Cover Image

Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System

The performance of a wireless industrial process plant is affected by wired and wireless link's reliability. While recent related works focus mainly on wireless link's reliability, this paper focuses on wired link's reliability between the controller and the wireless highway addressab...

Full description

Saved in:
Bibliographic Details
Main Authors: Chung, T.D., Ibrahim, R.B., Asirvadam, V.S., Saad, N.B., Hassan, S.M.
Format: Article
Published: Institute of Electrical and Electronics Engineers Inc. 2016
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84981215202&doi=10.1109%2fTIM.2016.2516321&partnerID=40&md5=cd4b1cc599c5657706d169ed34cfd992
http://eprints.utp.edu.my/25593/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utp.eprints.25593
record_format eprints
spelling my.utp.eprints.255932021-08-27T09:05:01Z Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System Chung, T.D. Ibrahim, R.B. Asirvadam, V.S. Saad, N.B. Hassan, S.M. The performance of a wireless industrial process plant is affected by wired and wireless link's reliability. While recent related works focus mainly on wireless link's reliability, this paper focuses on wired link's reliability between the controller and the wireless highway addressable remote transducer (WirelessHART) node. In control application for a process plant with fast sampling, when the wired link delay is too short, message transmissions to the node could occur concurrently resulting in packet collision and packet dropout, thus leading to local contention. This can cause process plant with critical control application to be unstable. Therefore, this paper proposes an effective design of exponentially weighted moving average filter to mitigate the contention's effect and improve the process plant's performance. In order to make evident and validate the existence of local contention, an experiment is carried out using a WirelessHART device. From the experiment, the controller delay is 0.1475 s and the estimated packet dropout is 12.29. Simulation results with the designed filter show a significant improvement in process performance in terms of percentage of overshoot compared with performance of the process plant using traditionally optimized PID controller. © 2016 IEEE. Institute of Electrical and Electronics Engineers Inc. 2016 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84981215202&doi=10.1109%2fTIM.2016.2516321&partnerID=40&md5=cd4b1cc599c5657706d169ed34cfd992 Chung, T.D. and Ibrahim, R.B. and Asirvadam, V.S. and Saad, N.B. and Hassan, S.M. (2016) Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System. IEEE Transactions on Instrumentation and Measurement, 65 (4). pp. 836-845. http://eprints.utp.edu.my/25593/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description The performance of a wireless industrial process plant is affected by wired and wireless link's reliability. While recent related works focus mainly on wireless link's reliability, this paper focuses on wired link's reliability between the controller and the wireless highway addressable remote transducer (WirelessHART) node. In control application for a process plant with fast sampling, when the wired link delay is too short, message transmissions to the node could occur concurrently resulting in packet collision and packet dropout, thus leading to local contention. This can cause process plant with critical control application to be unstable. Therefore, this paper proposes an effective design of exponentially weighted moving average filter to mitigate the contention's effect and improve the process plant's performance. In order to make evident and validate the existence of local contention, an experiment is carried out using a WirelessHART device. From the experiment, the controller delay is 0.1475 s and the estimated packet dropout is 12.29. Simulation results with the designed filter show a significant improvement in process performance in terms of percentage of overshoot compared with performance of the process plant using traditionally optimized PID controller. © 2016 IEEE.
format Article
author Chung, T.D.
Ibrahim, R.B.
Asirvadam, V.S.
Saad, N.B.
Hassan, S.M.
spellingShingle Chung, T.D.
Ibrahim, R.B.
Asirvadam, V.S.
Saad, N.B.
Hassan, S.M.
Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System
author_facet Chung, T.D.
Ibrahim, R.B.
Asirvadam, V.S.
Saad, N.B.
Hassan, S.M.
author_sort Chung, T.D.
title Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System
title_short Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System
title_full Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System
title_fullStr Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System
title_full_unstemmed Adopting EWMA Filter on a Fast Sampling Wired Link Contention in WirelessHART Control System
title_sort adopting ewma filter on a fast sampling wired link contention in wirelesshart control system
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2016
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84981215202&doi=10.1109%2fTIM.2016.2516321&partnerID=40&md5=cd4b1cc599c5657706d169ed34cfd992
http://eprints.utp.edu.my/25593/
_version_ 1738656752038051840
score 13.211869

Similar Items