Title :
The soft measurement system of Texaco gasifier based on RVM and COM technology
Author :
Kebing, Chen ; Jianning, Zhu ; Hongbo, Shi
Author_Institution :
Res. Inst. of Autom., East china Univ. of Sci. & Technol., Shanghai
Abstract :
As the present soft measurement system of Texaco gasifier canpsilat give attention to both performance of predicting and the hardware source, this paper presents a soft measurement method system which based on RVM and the technology of COM. This method that use RVM modeling, has better capability of regression and extend usage. At the same time, the usage of COM technology could make the data processing working without MATLAB and much hardware source will be saved.
Keywords :
distributed object management; gas industry; learning (artificial intelligence); measurement systems; production engineering computing; regression analysis; COM technology; Texaco gasifier; regression capability; relevance vector machine; soft measurement system; Automation; Chemical technology; Chemistry; Hardware; Hydrogen; MATLAB; Mathematical model; Predictive models; Principal component analysis; Visual BASIC; COM; Relevance vector machine (RVM); Soft measurement;
Conference_Titel :
Control Conference, 2008. CCC 2008. 27th Chinese
Conference_Location :
Kunming
Print_ISBN :
978-7-900719-70-6
Electronic_ISBN :
978-7-900719-70-6
DOI :
10.1109/CHICC.2008.4605690
