Office Paper Research Articles

Sustainable production of bioethanol from office paper waste and its purification via blended polymeric membrane

One potential replacement for fossil fuels is the generation of biofuel from biomass feedstock. To reach the global sustainability goals, it is also necessary to address a number of issues, such as reducing environmental pollution, climate change, and carbon emissions. This work was aimed to convert the office paper waste as biomass feedstock into bioethanol through a sustainable pathway. The office paper waste was hydrolyzed via physiochemical and enzymatic hydrolysis, the liberated glucose was estimated at 15.72 g/L using the optimum conditions of 15 % HCl and 6 % office paper waste followed by enzymatic hydrolysis. The yeast isolate B2 that was applied for the fermentation process was isolated from rotten banana, identified as Hanseniaspora uvarum (STDF-B2) and submitted to GenBank with accession number (OP800106). The Box-Behnken design was applied to estimate the optimal conditions for the three most significant variables depending on the one variable at a time results. A blended membrane of sulphonated polyvinyl chloride with poly(2-acrylamido-2-methyl-1-propanesulfonic acid) (SPVC-PAMPS) was applied for the purification of both standard ethanol and produced bioethanol via pervaporation technique (PV). The morphology, chemical composition, mechanical properties and permeability of the membrane were all analyzed in various ways. Following purification using a membrane-integrated amicon cell, the total permeate flows of the laboratory-prepared ethanol and generated bioethanol were 289.54 and 253.06 (g/m2 h), respectively.

Evaluation of food μPADs with the new tech perspectives and future prospects

AbstractFood microfluidic paper‐based analytical devices (µPADs) are powerful tools to create total analysis systems and have long been demonstrated to be useful for safety and quality applications. Thanks to new technological innovations food µPADs offer exciting new possibilities. This review introduces how µPADs are obtained from chromatography, filter, or office papers and detect analytes from a food sample. We introduce the most current developments in the use of µPADs with an emphasis on paper types, adapted new technologies, and detection limits. Classifications are also made on food µPADs according to applied innovations and adapted novel technologies. In the first section, simple forms of µPADs for the detection of pathogen, mycotoxin, pesticides, and other food components are discussed with technical details. Then, we introduce multisensing approaches for high throughput analysis and a concise summary will be given. In the case of three‐dimensional (3D) µPADs, the use of 3D is discussed and compared to 2D µPADs in terms of its advantageous with the example of a food colorant test device. In the following section, smartphone adoption to µPADs is introduced in detail with eight different assay examples. Centrifugal platform for nickel assay is demonstrated as an enabling approach with shortened assay times by rotational velocity. The potential of user‐friendly hybrid devices is also summarized in the last part. Finally, we present an outlook to underline the opportunities created by smartphone‐based and intelligent µPADs for food safety and quality with real success perspectives

Print Quality of Coated Paper from Invasive Alien Plant Goldenrod

When designing products with a shorter lifespan, such as packaging and graphic products, sustainability and circular economy are particularly important. The use of an alternative fiber source for papermaking, such as collected biomass from invasive alien plant species (IAPS), is a good example of sustainable natural resource management, where IAPS are seen as a potential source of various new products. The aim of the present study was to analyze the printability of paper made from the IAPS Goldenrod. CMYK prints were made using inkjet digital technology, and their print quality was determined. IAPS Goldenrod paper, with its natural brownish color, low gloss, high voluminosity, high surface roughness and porosity, shows inferior print quality compared to recycled office paper. In order to improve the printability of this paper, surface coating using three different wet film depositions was applied. The results indicate that the smallest coat weight used suppresses the color and inferior properties of IAPS Goldenrod paper efficiently, resulting in similar printability for both the analyzed papers. Only a small difference in print quality between coated IAPS Goldenrod and recycled paper was determined, suggesting that low-value, non-demanding graphic products and packaging could be made from the coated IAPS Goldenrod paper.

DETERMINATION OF PAPER LUMEN UNIFORMITY DIFFERENT CLASSES

In this paper, a study was made of the uniformity of the clearance of office papers of various classes and
 brands. The need for a detailed study of the structure of office paper is caused by a large number of defects that occur
 during the printing process. To obtain high-quality images at high and medium speeds of equipment and at minimal
 cost, it is necessary to know the structural properties of paper and be able to control them.
 Evaluation, study and characterization of the factors that are believed to influence the interaction between
 inkjet ink and the surface of office paper can be performed using the method of expert judgment. The article describes
 an expert method for determining the gap, based on the organoleptic perception of the paper gap by a group of people.
 In the process of work, paper samples with the best lumen performance were identified. The results obtained in
 the work can be applied in the practice of printing houses for the correct choice of material for printing. This method
 of assessing the level of paper quality allows the company to quickly respond to problems associated with printing and
 further processing of printed products.

