Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control Process
This paper presents the real-time implementation of a fuzzy coordinated classical PI control scheme for controlling the pressure in a pilot pressure tank system. The fuzzy system has been designed to track the variation parameters in a feedback loop and tune the classical controller to achieve a bet...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2008-01-01
|
| Series: | Advances in Fuzzy Systems |
| Online Access: | http://dx.doi.org/10.1155/2008/691808 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832551793814405120 |
|---|---|
| author | N. Kanagaraj P. Sivashanmugam S. Paramasivam |
| author_facet | N. Kanagaraj P. Sivashanmugam S. Paramasivam |
| author_sort | N. Kanagaraj |
| collection | DOAJ |
| description | This paper presents the real-time implementation of a fuzzy coordinated classical PI control scheme for controlling the pressure in a pilot pressure tank system. The fuzzy system has been designed to track the variation parameters in a feedback loop and tune the classical controller to achieve a better control action for load disturbances and set point changes. The error and process inputs are chosen as the inputs of fuzzy system to tune the conventional PI controller according to the process condition. This online conventional controller tuning technique will reduce the human involvement in controller tuning and increase the operating range of the conventional controller. The proposed control algorithm is experimentally implemented for the real-time pressure control of a pilot air tank system and validated using a high-speed 32-bit ARM7 embedded microcontroller board (ATMEL AT91M55800A). To demonstrate the performance of the fuzzy coordinated PI control scheme, results are compared with a classical PI and PI-type fuzzy control method. It is observed that the proposed controller structure is able to quickly track the parameter variation and perform better in load disturbances and also for set point changes. |
| format | Article |
| id | doaj-art-3193a49cd2ed4c189eae7a87dcb6a309 |
| institution | Kabale University |
| issn | 1687-7101 1687-711X |
| language | English |
| publishDate | 2008-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Fuzzy Systems |
| spelling | doaj-art-3193a49cd2ed4c189eae7a87dcb6a3092025-02-03T06:00:30ZengWileyAdvances in Fuzzy Systems1687-71011687-711X2008-01-01200810.1155/2008/691808691808Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control ProcessN. Kanagaraj0P. Sivashanmugam1S. Paramasivam2Department of Chemical Engineering, National Institute of Technology, Tiruchirappalli 620015, IndiaDepartment of Chemical Engineering, National Institute of Technology, Tiruchirappalli 620015, IndiaESAB Engineering Service Ltd., Chennai 600 034, Tamil Nadu, IndiaThis paper presents the real-time implementation of a fuzzy coordinated classical PI control scheme for controlling the pressure in a pilot pressure tank system. The fuzzy system has been designed to track the variation parameters in a feedback loop and tune the classical controller to achieve a better control action for load disturbances and set point changes. The error and process inputs are chosen as the inputs of fuzzy system to tune the conventional PI controller according to the process condition. This online conventional controller tuning technique will reduce the human involvement in controller tuning and increase the operating range of the conventional controller. The proposed control algorithm is experimentally implemented for the real-time pressure control of a pilot air tank system and validated using a high-speed 32-bit ARM7 embedded microcontroller board (ATMEL AT91M55800A). To demonstrate the performance of the fuzzy coordinated PI control scheme, results are compared with a classical PI and PI-type fuzzy control method. It is observed that the proposed controller structure is able to quickly track the parameter variation and perform better in load disturbances and also for set point changes.http://dx.doi.org/10.1155/2008/691808 |
| spellingShingle | N. Kanagaraj P. Sivashanmugam S. Paramasivam Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control Process Advances in Fuzzy Systems |
| title | Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control Process |
| title_full | Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control Process |
| title_fullStr | Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control Process |
| title_full_unstemmed | Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control Process |
| title_short | Fuzzy Coordinated PI Controller: Application to the Real-Time Pressure Control Process |
| title_sort | fuzzy coordinated pi controller application to the real time pressure control process |
| url | http://dx.doi.org/10.1155/2008/691808 |
| work_keys_str_mv | AT nkanagaraj fuzzycoordinatedpicontrollerapplicationtotherealtimepressurecontrolprocess AT psivashanmugam fuzzycoordinatedpicontrollerapplicationtotherealtimepressurecontrolprocess AT sparamasivam fuzzycoordinatedpicontrollerapplicationtotherealtimepressurecontrolprocess |