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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
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