Enzymatic valorization of cellulosic and hemicellulosic-based biomasses via the production of antioxidant water-soluble hydrolyzate of maize stalks and the green bio-deinking of mixed office waste paper

AbstractBio-valorization of various biomasses provides a sustainable promising approach for the eco-friendly production of variable value-added products. Herein, the current study devoted to the enzymatic valorization of two widely available biomasses, namely, maize stalks and waste paper. The cellulytic and hemicellulytic-rich cocktail was produced through the fermentation of rice straw by a locally isolated fungal strain Aspergillus terreus. The potential applicability of the produced cocktail for the enzymatic hydrolysis of the polysaccharide constituents of maize stalks was evaluated under various strategies. The reported results indicated that the microwave pretreatment of the biomass yielding a water-soluble hydrolyzate rich in cellobiose and xylobiose, sustained by thin layer (TLC) and high-performance liquid chromatographic (HPLC) measurements, in addition to phenolic compounds. Moreover, the enzymatic hydrolysis of the extracted hemicellulosic fraction from maize stalks was rich in xylooligosaccharides and phenolic compounds higher than that released from the hydrolysis of commercial xylan. The estimated antioxidant activity of the resulted hydrolyzate was also monitored by the scavenging of 1,1-diphenyl-2-picrylhydrazyl free radical spectrophotometrically at 515 nm. Moreover, the potential applicability of the produced enzymatic cocktail was examined for the bio-deinking of waste paper. The physical, chemical, and surface morphological characteristics of the treated paper sample was compared to a blank one regarding the whiteness index, ash content, scanning electron microscopy (SEM), energy dispersive X-ray (EDX), and Fourier transform infrared spectroscopy (FTIR). On the base of the estimated results, the produced enzymatic cocktail possessed efficient dislodgement ability for the printed ink from the paper surface.

Reusable Shape‐Memory Photonic Crystal Paper for Pin‐Printing and High‐Resolution Press Printing

Rewritable photonic crystal (PC) paper has the potential to significantly reduce the consumption of forest resources in the printing industry, while also being environmentally friendly and efficient. However, traditional PC papers based on solvent or photothermal responses can lead to diffusion, which can hinder printing accuracy. In this study, a novel rewritable PC paper compatible with pin‐printing is presented based on a pressure‐responsive shape‐memory PC paper. High‐resolution printing can be realized by both computer‐programmed 3D‐printed seals and pin‐printing techniques. The information written on this PC rewritable paper can be erased by water, enabling the paper to be rewritten and reused at least 8 times without any change in performance. Furthermore, the information stored on the PC paper is stable and can be stored in ordinary environments for at least 6 months without fading. The PC paper has the capability of multicolor printing with a precision finer than 100 μm and has potential in office papers, smart price tags, and anti‐counterfeiting labels.

Synthesis and Properties of Carbon Microspheres from Waste Office Paper.

As a kind of biomass resource, waste office paper can be used as a carbon precursor to prepare carbon materials. In this work, carbon microspheres with regular shape, uniform particle size and high carbon content were successfully prepared from waste office paper via a hydrothermal synthesis method with sulfuric acid as the catalyst. The effects of reaction temperature and sulfuric acid dosage on the morphology of the carbon microspheres were studied. The formation mechanism of the carbon microspheres was investigated by analyzing the structure and composition of the products. The results show that the hydrolysis of cellulose in waste paper under hydrothermal conditions was the key for the formation of carbon microspheres. The temperature of hydrothermal reaction and the use of sulfuric acid can affect the morphology of carbon microspheres. The carbon microspheres synthesized at 210 °C with 10 mL sulfuric acid have the best surface morphology, with uniform particle size and higher dispersion. Cyclic voltammetry and electrochemical impedance spectroscopy show that the carbon microspheres have good capacitance performance and can be used in capacitors. This study provides a low-cost precursor for carbon microspheres as well as a new method for the recycle of waste paper.

