2013
DOI: 10.1155/2013/937675
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The Application of Response Surface Methodology for Lead Ion Removal from Aqueous Solution Using Intercalated Tartrate-Mg-Al Layered Double Hydroxides

Abstract: Layered double hydroxide intercalated with tartrate (tartrate-Mg-Al) was used as an adsorbent to remove lead ions from aqueous solutions. The effects of various optimization parameters such as contact time, solution pH, lead ion concentrations, and adsorbent dosage were investigated by the use of Response Surface Methodology (RSM). The Response Surface Methodology (RSM) based on a four-level four-variable Central Composite Rotatable Design (CCRD) was employed to evaluate the interactive effects of the various … Show more

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Cited by 14 publications
(5 citation statements)
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“…Figures 8 and 9 displayed the surface plots of the expected response of the removal percentage of Na + and BO 3 −3 by Ca silicate-PO 4 NPs against two of the four studied parameters (pH, concentrations, contact time, and temperature); the other two parameters were set to be at the medium values. According to Yasin et al (2013), the diagram surface's height value determines the expected removal percentage response. Table 10, produced from the Minitab statistical software, displayed the anticipated optimum conditions (pH, concentrations, contact time, and temperature) for the removal percentage of Na + cation and BO 3 −3 .…”
Section: Discussionmentioning
confidence: 99%
“…Figures 8 and 9 displayed the surface plots of the expected response of the removal percentage of Na + and BO 3 −3 by Ca silicate-PO 4 NPs against two of the four studied parameters (pH, concentrations, contact time, and temperature); the other two parameters were set to be at the medium values. According to Yasin et al (2013), the diagram surface's height value determines the expected removal percentage response. Table 10, produced from the Minitab statistical software, displayed the anticipated optimum conditions (pH, concentrations, contact time, and temperature) for the removal percentage of Na + cation and BO 3 −3 .…”
Section: Discussionmentioning
confidence: 99%
“…Response Surface Methodology (RSM) is a technique used in this work to study the relationships between one or more measured responses on the one hand and a number of input factors on the other (9) . RSM can be represented in three dimensions showing the relationship between response and factors (10) . The estimated response in the composite rotatable design at a given point has a value which is dependent only on the distance of that point from the center of the design and not on the direction (11) fig (3).…”
Section: Figure (1) Deficiency and Toxicity Of Heavy Metalsmentioning
confidence: 99%
“…The primary goal of using RSM is to identify the optimum operating parameters for the process or an area that complies with the operating requirements [25]. By integrating RSM with a central composite design (CCD) approach to optimize all the influencing factors simultaneously, the limitations of standard analytical optimization methods may be completely removed [26].…”
Section: Introductionmentioning
confidence: 99%