A New Class of Second-Order Response Surface Designs

Alrweili, Hleil; Georgiou, S.; Stylianou, Stella

doi:10.1109/access.2020.3001621

Cited by 7 publications

(5 citation statements)

References 28 publications

(43 reference statements)

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Using the approach outlined in the section on block structure of Orthogonal matrices by Alrweili et al [ 9 ], we have generated new composed Orthogonal designs. Those designs consist of the blocks of known OD that are combined in such a way that they maintain their orthogonality.…”

Section: Design Componentsmentioning

confidence: 99%

See 1 more Smart Citation

New approaches on composite designs for Response Surface Methodology

Athanasaki,

Georgiou,

Stylianou

2024

PLoS ONE

Self Cite

View full text Add to dashboard Cite

Recent attention has increasingly focused on the significance of Definitive Screening Designs (DSDs), originally introduced by Jones and Nachtsheim (2011), as a compelling alternative to traditional designs bib Response Surface Methodology (RSM). This paper introduces two novel composite techniques aimed at enhancing design efficiency and elevating D-values. By utilizing orthogonal matrices and integrating axial components from either simple orthogonal designs or the block orthogonal designs detailed in the work of Alrweili et al. (2020), new design matrices are constructed based on established composite design principles. Notably, the novel designs presented in this manuscript surpass previously documented designs in the existing literature in terms of design efficiency and robustness.

show abstract

Section: Design Componentsmentioning

confidence: 99%

“…In scenarios involving an odd number of factors, Alrweili et al [ 9 ] presented the idea of a modified axial part structure that comprises blocks of pre-existing orthogonal designs. This necessitates the addition of an extra column and rows to maintain orthogonality.…”

Section: Introductionmentioning

confidence: 99%

New approaches on composite designs for Response Surface Methodology

Athanasaki,

Georgiou,

Stylianou

2024

PLoS ONE

Self Cite

View full text Add to dashboard Cite

show abstract

“…Therefore, some researchers have begun to use response surface design method to fit binomial and polynomial function relationships for the mutual influence of multicomponent reagent formulas in order to confirm the optimize formula components. Alrweilih et al (2020) optimized the response surface design method. Chaker et al (2021) optimized an efficient statistical modeling of response surface method and proposed a new photodegradation material of textile azo dyes.…”

Section: Introductionmentioning

confidence: 99%

Research on the optimization formula performance and dust reduction effect of mine dust suppressant based on response surface method

Gao,

Zhou,

Jin

et al. 2024

Adv. Geo-Energy Res.

View full text Add to dashboard Cite

In this study, sodium dodecyl benzene sulfonate, triton, guar gum and sodium polyacrylate are selected as the composite raw materials of dust suppressants through the determination of physical and chemical properties of single components. Design expert software is used to carry out the mixture design, the determination of experimental parameters and the response surface analysis of the sedimentation rate, evaporation resistance property, surface tension, contact angle of coal dust with the reagent. According to the response surface analysis results, the optimal ratio of the reagent has been determined, which is 39.8% for sodium dodecyl benzene sulfonate, 53% for triton, 3.9% for guar gum, and 3.3% for sodium polyacrylate. The results of infrared spectrum show that the dust suppressant had a significant effect on the content change of hydroxyl of hydrophilic functional groups of coal dust. The results of scanning electron microscope experiments show that the dust suppressor has good wetting and binding effects on coal dust. The toxicity test shows that the coal sample did not have the acute inhalation toxicity characteristics of hazardous waste. The dust reduction experiment in similar space shows that the dust reduction efficiency of this new dust suppressants is 95.3%, which is 28.1% and 10.2% higher than that of natural dust fall and water spray dust fall. The conclusions of this study are of great significance for improving the dust reduction efficiency of mine dust suppressants, the dust prevention technologies, the working environment of underground workers, and reducing the incidence of pneumoconiosis.

show abstract

“…Moreover, response surface methodology (RSM), a method combining statistics and mathematics, is extensively employed to identify and solve relationships between random variables and system responses of complex systems. In RSM, comprehensive statistical experimental techniques are used to assess the effects of multiple factors and their interactions on one or more response variables [25][26][27]. Hence, RSM combined with UAE is widely applied in extracting antioxidant compounds relevant to food science, technology, and medicine [28].…”

Section: Introductionmentioning

confidence: 99%

Optimum Parameters for Extracting Three Kinds of Carotenoids from Pepper Leaves by Response Surface Methodology

Ding

et al. 2021

Separations

View full text Add to dashboard Cite

To determine the optimum parameters for extracting three carotenoids including zeaxanthin, lutein epoxide, and violaxanthin from pepper leaves by response surface methodology (RSM), a solvent of acetone and ethyl acetate (1:2) was used to extract carotenoids with four independent factors: ultrasound time (20–60 min); ratio of sample to solvent (1:12–1:4); saponification time (10–50 min); and concentration of saponification solution (KOH–methanol) (10–30%). A second-order polynomial model produced a satisfactory fitting of the experimental data with regard to zeaxanthin (R2 = 75.95%, p < 0.0197), lutein epoxide (R2 = 90.24%, p < 0.0001), and violaxanthin (R2 = 73.84%, p < 0.0809) content. The optimum joint extraction conditions of zeaxanthin, lutein epoxide, and violaxanthin were 40 min, 1:8, 32 min, and 20%, respectively. The optimal predicted contents for zeaxanthin (0.823022 µg/g DW), lutein epoxide (4.03684 µg/g dry; DW—dry weight), and violaxanthin (16.1972 µg/g DW) in extraction had little difference with the actual experimental values obtained under the optimum extraction conditions for each response: zeaxanthin (0.8118 µg/g DW), lutein epoxide (3.9497 µg/g DW), and violaxanthin (16.1590 µg/g DW), which provides a theoretical basis and method for cultivating new varieties at low temperatures and weak light resistance.

show abstract

A New Class of Second-Order Response Surface Designs

Cited by 7 publications

References 28 publications

New approaches on composite designs for Response Surface Methodology

New approaches on composite designs for Response Surface Methodology

Research on the optimization formula performance and dust reduction effect of mine dust suppressant based on response surface method

Optimum Parameters for Extracting Three Kinds of Carotenoids from Pepper Leaves by Response Surface Methodology

Contact Info

Product

Resources

About