Response Surface Methodology: A Review on Optimization of Adsorption Studies
Simon Bbumba, Moses Kigozi, Jackline Nabatanzi, Ibrahim Karume, Chinaecherem Tochukwu Arum, Hussein Kisiki Nsamba, Ivan Kiganda, Moses Murungi, John Ssekatawa, Resty Alexandria Nazziwa
Asian Journal of Chemical Sciences · pp. 106–113 · Published 11 Nov 2024
10.9734/ajocs/2024/v14i6338Abstract
Herein, we reviewed response surface methodology (RSM), a powerful statistical tool widely used in optimizing adsorption processes to remove synthetic dyes, toxic heavy metals, and phenols from wastewater. The widely used RSM models during optimization are the central composite design and Box-Behnken, which are second-order polynomial models. The models give a predictive insight into the number of experimental runs to be carried out. Furthermore, an in-depth overview of RSM and its application in optimizing various adsorption parameters, such as adsorbent dosage, initial pollutant concentration, contact time, and pH is discussed. In addition, RSM enables researchers to efficiently determine the optimal conditions for maximum pollutant removal. Lastly, the findings of this research highlight the potential of RSM as a valuable tool for optimizing adsorption processes and contributing to sustainable water treatment technologies.
Cited by 22
G. Gana, S. Prashant, Poornachandra Pandit · Scientific Reports · 2026
S. Bbumba, Ibrahim Karume · Scientific Reports · 2026
Mohd Faizal Ali Akhbar, S. Jamaludin, Suriani Mat Jusoh · Proceedings of the Institution of mechanical engineers. Part H, journal of engineering in medicine · 2026
S. Bbumba, Ibrahim Karume, R. Kayiwa · BMC Chemistry · 2025
A. H. Bandegharaei, Alireza Asghari, Zeinab Elahimehr · Environmental Technology & Innovation · 2025
Khushboo Rathour, A. Sidhu · Biocatalysis and Agricultural Biotechnology · 2025
S. Bbumba, John Ssekatawa, Ibrahim Karume · BMC Chemistry · 2025
Yusur Yahia, Khalid T. Rashid, Mohammed Ahmed Shehab · RSC Advances · 2025
K. Otaif, Safa Mnefgui, E. Elgazzar · Inorganic Chemistry Communications · 2025
S. Bbumba, Moses Kigozi, Ibrahim Karume · Asian Journal of Applied Chemistry Research · 2025
Related research
- Phytochemical Analysis of Different Plant Extracts and their Inhibitory Effects on Aspergillus niger and Fusarium solani — shares topic coverage
- Psidium guajava L.: A Review on Its Role as Bioactive Compounds in Human Disease Management — shares topic coverage
- Development of Efficient and Selective Processes for the Synthesis of Commercially Important Chlorinated Phenols — shares topic coverage
- A New Rapid and Specific Iodination Reagent for Phenolic Compounds — shares topic coverage
- Changes in Activity of Phenylalanine Ammonia Lyase (PAL), Phenols and β 1, 3 Glucanase in Crossandra Plants affected by Fusarium incarnatum (Desm.) Sacc and treated with Bioagents, Organic Amendments, Silver Nanoparticles and Fungicide in Pot Culture — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
22
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.