Title :
Augmented Kalman filtering for a superheated steam header system
Author :
Boje, Edward ; Eitelberg, Eduard
Author_Institution :
Sch. of Electr. & Electron. Eng., Univ. of Natal, Durban, South Africa
Abstract :
This paper examines the distributed parameter model of a main steam header system and simplifies it to retain only the significant dynamics of the pipe wall temperature and quasisteady-state behavior of the steam in the headers. An augmented linear optimal filter is developed for estimating the steam and pipe wall temperatures along the interconnected main steam headers, between the superheater outlet and the turbine. The filter algorithm is illustrated using data from a power plant.
Keywords :
Kalman filters; distributed parameter systems; heat systems; augmented Kalman filtering; augmented linear optimal filter; distributed parameter model; main steam header system; pipe wall temperature; quasisteady-state behavior; superheated steam header system; superheater outlet; Africa; Boilers; Difference equations; Filtering; Gaussian processes; Kalman filters; Nonlinear filters; Power generation; State estimation; Temperature sensors;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2003.816416