Zeolitic Imidazole Framework Derived Cobalt Phosphide/Carbon Composite and Waste Paper Derived Porous Carbon for High‐Performance Supercapattery

AbstractMetal–organic frameworks (MOFs) derived nanostructures receive immense research focus due to its high porosity, conductivity, and structural tailrolability features. In this work, porous Zeolitic Imidazole Framework‐67 (ZIF‐67) to synthesize cobalt phosphide/carbon composite (ZCoPC) that serves as a positive electrode is utilized. Furthermore, porous and conductive office paper derived carbon (OPC) are utilized as a negative electrode to make a hybrid system. The metalloid characteristics, high conductivity, and good porosity of ZCoPC material makes it a high‐performance battery like electrode. ZCoPC electrode achieves maximum specific capacity of 192.6 mAh g−1 at 1 A g−1 using 1 m potassium hydroxide (KOH) electrolyte. Furthermore, surface and diffusion charge participation investigation are also undergone for ZCoPC electrode that helps in determining the actual charge dynamics occurring in the electrode. In addition, a supercapattery device is assembled using ZCoPC as battery electrode and OPC as supercapacitor electrode. The as fabricated OPC//ZCoPC hybrid supercapattery device delivers extraordinary energy density of 31.6 Wh kg−1 with a power density of 700 W kg−1 and also a long cycle life of 92.3% even after 10,000 charge–discharge cycles. Hence, these outcomes demonstrate that the synergy of porous MOF derived metal phosphide and OPC electrodes are beneficial for supercapattery devices.

Disinfection of Surfaces Contaminated with SARS-CoV-2 Coronavirus by UV Radiation of Low-Pressure Mercury-Vapour Lamp

The aim of the work was to determine the effective ultraviolet (UV) doses required for the disinfection of surfaces contaminated with the SARS-CoV-2 coronavirus using a low-pressure mercury lamp. Materials and methods. To carry out prompt disinfection of surfaces, a specially designed source of UV radiation with a power of 7.5 W at a wavelength of 254 nm in the form of a portable flashlight was employed, which has a high efficiency of UV radiation output and the possibility of long-term autonomous operation from a compact battery. In the studies, a suspension culture of the SARS-CoV-2 coronavirus with biological activity of 5.3∙106 PFU/ml was used. The objects of testing were plastic Petri dishes (disposable) and office paper (grade C, density 80 g/m2 ). Results and discussion. Doses of UV radiation that provide disinfection of surfaces contaminated with the COVID-19 pathogen with an efficiency of 99.0 % (paper) to 99.95 % (plastic) have been determined. The results obtained make it possible to recommend a portable UV irradiator for use in the practice of preventive measures to combat the spread of the disease caused by the SARS-CoV-2 coronavirus.

Impact of protective glass on photodegradation of ink-jet printed documents

Ink-jet printing has recently been increasingly used for professional and domestic purposes. However, the degradation of ink-jet prints under the influence of external factors, predominantly light, can cause unexpected problems and lead to the limited life span of a product. It is therefore essential to have in-depth knowledge about the materials, i.e. paper and ink, used for ink-jet printing and to consider their lightfastness to assure the resistance of a print as a whole. The aim of the present research was to study the lightfastness of ink-jet prints protected with glass. Using a printer with dye-based inks, samples of cyan, magenta, yellow and black were printed on different paper substrates. Prints and substrates alone were exposed to the radiation of xenon light for a limited time to simulate the action of average daylight. Some of the samples were exposed to radiation without protection, while others were covered with ordinary window glass or glass which ensured UV protection. Afterwards, the changes on samples were evaluated spectrophotometrically and colour differences were calculated using the CIEDE2000 equation. The results showed that glass effectively reduces the photodegradation of ink-jet prints. Protection with UV glass proved to be more effective than with ordinary glass. The substrate selection was also significant in achieving print lightfastness, as much smaller colour differences were observed on the prints made on photo paper than on those printed on plain office paper.

