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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Universiti Teknologi Malaysia
2014
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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 |
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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. |
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Rahmat, Mohd Fua'ad Rahmat, Mohd Fuaad Abdul Wahab, Norhaliza Che Razali, Mashitah Gaya, Muhammad Sani Samsudin, Sharatul Izah |
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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 |
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Universiti Teknologi Malaysia |
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2014 |
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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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