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Unlocking groundwater desalination potential for agriculture with fertilizer drawn forward osmosis: prediction and performance optimization via RSM and ANN
The agricultural sector uses 70% of the world’s freshwater. As clean water is extracted, groundwater quality decreases, making it difficult to grow...
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Mg-Fe-LDH for Aquatic Selenium Treatment: Adsorption, RSM Modeling, and Machine Learning Neural Network
Different aqueous selenium species including selenite, selenate, and selenocyanate, can be harmful to both humans and other life forms. Considering...
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Multi-response optimization of a microalgae-spirulina-fueled VCR diesel engine: a comprehensive RSM-GA approach
With the global proliferation of industrialization, it is increasingly imperative to mitigate detrimental pollution, particularly in the...
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An Integrated (Electrocoagulation and Adsorption) Approach for the Treatment of Textile Industrial Wastewater: RSM and ANN Based Optimization
Textile industries are one of the rapidly growing but on the contrary the most polluting industries in terms of the volume and complexity of their...
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Degradation of cefixime by photocatalysis via Ba-doped BiFeO3 nanomaterial using RSM analysis under LED light source
In the current work, Response Surface Methodology (RSM)—a statistical method—is used to optimize procedures like photocatalysis with the least amount...
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Modeling and Optimization Study on Decolorization of Reactive Blue 256 Exposed to Low Frequency Ultrasonic Waves: RSM and ANN Approaches
AbstractIn the present work ultrasonic waves with low frequency (24 kHz) without any additives were introduced for extreme reduction the Reactive...
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Removal of Emerging Contaminants in a Membrane Bioreactor Coupled with Ozonation: Optimization by Response Surface Methodology (RSM)
The combination of chemical and biological treatments is an efficient approach for a complete removal of emerging contaminants such as...
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Predictive modelling through RSM for diesel engine using Al2O3 nanoparticles fuel blends
Metal oxide nanoparticles have becoming increasingly popular as an additive to diesel blend due to their numerous advantages. The current study aims...
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Zeolite 13X incorporated with Zn-Ce oxide nanocatalyst for removal of Reactive Red 120 dye: RSM-based approach
In this study, the photocatalytic removal of Reactive Red 120 (RR120) dye was examined using zeolite 13X incorporated with Zn-Ce under UV...
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Optimization of methyl orange decolorization by bismuth(0)-doped hydroxyapatite/reduced graphene oxide composite using RSM-CCD
In the current study, the catalyst for the decolorization of methyl orange (MO) was developed HAp-rGO by the aqueous precipitation approach. Then,...
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Response surface methodology (RSM) for optimizing ozone-assisted process parameters for formaldehyde removal
Formaldehyde, a volatile organic compound (VOC), is one of the main gaseous pollutants from commercial cooking. The present study evaluated the...
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Response Surface Methodology (RSM) modelling for the photocatalytic optimization study of benzophenone removal using CuWO4/NiO nanocomposite
Emerging contaminants are posing a new water quality challenge, worldwide. The majority of pharmaceutical and personal care products used by us have...
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Ultra-fast and ultra-efficient phenol removal from aqueous solution using a nano biocarbon adsorbent by RSM-CCD method: parameters, isotherm, kinetic, ANOVA
The purpose of this research is to investigate the ability of peanut shell activated carbon (PSAC) to adsorb phenol from aqueous solutions. Phenolic...
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The effect of individual factors, their binary and ternary interactions on photodegradation rate of organic contaminants using photocatalysts based on multi-walled carbon nanotubes (MWCNTs): statistical analysis based on ANOVA and RSM
The influence of three main parameters including irradiation time, weight fraction of photocatalysts including multi-walled carbon nanotubes and...
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Low-cost materials as vehicles for pesticides in aquatic media: a review of the current status of different biosorbents employed, optimization by RSM approach
Water contamination by pesticides is increasing dramatically due to population growth and the extensive use of pesticides in agriculture, leading to...
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The Application of Statistical ANOVA, LSD and RSM to Agro-Based Filter Design Optimization
Filtration is one of the practical technologies for water and wastewater treatment. Yet, such a technique involves various factors considered in the... -
Persimmon tannin-modified graphitic carbon nitride as a bioadsorbent for methyl orange removal through CCD-RSM design
Graphitic carbon nitride (g-C 3 N 4 ) and persimmon tannin (PT) were used to prepare a novel bioadsorbent, which applying for the adsorption of methyl...
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A sustainable novel approach of recycling end-of-life reverse osmosis (RO) membrane as additives in concrete and mathematical model with response surface methodology (RSM)
This study investigates a novel method of recycling end-of-life reverse osmosis (RO) membranes to enhance the mechanical properties of concrete....
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Multi-objective optimization of ternary blends of Algal biodiesel–diesel–1-decanol to mitigate environmental pollution in powering a diesel engine using RSM, ANOVA, and artificial bee colony
This research presents an in-depth examination that utilizes a hybrid technique consisting of response surface methodology (RSM) for experimental...
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Studies on the physicochemical parameter’s optimization for indole-3-acetic acid production by Pantoea agglomerans CPHN2 using one factor at a time (OFAT) and response surface methodology (RSM)
Phytohormone indole-3-acetic acid (IAA) is regarded as the most active physiological member of functional auxins and its production by bacterial...