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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,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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. |
format | Online Article Text |
id | pubmed-10582178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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