![](/images/graphics-bg.png)
A GODFIP Control Algorithm for an IRC Grain Dryer
Joint Authors
Zhou, Xiaoguang
Dai, Aini
Liu, Xiangdong
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-09-20
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Drying is an energy intensive and complex nonlinear process and it is difficult to control and make the traditional control meet the challenges.
In order to effectively control the output grain moisture content of a combined infrared radiation and convection (IRC) grain dryer, taking into account the superiority of the fuzzy control method in dealing with complex systems, in this article, a genetic optimization dual fuzzy immune PID (Proportional-Integral-Derivative) (GODFIP) controller was proposed from the aspects of energy savings, stability, accuracy, and rapidity.
The structure of the GODFIP controller consists of two fuzzy controllers, a PID controller, an immune algorithm, and a genetic optimization algorithm.
In addition, a NARX model which can give relatively good predictive output information of the IRC dryer was established and used to represent the actual drying process to verify the control performance in the control simulation and anti-interference tests.
The effectiveness of this controller was demonstrated by computer simulations, and the anti-interference performance comparative study with the other controllers further confirmed the superiority of the proposed grain drying controller which has the least value of performance objective function, the shortest rising time, and the best anti-interference ability compared to the other three compared controllers.
American Psychological Association (APA)
Dai, Aini& Zhou, Xiaoguang& Liu, Xiangdong. 2017. A GODFIP Control Algorithm for an IRC Grain Dryer. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1189512
Modern Language Association (MLA)
Dai, Aini…[et al.]. A GODFIP Control Algorithm for an IRC Grain Dryer. Mathematical Problems in Engineering No. 2017 (2017), pp.1-14.
https://search.emarefa.net/detail/BIM-1189512
American Medical Association (AMA)
Dai, Aini& Zhou, Xiaoguang& Liu, Xiangdong. A GODFIP Control Algorithm for an IRC Grain Dryer. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1189512
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1189512