Optimizing Output Performances in Stationery Papers–Based Hybrid Inorganic–Organic Flexible Thermoelectric Generators

Flexible and foldable paper‐based thermoelectric generators (PTEGs) have drawn industrial attention due to the wide applications in heat energy harvesting and sensing. Herein, optimization of the output performances of flexible and hybrid inorganic–organic PTEGs fabricated on stationery paper substrates from poly(3,4‐ethylenedioxythiophene) polystyrene sulfonate (PEDOT:PSS) and graphite as p‐type and n‐type materials, respectively, is presented. By choosing simplistic processes such as polyethyleneimine (PEI)‐treated graphite pencil traces and brush‐painted PEDOT:PSS films, robust and sustainable PTEG devices are fabricated. It is first time shown that different qualities of stationery papers can have significant impact on the output performance of PTEGs, attributed to their variance in substrate roughness. Thus, output powers of ≈1.93 and ≈0.68 nW for ΔT = 70 K are obtained for TE generators prepared from emery and office paper legs (four‐pair assembled on Kapton), respectively, suggesting emery paper to have significant better performance. Transient flexibility and fatigue of each device type are also tested where emery paper–based PTEG appears to be more robust. A detail comparison of the device performances on the different types of paper substrates are exclusively presented experimentally and thereafter computationally validated by COMSOL modeling to predictably control and enhance the output performance of reported PTEGs.

Screen-printed, flexible, and eco-friendly thermoelectric touch sensors based on ethyl cellulose and graphite flakes inks

Despite the undoubtable interest in energy conversion, thermoelectric (TE) materials can be approached from a temperature-sensitive perspective, as they can detect small thermal stimuli, such as a human touch or contact with cold/hot objects. This feature offers possibilities for different applications one of them being the integration with scalable and cost-effective, biocompatible, flexible, and lightweight thermal sensing solutions, exploring the combination of sustainable Seebeck coefficient-holding materials with printing techniques and flexible substrates. In this work, ethyl cellulose and graphite flakes inks were optimized to be used as functional material for flexible thermal touch sensors produced by screen-printing. Graphite concentrations of 10, 20 and 30 wt% were tested, with 1, 2 and 3 printed layers on four different substrates—office paper, sticker label paper, standard cotton, and organic cotton. The conjugation of these variables was assessed in terms of printability, sheet resistance and TE response. The best electrical-TE output combination is achieved by printing two layers of the ink with 20 wt% of graphite on an office paper substrate. Subsequently, thermal touch sensors with up to 48 TE elements were produced to increase the output voltage response (>4.5 mV) promoted by a gloved finger touch. Fast and repeatable touch recognition were obtained in optimized devices with a signal-to-noise ratio up to 340 and rise times bellow 0.5 s. The results evidence that the screen-printed graphite-based inks are highly suitable for flexible TE sensing applications.

Impact of bacterial cellulose on the physical properties and printing quality of fine papers

Bacterial nanocellulose (BNC), due to its inherent nanometric scale and strength properties, can be considered as a good candidate to be used in papermaking. This work explored the possibility of using it in the production of fine paper as a wet-end component and for the paper coating. Filler-containing handsheet production was performed with and without the presence of common additives typically used in the furnish of office papers. It was found that, under optimized conditions, BNC mechanically treated by high-pressure homogenization could improve all the evaluated paper properties (mechanical, optical and structural) without impairing the filler retention. However, paper strength was improved only to a small extent (increase in the tensile index of 8 % for a filler content of ca. 27.5 %). On the other hand, when used at the paper surface, remarkable improvements in the gamut area of >25 % in comparison to the base paper and of >40 % in comparison to starch-only coated papers were achieved for a formulation having 50 % BNC and 50 % of carboxymethylcellulose. Overall, the present results highlight the possibility of using BNC as a paper component, particularly when applied at the paper substrate as a coating agent aiming at improving printing quality.

“A Proper Direction to Their Places of Abode”: Street Addressing and Wayfinding in England, ca. 1650–1850

Finding one’s way around a town, the house of a friend, or a specific shop, are everyday practices and challenges that involve the application of much implicit knowledge—knowledge of spatial patterns, routes, and directions, for instance, which is often acquired performatively and unconsciously. In eighteenth-century England, rapid urbanization, increased mobility, and intensified commercial exchange aggravated such challenges. This gave rise to various media designed to assist orientation and make local knowledge more readily available to wider audiences, for example, in maps, directories, and guidebooks.One type of information particularly affected by this development was the street address of individual residents and businesses. While up until the beginning of the eighteenth century such directions, as used in advertisements and on letters, tended to be highly specific, detailed, and changeable, over the course of a few decades, they became more standardized and concise. This was closely connected to an increasing tendency to treat addresses as stable and clear-cut pieces of information that could be passed on, published, and retrieved easily. Originally fluid, tacit knowledge was thus transformed into standardized, explicit information, fixed on calling cards and in directories. However, these forms of publication not only served to facilitate social and economic interactions, but they also touched upon sensitive issues of privacy: being easy to find was not necessarily desirable and, in fact, deemed rather risky by some, who consequently tried to keep information about their place of residence or work private.This paper sketches the development of styles and practices of street addressing in England between 1650 and 1850, drawing upon rich source material such as letters, directories, advertisements, and Post Office papers as well as contemporary novels. It serves as a case study of the complex relations between tacit and explicit, private and public knowledge.

