Computational method for multiphase flow characterization in the gas refinery

被引:2
|
作者
Farahani, Abolfazl Varvani [1 ]
Montazeri, Mohsen [1 ]
机构
[1] Shahid Beheshti Univ, Fac Elect Engn, Dept Elect Engn, Tehran, Iran
关键词
Petroleum engineering; Soft computing; Control systems; Nonlinear control system; Computational fluid dynamics; Petroleum industry; Decentralized measurement system; Multi-phase flow; Condensate and gas; Soft sensor; Nonlinear observer; Mean value theorem; Unscented Kalman filter; SOFT SENSOR; PRESSURE; SYSTEMS; DESIGN;
D O I
10.1016/j.heliyon.2020.e03193
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents a new computational method for the decentralized multiphase flow measurement based on the interconnections between the two subsystems to precisely estimate the states of the multiphase flow at the gas refinery. The states of the condensate and gas sub-systems were separately estimated using the Differential Mean Value Theorem by considering the relationship between two subsystems, designing an observer and converting the conditions to linear matrix inequality. To check the stability and performance of the system against the changes, the Lyapunov theory has been used. The states behavior investigated with and without disturbance in the system output and dynamics. Additionally, the Unscented Kalman Filter based on the simplified drift flux model was used to estimate the states. It is found that both observers are capable to identify the states with some differences in performance and drift flux model is sufficient for estimation of parameters and states.
引用
收藏
页数:14
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