Comparison of decentralized pid controller tuning methods.

In controlling multivariable systems exist in most industrial processes, multivariable control methods are implemented to achieve desirable performances. Control strategy such as the decentralized control is usually preferred for multivariable system since less complexity is encountered as compared...

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Main Author: Choo, Wei Qiang.
Other Authors: Vinay Kumar Kariwala
Format: Final Year Project
Language:English
Published: 2009
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Online Access:http://hdl.handle.net/10356/15667
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-156672023-03-03T15:37:46Z Comparison of decentralized pid controller tuning methods. Choo, Wei Qiang. Vinay Kumar Kariwala School of Chemical and Biomedical Engineering DRNTU::Engineering::Chemical engineering::Processes and operations In controlling multivariable systems exist in most industrial processes, multivariable control methods are implemented to achieve desirable performances. Control strategy such as the decentralized control is usually preferred for multivariable system since less complexity is encountered as compared to fully centralized controller. The aim of this report is to present several analytical decentralized Proportional-Integral-Derivative (PID) controller tuning methods which are simple, effective and result in good closed-loop behavior of multivariable systems. The various methods considered are independent method such as the Effective Transfer Function (ETF) method, detuning method such as Biggest Log-modulus Tuning (BLT) method and sequential loop closing method such as Sequential SIMC method. Based on total variation (TV), integral of absolute error (IAE) and peak of closed-loop sensitivity function, the performance of the different tuning methods are evaluated and compared where setpoint tracking, disturbance rejections and robustness were considered respectively. Through the investigation of the results of controller performances for 2 x 2, 3 x 3 and 4 x 4 systems, recommendations are provided for selecting the optimal design method. The report also includes the algorithms implemented in MATLAB® which enable controllers design parameters to be determined efficiently, thus reducing computational time for future controller performance studies done on other systems. Bachelor of Engineering (Chemical and Biomolecular Engineering) 2009-05-14T01:37:08Z 2009-05-14T01:37:08Z 2009 2009 Final Year Project (FYP) http://hdl.handle.net/10356/15667 en Nanyang Technological University 78 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Chemical engineering::Processes and operations
spellingShingle DRNTU::Engineering::Chemical engineering::Processes and operations
Choo, Wei Qiang.
Comparison of decentralized pid controller tuning methods.
description In controlling multivariable systems exist in most industrial processes, multivariable control methods are implemented to achieve desirable performances. Control strategy such as the decentralized control is usually preferred for multivariable system since less complexity is encountered as compared to fully centralized controller. The aim of this report is to present several analytical decentralized Proportional-Integral-Derivative (PID) controller tuning methods which are simple, effective and result in good closed-loop behavior of multivariable systems. The various methods considered are independent method such as the Effective Transfer Function (ETF) method, detuning method such as Biggest Log-modulus Tuning (BLT) method and sequential loop closing method such as Sequential SIMC method. Based on total variation (TV), integral of absolute error (IAE) and peak of closed-loop sensitivity function, the performance of the different tuning methods are evaluated and compared where setpoint tracking, disturbance rejections and robustness were considered respectively. Through the investigation of the results of controller performances for 2 x 2, 3 x 3 and 4 x 4 systems, recommendations are provided for selecting the optimal design method. The report also includes the algorithms implemented in MATLAB® which enable controllers design parameters to be determined efficiently, thus reducing computational time for future controller performance studies done on other systems.
author2 Vinay Kumar Kariwala
author_facet Vinay Kumar Kariwala
Choo, Wei Qiang.
format Final Year Project
author Choo, Wei Qiang.
author_sort Choo, Wei Qiang.
title Comparison of decentralized pid controller tuning methods.
title_short Comparison of decentralized pid controller tuning methods.
title_full Comparison of decentralized pid controller tuning methods.
title_fullStr Comparison of decentralized pid controller tuning methods.
title_full_unstemmed Comparison of decentralized pid controller tuning methods.
title_sort comparison of decentralized pid controller tuning methods.
publishDate 2009
url http://hdl.handle.net/10356/15667
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