Low‐Cost and Biodegradable Thermoelectric Devices Based on van der Waals Semiconductors on Paper Substrates

We present a method to fabricate handcrafted thermoelectric devices on standard office paper substrates. The devices are based on thin films of WS2, Te, and BP (P‐type semiconductors) and TiS3 and TiS2 (N‐type semiconductors), deposited by simply rubbing powder of these materials against paper. The thermoelectric properties of these semiconducting films revealed maximum Seebeck coefficients of (+1.32 ± 0.27) mV K−1 and (−0.82 ± 0.15) mV K−1 for WS2 and TiS3, respectively. Additionally, Peltier elements were fabricated by interconnecting the P‐ and N‐type films with graphite electrodes. A thermopower value up to 6.11 mV K−1 was obtained when the Peltier element were constructed with three junctions. The findings of this work show proof‐of‐concept devices to illustrate the potential application of semiconducting van der Waals materials in future thermoelectric power generation as well as temperature sensing for low‐cost disposable electronic devices.

Pharmaceutical waste disposal practices: a case study of an Australian public hospital pharmacy department

AbstractBackgroundIn Queensland, each hospital and health service (local hospital network) has its own waste reduction and recycling plan to comply with the Queensland Government's Waste Reduction and Recycling Act 2011 (Qld). The aim is to reduce both the hospital's carbon footprint and waste handling costs. Hospital environmental waste services staff do not audit pharmaceutical waste bins as this requires the presence of a registered pharmacist.AimSince previous published studies of healthcare waste disposal practices have not included pharmacy waste bin audits, this study aimed to investigate waste disposal behaviours in a hospital pharmacy department.MethodThis sequential, two‐phase mixed methods study was conducted in a metropolitan, tertiary public hospital's pharmacy department in Queensland. Phase I involved semi‐structured interviews of hospital pharmacists and pharmacy technicians while Phase II comprised bin audits of the pharmacy department's waste streams.ResultsThe bin audits revealed 36.1%, 23.8%, and 4.9% of recyclable waste in the clinical waste stream for each of the three bin audits respectively. In the general waste stream, the two bin audits of this stream revealed 14.3% and 44.4%, respectively. The reasons were identified in the interviews: there were no recycling bins in the main dispensing areas and there was confusion surrounding correct disposal of original containers and non‐contaminated packaging waste. Non‐paper waste was found in the confidential (shredded) waste stream in the two bin audits of this stream (10.1% and 16.7%, respectively).ConclusionProvision of commingled recycling bins and clean office paper waste bins in dispensing areas and education of staff on correct waste segregation processes will improve waste segregation in hospital pharmacy departments with both financial and environmental benefits for the hospital and the general population.

CONVENIENT SOFTWARE FOR BUSINESS WITH THE POSSIBILITY OF ADAPTATION TO MARKET REQUIREMENTS

To support day-to-day operations, business companies need flexible systems that will allow them to adapt to the markets that are changing quite quickly in today’s environment. However, most of the software that exists in the market does not meet the needs of a particular company, let alone adapt to the requirements that change very quickly. Software for supporting enterprises, intended mainly for solving specific tasks. The question arises about the possibility of simplifying the development of business software, without limitations, and also being able to create custom software specifically for business, not only for use, but also for further adaptation. In business-companies, there is a need to transmit external inspection data to laboratories, as well as the possible collection of these results and combining them into research reports, which contain the results of checks on the quality and quantity of manufactured products. Usually, in order to perform such actions, it is customary for companies to use standard office programs and paper records that will allow you to conduct reviews and create various reports. In such cases, it becomes necessary to enter the same data many times in several documents. Companies are trying to find applications that can reduce such overhead and prevent errors. Since there are no existing solutions to support such activities, there is a need to create such supporting software. The task is to develop a method called “administration generation” capable of introducing a level of abstraction to reduce repetitive tasks during development. Using the Apache open-source web-server, which allows customization for a specific business-company, and the Eclipse multipurpose integrated development environment (IDE), which supports multiple development languages, including PHP and JavaScript, this method was implemented. It used the fully pluggable Symfony PHP framework combined with the highly flexible Ext JS JavaScript framework. Symfony allows you to implement the right “administrative generation” property and extensibility to meet the right current market requirements. Ext JS is currently integrating to improve the user experience. Both the first and the second are known for their excellent documentation and active community.

