Decentralized control for multi-input multi-output integrating processes

This thesis presents a decentralized PI/PID controller design scheme for Multi-Input Multi-Output (MIMO) integrating processes with time delays. A new loop pairing criterion is proposed for multi-loop control of MIMO integrating processes, based on a new interaction measurement method called relativ...

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Main Author: Ni, Wei
Other Authors: Cai Wenjian
Format: Theses and Dissertations
Language:English
Published: 2010
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Online Access:https://hdl.handle.net/10356/41503
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-415032023-07-04T16:12:16Z Decentralized control for multi-input multi-output integrating processes Ni, Wei Cai Wenjian Xie Lihua School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering This thesis presents a decentralized PI/PID controller design scheme for Multi-Input Multi-Output (MIMO) integrating processes with time delays. A new loop pairing criterion is proposed for multi-loop control of MIMO integrating processes, based on a new interaction measurement method called relative effective gain array (REGA) / relative normalized gain array (RNGA). Compared with its counterparts such as RGA or DRGA, this novel loop pairing technique considers not only the steady-state information but also the transient information of the process. It also comprehensively reflects the dynamic interactions among individual loops without requiring specification of the controller type and with a relatively low computational load. Based on the loop pairing results of a certain multivariable process, its Equivalent Transfer Function (ETF) matrix is then derived for the design of decentralized control systems. The ETF of a process in a certain loop represents the approximation of its transfer function when other loops are closed, and reflects the dynamic changes of the process when other loops are closed. A decentralized controller is then designed based on the ETF matrix. This design scheme guarantees the stability, causality, properness and compatibility of the overall control configuration for MIMO integrating processes. The REGA/RNGA-based design method is simple, straightforward and easy to understand for field control engineers. A few industrial MIMO integrating processes are presented to demonstrate the advantages of the method in terms of simplicity in design and effectiveness in control system performance. MASTER OF ENGINEERING (EEE) 2010-07-15T04:06:31Z 2010-07-15T04:06:31Z 2010 2010 Thesis Ni, W. (2010). Decentralized control for multi-input multi-output integrating processes. Master’s thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/41503 10.32657/10356/41503 en 136 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::Electrical and electronic engineering::Control and instrumentation::Control engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
Ni, Wei
Decentralized control for multi-input multi-output integrating processes
description This thesis presents a decentralized PI/PID controller design scheme for Multi-Input Multi-Output (MIMO) integrating processes with time delays. A new loop pairing criterion is proposed for multi-loop control of MIMO integrating processes, based on a new interaction measurement method called relative effective gain array (REGA) / relative normalized gain array (RNGA). Compared with its counterparts such as RGA or DRGA, this novel loop pairing technique considers not only the steady-state information but also the transient information of the process. It also comprehensively reflects the dynamic interactions among individual loops without requiring specification of the controller type and with a relatively low computational load. Based on the loop pairing results of a certain multivariable process, its Equivalent Transfer Function (ETF) matrix is then derived for the design of decentralized control systems. The ETF of a process in a certain loop represents the approximation of its transfer function when other loops are closed, and reflects the dynamic changes of the process when other loops are closed. A decentralized controller is then designed based on the ETF matrix. This design scheme guarantees the stability, causality, properness and compatibility of the overall control configuration for MIMO integrating processes. The REGA/RNGA-based design method is simple, straightforward and easy to understand for field control engineers. A few industrial MIMO integrating processes are presented to demonstrate the advantages of the method in terms of simplicity in design and effectiveness in control system performance.
author2 Cai Wenjian
author_facet Cai Wenjian
Ni, Wei
format Theses and Dissertations
author Ni, Wei
author_sort Ni, Wei
title Decentralized control for multi-input multi-output integrating processes
title_short Decentralized control for multi-input multi-output integrating processes
title_full Decentralized control for multi-input multi-output integrating processes
title_fullStr Decentralized control for multi-input multi-output integrating processes
title_full_unstemmed Decentralized control for multi-input multi-output integrating processes
title_sort decentralized control for multi-input multi-output integrating processes
publishDate 2010
url https://hdl.handle.net/10356/41503
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