Network-based process control and improvements with fuzzy time delay modulator

A. W. Saif; M. A. Akram

doi:10.1109/IEEM.2017.8290099

Network-based process control and improvements with fuzzy time delay modulator

A. W. Saif, M. A. Akram

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

One of the major drawbacks behind using data networks is their induced network delay effect in the control loop. This effect not only degrades the performance, but can also destabilize the controlled process. This paper proposes a fuzzy logic based control modulation technique for network based process control. The technique is based on modulating the control signal provided to the network based controlled process under the objective of overcoming network delays besides maintaining the stability and controlling the performance as much as possible. The proposed technique, which can be used with any type of process controller, is illustrated via application on a Jacketed Reactor Control process.

Original language	English
Title of host publication	2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017
Publisher	IEEE Computer Society
Pages	1281-1285
Number of pages	5
ISBN (Electronic)	9781538609484
DOIs	https://doi.org/10.1109/IEEM.2017.8290099
State	Published - 2 Jul 2017

Publication series

Name	IEEE International Conference on Industrial Engineering and Engineering Management
Volume	2017-December
ISSN (Print)	2157-3611
ISSN (Electronic)	2157-362X

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

Keywords

Data network
PID controller
fuzzy logic
network based control
process control
time delay

ASJC Scopus subject areas

Business, Management and Accounting (miscellaneous)
Industrial and Manufacturing Engineering
Safety, Risk, Reliability and Quality

Access to Document

10.1109/IEEM.2017.8290099

Cite this

Saif, A. W., & Akram, M. A. (2017). Network-based process control and improvements with fuzzy time delay modulator. In 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017 (pp. 1281-1285). (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2017-December). IEEE Computer Society. https://doi.org/10.1109/IEEM.2017.8290099

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title = "Network-based process control and improvements with fuzzy time delay modulator",

abstract = "One of the major drawbacks behind using data networks is their induced network delay effect in the control loop. This effect not only degrades the performance, but can also destabilize the controlled process. This paper proposes a fuzzy logic based control modulation technique for network based process control. The technique is based on modulating the control signal provided to the network based controlled process under the objective of overcoming network delays besides maintaining the stability and controlling the performance as much as possible. The proposed technique, which can be used with any type of process controller, is illustrated via application on a Jacketed Reactor Control process.",

keywords = "Data network, PID controller, fuzzy logic, network based control, process control, time delay",

author = "Saif, \{A. W.\} and Akram, \{M. A.\}",

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doi = "10.1109/IEEM.2017.8290099",

language = "English",

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Saif, AW & Akram, MA 2017, Network-based process control and improvements with fuzzy time delay modulator. in 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017. IEEE International Conference on Industrial Engineering and Engineering Management, vol. 2017-December, IEEE Computer Society, pp. 1281-1285. https://doi.org/10.1109/IEEM.2017.8290099

Network-based process control and improvements with fuzzy time delay modulator. / Saif, A. W.; Akram, M. A.
2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017. IEEE Computer Society, 2017. p. 1281-1285 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - One of the major drawbacks behind using data networks is their induced network delay effect in the control loop. This effect not only degrades the performance, but can also destabilize the controlled process. This paper proposes a fuzzy logic based control modulation technique for network based process control. The technique is based on modulating the control signal provided to the network based controlled process under the objective of overcoming network delays besides maintaining the stability and controlling the performance as much as possible. The proposed technique, which can be used with any type of process controller, is illustrated via application on a Jacketed Reactor Control process.

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Network-based process control and improvements with fuzzy time delay modulator

Abstract

Publication series

Bibliographical note

Keywords

ASJC Scopus subject areas

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Cite this