Seite - 152 - in Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources

5. ExperimentalResults 0 2 0 0 4 0 0 6 0 0 8 0 0 1 0 0 03 0 4 0 5 0 6 0 T i m e ( s ) 1 - s t e p p r e d i c t i o n o f S W B P R e a l t e m p e r a t u r e 0 . 1 1 (c)One-steppredictionresultsofSWBP. Figure5.15. One-steppredictionresultsof threealgorithms. 0 5 0 1 0 0 1 5 0 2 0 03 0 4 0 5 0 6 0 7 0 T i m e ( s ) R e a l T e m p e r a t u r eE x t e n d e d K a l m a n F i l t e rB a c k p r o p a g a t i o n w i t h M o m e n t u mS l i d i n g W i n d o w B a c k p r o p a g a t i o n (a)Validationusingthenewexperimentaldata. Amongthesethreealgorithms,EKFhastheminimumvalidationerror, which means its true estimation accuracy is the highest. Meanwhile, its prediction accuracy and execution time are also acceptable. Due 152