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 t...

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Main Authors: Rahmat, Mohd Fua'ad, Rahmat, Mohd Fuaad, Abdul Wahab, Norhaliza, Che Razali, Mashitah, Gaya, Muhammad Sani, Samsudin, Sharatul Izah
Format: Article
Language:English
Published: Universiti Teknologi Malaysia 2014
Online Access:http://eprints.utem.edu.my/id/eprint/21062/2/JTec_Decentralized_Adaptive_PI.pdf
http://eprints.utem.edu.my/id/eprint/21062/
https://journals.utm.my/jurnalteknologi/article/view/2837/2132
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spelling my.utem.eprints.210622021-07-13T10:24:20Z http://eprints.utem.edu.my/id/eprint/21062/ Decentralized Adaptive Pi With Adaptive Interaction Algorithm Of Wastewater Treatment Plant Rahmat, Mohd Fua'ad Rahmat, Mohd Fuaad Abdul Wahab, Norhaliza Che Razali, Mashitah Gaya, Muhammad Sani Samsudin, Sharatul Izah 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. Universiti Teknologi Malaysia 2014-01 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/21062/2/JTec_Decentralized_Adaptive_PI.pdf Rahmat, Mohd Fua'ad and Rahmat, Mohd Fuaad and Abdul Wahab, Norhaliza and Che Razali, Mashitah and Gaya, Muhammad Sani and Samsudin, Sharatul Izah (2014) Decentralized Adaptive Pi With Adaptive Interaction Algorithm Of Wastewater Treatment Plant. Jurnal Teknologi , 67. pp. 15-21. ISSN 2180-3722 https://journals.utm.my/jurnalteknologi/article/view/2837/2132 DOI: https://doi.org/10.11113/jt.v67.2837
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
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
Rahmat, Mohd Fuaad
Abdul Wahab, Norhaliza
Che Razali, Mashitah
Gaya, Muhammad Sani
Samsudin, Sharatul Izah
spellingShingle Rahmat, Mohd Fua'ad
Rahmat, Mohd Fuaad
Abdul Wahab, Norhaliza
Che Razali, Mashitah
Gaya, Muhammad Sani
Samsudin, Sharatul Izah
Decentralized Adaptive Pi With Adaptive Interaction Algorithm Of Wastewater Treatment Plant
author_facet Rahmat, Mohd Fua'ad
Rahmat, Mohd Fuaad
Abdul Wahab, Norhaliza
Che Razali, Mashitah
Gaya, Muhammad Sani
Samsudin, Sharatul Izah
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 Universiti Teknologi Malaysia
publishDate 2014
url http://eprints.utem.edu.my/id/eprint/21062/2/JTec_Decentralized_Adaptive_PI.pdf
http://eprints.utem.edu.my/id/eprint/21062/
https://journals.utm.my/jurnalteknologi/article/view/2837/2132
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score 13.160551