Chitosan coated papers as sustainable platforms for the development of surface-enhanced Raman scattering hydrophobic substrates

Paper-based sensors for surface-enhanced Raman scattering (SERS) detection of water pollutants have gained much attention in the last decades. However, most of the fabricated paper-based SERS substrates still face some limitations regarding reproducibility and uniformity. In this work, we report the fabrication of hydrophobic paper-based SERS substrates with high reproducibility and uniformity by inkjet printing Ag colloidal nanoparticles (NPs) on office paper pre-treated with chitosan (CH) or N,N,N-trimethyl chitosan (TMC). We demonstrate that the previous coating of paper with such biopolymers substantially improves the SERS performance of the paper substrates. In screening experiments, crystal violet (CV) 100 μM was used as molecular probe, leading to an increase of about 9- and 7-fold in the observed SERS intensity when the papers were coated with CH and TMC, respectively. Also, the reproducibility of the substrates coated with the biopolymers increased more than 2 times compared to non-coated office paper. We suggest that the improved performance of the coated substrates is related to a more uniform deposition of the AgNPs on the paper surface due to the hydrophobic nature, low porosity and roughness of the coated paper.

Waste Paper as a Valuable Resource: An Overview of Recent Trends in the Polymeric Composites Field.

This review focuses on polymeric waste-paper composites, including state-of-the-art analysis with quantitative and qualitative discussions. Waste paper is a valuable cellulose-rich material, produced mainly from office paper, newspaper, and paper sludge, which can be recycled and returned to paper production or used in a new life cycle. A systematic literature review found 75 publications on this material over the last 27 years, with half of those published during the last five years. These data represent an increasing trend in the number of publications and citations that have shown an interest in this field. Most of them investigated the physicomechanical properties of composites using different contents of raw waste paper or the treated, modified, and cellulose-extracted types. The results show that polyethylene and polypropylene are the most used matrices, but polylactic acid, a biodegradable/sourced polymer, has the most citations. The scientific relevance of waste-paper composites as a subject includes the increasing trend of the number of publications and citations over the years, as well as the gaps identified by keyword mapping and the qualitative discussion of the papers. Therefore, biopolymers and biobased polymers could be investigated more, as well as novel applications. The environmental impact in terms of stability and degradation should also receive more attention regarding sustainability and life cycle analyses.

Application of Response Surface Methodology (RSM) for Optimizing Turbidity of Paper Recycling Wastewater Using Microwave Technology

Aims: The aim of the study was to use Response Surface Methodology (RSM) to find optimal experimental design for wastewater treatments from office paper recycling. In this way, interactive effects of treatment factors were evaluated, including microwave power (MW) and durations with centrifuge time while turbidity of wastewater was chosen as the dependent output variable or an optimal response.
 Methodology: The RSM approach was utilized for optimization of the process parameters and identifying the optimal conditions for the removal of turbidity in paper recycling wastewater. In this regard, a three-factor RSM were selected, using MW irradiation power (Watts), durations (seconds) and centrifuge time (min). Statistical analysis of variance (ANOVA) was carried out to identify the adequacy of the developed model. In this case, specially prepared office papers (one-side laser printed) were subjected to standard paper recycling procedure for obtaining wastewater at laboratory conditions. The experimentally derived RSM model was validated using range of statistical parameters.
 Conclusions: The study revealed that under the RSM optimized conditions, a marked reduction in the turbidity of wastewater was observed for both groups studied. The R2, R2(adj) and R2(pred) values were indicates, the developed model was significant which revealed a well agreement between the experimental data and proposed model. In this approach, the R2=99.710% and lack-of-fit value were found to be 0.111 (p>0.05), which shows the model and the data consisted to each other. The lowest turbidity value was found with 150.000 Watts and 60.000 seconds in MW conditions with 15.000 minutes of centrifugation time, experimentally. With employing these variables, the turbidity value of 6.65 NTU was determined. However, the highest turbidity value of 18.013 NTU was found with MW power of 200.00 Watts with 40.000 seconds of durations and 1.591 minute of centrifugation time. It is important to note that with using optimized parameters, the turbidity value of 1.43 NTU was calculated while 1.47 NTU was found with experimentally.