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A novel fractional-order dead-time compensating controller for the wireless networks

Wireless technology is becoming increasingly critical in industrial environments in recent years, and the popular wireless standards are WirelessHART, ZigBee, WLAN and ISA100.11a, commonly used in closed-loop systems. However, wireless networks in closed-loop control experience packet loss or drops,...

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Autores principales: Devan, P. Arun Mozhi, Ibrahim, Rosdiazli, Omar, Madiah, Bingi, Kishore, Nagarajapandian, M., Abdulrab, Hakim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582178/
https://www.ncbi.nlm.nih.gov/pubmed/37848485
http://dx.doi.org/10.1038/s41598-023-44515-7
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author Devan, P. Arun Mozhi
Ibrahim, Rosdiazli
Omar, Madiah
Bingi, Kishore
Nagarajapandian, M.
Abdulrab, Hakim
author_facet Devan, P. Arun Mozhi
Ibrahim, Rosdiazli
Omar, Madiah
Bingi, Kishore
Nagarajapandian, M.
Abdulrab, Hakim
author_sort Devan, P. Arun Mozhi
collection PubMed
description Wireless technology is becoming increasingly critical in industrial environments in recent years, and the popular wireless standards are WirelessHART, ZigBee, WLAN and ISA100.11a, commonly used in closed-loop systems. However, wireless networks in closed-loop control experience packet loss or drops, system delay and data threats, leading to process instability and catastrophic system failure. To prevent such issues, it is necessary to implement dead-time compensation control. Traditional techniques like model predictive and predictive PI controllers are frequently employed. However, these methods’ performance is sluggish in wireless networks, with processes having long dead times and set-point variations, potentially affecting network and process performance. Therefore, this paper proposes a fractional calculus-based predictive PI compensator for wired and wireless networks in the process control industries. The proposed technique has been simulated and evaluated on industrial process models, including pressure, flow, and temperature, where measurement and control are carried out wirelessly. The wireless network’s performance has been evaluated based on packet loss, reduced throughput, and increased system latency. The proposed compensator outperformed traditional methods, demonstrating superior set-point tracking, disturbance rejection, and delay compensation characteristics in the performance evaluations of the first, second, and third-order systems. Overall, the findings indicate that the proposed compensator enhances wireless networks’ performance in the process control industry and improves system stability and reliability by reducing almost half of the overshoot and settling an average of 8.3927% faster than the conventional techniques in most of the systems.
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spelling pubmed-105821782023-10-19 A novel fractional-order dead-time compensating controller for the wireless networks Devan, P. Arun Mozhi Ibrahim, Rosdiazli Omar, Madiah Bingi, Kishore Nagarajapandian, M. Abdulrab, Hakim Sci Rep Article Wireless technology is becoming increasingly critical in industrial environments in recent years, and the popular wireless standards are WirelessHART, ZigBee, WLAN and ISA100.11a, commonly used in closed-loop systems. However, wireless networks in closed-loop control experience packet loss or drops, system delay and data threats, leading to process instability and catastrophic system failure. To prevent such issues, it is necessary to implement dead-time compensation control. Traditional techniques like model predictive and predictive PI controllers are frequently employed. However, these methods’ performance is sluggish in wireless networks, with processes having long dead times and set-point variations, potentially affecting network and process performance. Therefore, this paper proposes a fractional calculus-based predictive PI compensator for wired and wireless networks in the process control industries. The proposed technique has been simulated and evaluated on industrial process models, including pressure, flow, and temperature, where measurement and control are carried out wirelessly. The wireless network’s performance has been evaluated based on packet loss, reduced throughput, and increased system latency. The proposed compensator outperformed traditional methods, demonstrating superior set-point tracking, disturbance rejection, and delay compensation characteristics in the performance evaluations of the first, second, and third-order systems. Overall, the findings indicate that the proposed compensator enhances wireless networks’ performance in the process control industry and improves system stability and reliability by reducing almost half of the overshoot and settling an average of 8.3927% faster than the conventional techniques in most of the systems. Nature Publishing Group UK 2023-10-17 /pmc/articles/PMC10582178/ /pubmed/37848485 http://dx.doi.org/10.1038/s41598-023-44515-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Devan, P. Arun Mozhi
Ibrahim, Rosdiazli
Omar, Madiah
Bingi, Kishore
Nagarajapandian, M.
Abdulrab, Hakim
A novel fractional-order dead-time compensating controller for the wireless networks
title A novel fractional-order dead-time compensating controller for the wireless networks
title_full A novel fractional-order dead-time compensating controller for the wireless networks
title_fullStr A novel fractional-order dead-time compensating controller for the wireless networks
title_full_unstemmed A novel fractional-order dead-time compensating controller for the wireless networks
title_short A novel fractional-order dead-time compensating controller for the wireless networks
title_sort novel fractional-order dead-time compensating controller for the wireless networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582178/
https://www.ncbi.nlm.nih.gov/pubmed/37848485
http://dx.doi.org/10.1038/s41598-023-44515-7
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