A direct adaptive generalized predictive control algorithm for MIMO systems

The air precooling system heat exchange process is a complex control system with features such as: nonlinear, lag and random interference. So choose Generalized Predictive Control Algorithm that has low model dependence, good robustness and control effect, as well as easy to implement. But due to the large amount of calculation of traditional generalized predictive control and can't juggle quickness and overshoot problem, an improved generalized predictive control algorithm is proposed, then carry out the MATLAB simulation, the experimental results show that the algorithm can not only greatly reduce the amount of computation, but also can restrain the overshoot and its rapidity.

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A Novel Generalized Predictive Control Algorithm with Online Tuning Maximal Output Increment Based on BP Neural Network

2009 Second International Conference on Intelligent Computation Technology and Automation ◽

10.1109/icicta.2009.14 ◽

2009 ◽

Author(s):

Xialai Wu ◽

Aiping Yang ◽

Wenzhan Dai

Keyword(s):

Neural Network ◽

Predictive Control ◽

Bp Neural Network ◽

Control Algorithm ◽

Generalized Predictive Control ◽

Maximal Output ◽

Online Tuning

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Simulation Study of the Generalized Predictive Control Algorithm Based on BP MFN¿s Model

2006 8th international Conference on Signal Processing ◽

10.1109/icosp.2006.345914 ◽

2006 ◽

Author(s):

Xinxin Wang ◽

Dongcai Qu ◽

Dehai Yu

Keyword(s):

Predictive Control ◽

Simulation Study ◽

Control Algorithm ◽

Generalized Predictive Control ◽

S Model

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An improved multivariable generalized predictive control algorithm for direct performance control of gas turbine engine

Aerospace Science and Technology ◽

10.1016/j.ast.2019.105576 ◽

2020 ◽

Vol 99 ◽

pp. 105576 ◽

Cited By ~ 1

Author(s):

Xin Zhou ◽

Feng Lu ◽

Wenxiang Zhou ◽

Jinquan Huang

Keyword(s):

Gas Turbine ◽

Predictive Control ◽

Control Algorithm ◽

Gas Turbine Engine ◽

Generalized Predictive Control ◽

Performance Control ◽

Turbine Engine

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On a generalized predictive control algorithm

Systems & Control Letters ◽

10.1016/0167-6911(87)90065-x ◽

1987 ◽

Vol 9 (5) ◽

pp. 369-377 ◽

Cited By ~ 18

Author(s):

R Gorez ◽

V Wertz ◽

Zhu Kuan-Yi

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Generalized Predictive Control

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A fast generalized predictive control algorithm for the typical industrial processes

Proceedings of the 4th World Congress on Intelligent Control and Automation (Cat. No.02EX527) ◽

10.1109/wcica.2002.1021525 ◽

2003 ◽

Cited By ~ 1

Author(s):

Min Xu ◽

Shao-Yuan Li

Keyword(s):

Predictive Control ◽

Control Algorithm ◽

Industrial Processes ◽

Generalized Predictive Control

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A generalized predictive control benchmark index for MIMO systems

Proceedings of the International Conference on Control Applications ◽

10.1109/cca.2002.1038778 ◽

2003 ◽

Cited By ~ 2

Author(s):

D. Uduehi ◽

A. Ordys ◽

M.J. Grimble

Keyword(s):

Predictive Control ◽

Mimo Systems ◽

Generalized Predictive Control

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A Nonlinear System Research Based on PID General Algorithm Control

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.740.51 ◽

2013 ◽

Vol 740 ◽

pp. 51-55

Author(s):

Yu Bao Hou ◽

Shu Yan Tang

Keyword(s):

Nonlinear System ◽

Control Systems ◽

Predictive Control ◽

Control Algorithm ◽

General Algorithm ◽

Generalized Predictive Control ◽

System Research ◽

Control Quality

Generalized predictive control (GPC) algorithm has been applied to all kinds of industry control systems. But systemic and effective method for nonlinear system has not been found.To this problem,this paper integrates the characteristics of PID technology and GPC,present a PID generalized predicitive control algorithm for a class of nonlinear system,and improves the control quality of the system.

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