کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
405340 677535 2010 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Analytical and knowledge based approaches for a bioprocess supervision
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Analytical and knowledge based approaches for a bioprocess supervision
چکیده انگلیسی

The paper deals with supervision of biotechnological processes. Two main tasks are considered in this supervision scheme. The first one deals with Fault Detection and Isolation (FDI). The objective is to detect changes in the process dynamics using a model-based method. The second task concerns process physiological state recognition. A behavioral model is built using the expert knowledge along with clustering techniques applied to the measured data. The behavioral model under automata form is an heuristic model of the process under supervision.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Knowledge-Based Systems - Volume 23, Issue 2, March 2010, Pages 116–124
نویسندگان
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