کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
688964 889583 2014 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Detection of asymmetric control valve stiction from oscillatory data using an extended Hammerstein system identification method
موضوعات مرتبط
مهندسی و علوم پایه مهندسی شیمی تکنولوژی و شیمی فرآیندی
پیش نمایش صفحه اول مقاله
Detection of asymmetric control valve stiction from oscillatory data using an extended Hammerstein system identification method
چکیده انگلیسی


• Extended Hammerstein systems are formulated to describe asymmetric sticky control valves.
• An iterative identification method is proposed based on oscillatory data.
• Oscillatory signals are shown to be informative owing to cyclo-stationarity.
• Numerical, experimental and industrial examples are provided for illustration.

The study in this paper is motivated by the detection of control valves with asymmetric stiction resulting in oscillations in feedback control loops. The joint characterization of the control valve and the controlled process is formulated as the identification of a class of extended Hammerstein systems. The input nonlinearity is described by a point-slope-based hysteretic model with two possibly asymmetric ascent and descent paths. An iterative identification method is proposed, based on the idea of separating the ascent and descent paths subject to the oscillatory input and output. The structure of the formulated extended Hammerstein system is shown to be identifiable, and the oscillatory signals in feedback control loops are proved to be informative by exploiting the cyclo-stationarity of these oscillatory signals. Numerical, experimental and industrial examples are provided to illustrate the effectiveness of the proposed identification method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Process Control - Volume 24, Issue 1, January 2014, Pages 1–12
نویسندگان
, ,