Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant

Wastewater treatment plant (WWTP) is highly known with the variation and uncertainty of the parameters, making them a challenge to be tuned and controlled. In this paper, an adaptive decentralized PI controller is developed for nonlinear activated sludge WWTP. The work is highlighted in auto-tuning...

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Main Authors: Rahmat, Mohd Fua’ad, Samsudin, Sharatul Izah, Abdul Wahab, Norhaliza, Che Razali, Mashitah, Gaya, Muhammad Sani
Format: Article
Language:English
Published: Penerbit UTM 2014
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Online Access:http://eprints.utm.my/id/eprint/52290/1/Mohd.Fua%27adRahmat2014_DecentralizedadaptivePI.pdf
http://eprints.utm.my/id/eprint/52290/
http://dx.doi.org/10.11113/jt.v67.2837
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spelling my.utm.522902018-09-17T04:01:37Z http://eprints.utm.my/id/eprint/52290/ Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant Rahmat, Mohd Fua’ad Samsudin, Sharatul Izah Abdul Wahab, Norhaliza Che Razali, Mashitah Gaya, Muhammad Sani TK Electrical engineering. Electronics Nuclear engineering Wastewater treatment plant (WWTP) is highly known with the variation and uncertainty of the parameters, making them a challenge to be tuned and controlled. In this paper, an adaptive decentralized PI controller is developed for nonlinear activated sludge WWTP. The work is highlighted in auto-tuning the PI control parameters in satisfying straighten effluent quality and hence optimizing the nitrogen removal. The PI controller parameters are obtained by using simple updating algorithm developed based on adaptive interaction theory. The error function is minimized directly by approximate Frechet tuning algorithm without explicit estimation of the model. The effectiveness of the proposed controller is then validated by comparing the performance of activated sludge process to the benchmark PI under three different weather conditions with realistic variations in influent flow rate and composition. The algorithm is effectively applied in activated sludge system with improved dynamic performances in effluent quality index and energy consumed of Benchmark Simulation Model No.1 Penerbit UTM 2014 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/52290/1/Mohd.Fua%27adRahmat2014_DecentralizedadaptivePI.pdf Rahmat, Mohd Fua’ad and Samsudin, Sharatul Izah and Abdul Wahab, Norhaliza and Che Razali, Mashitah and Gaya, Muhammad Sani (2014) Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant. Jurnal Teknologi (Sciences and Engineering), 67 (5). pp. 15-21. ISSN 0127-9696 http://dx.doi.org/10.11113/jt.v67.2837 DOI: 10.11113/jt.v67.2837
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Rahmat, Mohd Fua’ad
Samsudin, Sharatul Izah
Abdul Wahab, Norhaliza
Che Razali, Mashitah
Gaya, Muhammad Sani
Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant
description Wastewater treatment plant (WWTP) is highly known with the variation and uncertainty of the parameters, making them a challenge to be tuned and controlled. In this paper, an adaptive decentralized PI controller is developed for nonlinear activated sludge WWTP. The work is highlighted in auto-tuning the PI control parameters in satisfying straighten effluent quality and hence optimizing the nitrogen removal. The PI controller parameters are obtained by using simple updating algorithm developed based on adaptive interaction theory. The error function is minimized directly by approximate Frechet tuning algorithm without explicit estimation of the model. The effectiveness of the proposed controller is then validated by comparing the performance of activated sludge process to the benchmark PI under three different weather conditions with realistic variations in influent flow rate and composition. The algorithm is effectively applied in activated sludge system with improved dynamic performances in effluent quality index and energy consumed of Benchmark Simulation Model No.1
format Article
author Rahmat, Mohd Fua’ad
Samsudin, Sharatul Izah
Abdul Wahab, Norhaliza
Che Razali, Mashitah
Gaya, Muhammad Sani
author_facet Rahmat, Mohd Fua’ad
Samsudin, Sharatul Izah
Abdul Wahab, Norhaliza
Che Razali, Mashitah
Gaya, Muhammad Sani
author_sort Rahmat, Mohd Fua’ad
title Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant
title_short Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant
title_full Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant
title_fullStr Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant
title_full_unstemmed Decentralized adaptive PI with adaptive interaction algorithm of wastewater treatment plant
title_sort decentralized adaptive pi with adaptive interaction algorithm of wastewater treatment plant
publisher Penerbit UTM
publishDate 2014
url http://eprints.utm.my/id/eprint/52290/1/Mohd.Fua%27adRahmat2014_DecentralizedadaptivePI.pdf
http://eprints.utm.my/id/eprint/52290/
http://dx.doi.org/10.11113/jt.v67.2837
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score 13.159267