng., Nat. Formosa Univ., Yunlin, Taiwan
Abstract :
In this work the inner surface geometry of a cylindrical furnace wall is estimated using inverse process method combined with grey prediction model. In estimating process a virtual area extended from the inner surface of furnace wall is used for analysis. The heat conduction equation and the boundary condition are first discretized by finite difference method to form a linear matrix equation; the inverse model is then optimized by linear least-squares error method and the temperatures of virtual boundary are obtained from a few of measured temperatures in furnace wall using the linear inverse model; and finally the temperature distribution of system is got by direct process and the inner surface geometry of furnace wall can be estimated accordingly. The result shows that using inverse process combined with grey prediction model the geometry can be exactly estimated from relatively small number of measured temperatures.
Keywords :
finite difference methods; furnaces; grey systems; heat conduction; least squares approximations; matrix algebra; cylindrical furnace; finite difference method; furnace wall; grey prediction model; heat conduction equation; inner surface geometry; inverse process method; linear least-squares error method; linear matrix equation; Boundary conditions; Difference equations; Finite difference methods; Furnaces; Geometry; Inverse problems; Predictive models; Solid modeling; Temperature distribution; Temperature measurement; Grey prediction; Inverse heat conduction; Reverse matrix; Virtual area;
Conference_Titel :
2009 International Conference on Signal Processing Systems
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3654-5
DOI :
10.1109/ICSPS.2009.149