Cargando…
Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment
A large amount of wastewater is directly discharged into water bodies without treatment, causing surface water contamination. A rotating biological contactor (RBC) is an attached biological wastewater treatment process that offers a low energy footprint. However, its unstable removal efficiency make...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8950539/ https://www.ncbi.nlm.nih.gov/pubmed/35323746 http://dx.doi.org/10.3390/membranes12030271 |
_version_ | 1784675165383163904 |
---|---|
author | Waqas, Sharjeel Harun, Noorfidza Yub Bilad, Muhammad Roil Samsuri, Taufik Nordin, Nik Abdul Hadi Md Shamsuddin, Norazanita Nandiyanto, Asep Bayu Dani Huda, Nurul Roslan, Jumardi |
author_facet | Waqas, Sharjeel Harun, Noorfidza Yub Bilad, Muhammad Roil Samsuri, Taufik Nordin, Nik Abdul Hadi Md Shamsuddin, Norazanita Nandiyanto, Asep Bayu Dani Huda, Nurul Roslan, Jumardi |
author_sort | Waqas, Sharjeel |
collection | PubMed |
description | A large amount of wastewater is directly discharged into water bodies without treatment, causing surface water contamination. A rotating biological contactor (RBC) is an attached biological wastewater treatment process that offers a low energy footprint. However, its unstable removal efficiency makes it less popular. This study optimized operating parameters in RBC combined with external membrane filtration (RBC-ME), in which the latter acted as a post-treatment step to stabilize the biological performance. Response surface methodology (RSM) was employed to optimize the biological and filtration performance by exploiting three parameters, namely disk rotation, hydraulic retention time (HRT), and sludge retention time (SRT). Results show that the RBC-ME exhibited superior biological treatment capacity and higher effluent quality compared to stand-alone RBC. It attained 87.9 ± 3.2% of chemical oxygen demand, 45.2 ± 0.7% total nitrogen, 97.9 ± 0.1% turbidity, and 98.9 ± 1.1% ammonia removals. The RSM showed a good agreement between the model and the experimental data. The maximum permeability of 144.6 L/m(2) h bar could be achieved under the optimum parameters of 36.1 rpm disk rotation, 18 h HRT, and 14.9 d SRT. This work demonstrated the effective use of statistical modeling to enhance RBC-ME system performance to obtain a sustainable and energy-efficient condition. |
format | Online Article Text |
id | pubmed-8950539 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89505392022-03-26 Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment Waqas, Sharjeel Harun, Noorfidza Yub Bilad, Muhammad Roil Samsuri, Taufik Nordin, Nik Abdul Hadi Md Shamsuddin, Norazanita Nandiyanto, Asep Bayu Dani Huda, Nurul Roslan, Jumardi Membranes (Basel) Article A large amount of wastewater is directly discharged into water bodies without treatment, causing surface water contamination. A rotating biological contactor (RBC) is an attached biological wastewater treatment process that offers a low energy footprint. However, its unstable removal efficiency makes it less popular. This study optimized operating parameters in RBC combined with external membrane filtration (RBC-ME), in which the latter acted as a post-treatment step to stabilize the biological performance. Response surface methodology (RSM) was employed to optimize the biological and filtration performance by exploiting three parameters, namely disk rotation, hydraulic retention time (HRT), and sludge retention time (SRT). Results show that the RBC-ME exhibited superior biological treatment capacity and higher effluent quality compared to stand-alone RBC. It attained 87.9 ± 3.2% of chemical oxygen demand, 45.2 ± 0.7% total nitrogen, 97.9 ± 0.1% turbidity, and 98.9 ± 1.1% ammonia removals. The RSM showed a good agreement between the model and the experimental data. The maximum permeability of 144.6 L/m(2) h bar could be achieved under the optimum parameters of 36.1 rpm disk rotation, 18 h HRT, and 14.9 d SRT. This work demonstrated the effective use of statistical modeling to enhance RBC-ME system performance to obtain a sustainable and energy-efficient condition. MDPI 2022-02-27 /pmc/articles/PMC8950539/ /pubmed/35323746 http://dx.doi.org/10.3390/membranes12030271 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Waqas, Sharjeel Harun, Noorfidza Yub Bilad, Muhammad Roil Samsuri, Taufik Nordin, Nik Abdul Hadi Md Shamsuddin, Norazanita Nandiyanto, Asep Bayu Dani Huda, Nurul Roslan, Jumardi Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment |
title | Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment |
title_full | Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment |
title_fullStr | Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment |
title_full_unstemmed | Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment |
title_short | Response Surface Methodology for Optimization of Rotating Biological Contactor Combined with External Membrane Filtration for Wastewater Treatment |
title_sort | response surface methodology for optimization of rotating biological contactor combined with external membrane filtration for wastewater treatment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8950539/ https://www.ncbi.nlm.nih.gov/pubmed/35323746 http://dx.doi.org/10.3390/membranes12030271 |
work_keys_str_mv | AT waqassharjeel responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT harunnoorfidzayub responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT biladmuhammadroil responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT samsuritaufik responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT nordinnikabdulhadimd responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT shamsuddinnorazanita responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT nandiyantoasepbayudani responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT hudanurul responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment AT roslanjumardi responsesurfacemethodologyforoptimizationofrotatingbiologicalcontactorcombinedwithexternalmembranefiltrationforwastewatertreatment |