1 Introduction

Increasing industrial activities and increasing population growth have led to the creation of large amounts of industrial and agricultural effluents and pollutants, the improper disposal of which imposes irreparable damage to human health and the environment [1,2,3,4]. Therefore, water supply required by human societies and improving water quality are two important issues in the field of water and wastewater treatment [4,5,6,7]. Because access to safe drinking water is key to maintaining public health, safe water is recognized as a basic need in communities. About one-sixth or 1.2 billion people in developing countries still do not have access to safe water. Also, about 2.6 billion people are deprived of basic health facilities. So far, various processes for water and wastewater treatment have been introduced [7,8,9,10,11]. Among these methods, adsorption using nanoadsorbent is one of the most effective and efficient methods to remove more contaminants in water. Water treatment with nanosorbents is a flexible method in terms of design and implementation; in most cases, it completely eliminates contaminants and the treated water in terms of color and odor is suitable for reuse [1, 10,11,12,13]. The use of nanotechnology in the treatment of pollutants from the environment, especially water, has gradually changed the climate, and its impact on the lives of humans and other living organisms can be clearly seen. It is predicted that the use of nanoadsorbent will lead to the development of new technologies and provide more effective tools to prevent, identify, and solve problems related to water pollution such as wastewater [2,3,4,5,6]. Although a research program on nanoadsorbent is underway in relation to contaminants in water, more research is still needed to further develop nanomaterials for water treatment [7, 14, 15]. In order to synthesize suitable nanoadsorbent to remove harmful compounds from leachate, chemical analyses must be performed on the functional groups of nanoadsorbent to obtain an optimal state of their molecular structure during synthesis. Leachate is a liquid that passes through waste and leaks out of solid waste [16,17,18,19,20]. Under these conditions, nanoadsorbent can react optimally in water and wastewater treatment reactors and do their job well. Harmful and stubborn compounds commonly found in leachates include alkaline compounds, phenols, chlorine-containing aromatic compounds, heavy metals, and so on. The functional groups that bind to these compounds usually include esters, aldehydes, ketones, alcohols, and carboxyl. In order to develop optimal nanoadsorbent for water and wastewater treatment operations, sufficient and in-depth information on the properties of nanoadsorbent as well as the properties of water or wastewater under treatment should be available [21,22,23,24]. The characteristics of industrial effluents depend on the type of industry and the processes carried out in it. For example, effluents from the petrochemical industry contain organic pollutants that can be removed by biological treatment and chemical oxidation or nanoadsorbent [25,26,27]. The uncontrolled entry of heavy metals and organic dyes into the environment has become a major global problem. These pollutants enter natural waters through industrial activities, domestic sewage, and effluents. Humans are the main cause of pollutants entering water. Of course, natural factors such as soil and rock erosion due to air and rainwater are also effective in the entry of heavy metals into the water [28,29,30,31,32]. Therefore, the presence of these factors causes toxic species to enter the water and then the body of living organisms. Using the adsorption process is one of the best ways to remove these contaminants from the water [33,34,35].

The adsorption has promising advantages of effectiveness, simplicity of operation, low cost, selective capturing, and reusability of the adsorbents [36,37,38,39]. The performance of the adsorption process is highly dependent on the nature of the adsorbent and target pollutants. Adsorbent surface area, pore diameter, interior and exterior morphology, and functional groups play an important role in the adsorption process. Besides that, initial pH of the sample solution, pollutant concentration, adsorbent dosage, contact time, temperature, ionic strength, and presence of interfering ions/pollutants are some critical parameters that may impact the performance of the adsorption process to various extent. Nanomaterials such as carbon nanotubes (CNTs), graphene, layered double hydroxides, and (MOFs) have been widely used as adsorbents because of their high surface area, enhanced reactivity, and ease of synthesis and functionalization [40,41,42,43,44]. Among these, carbon nanotubes have shown remarkable potential as an adsorbent material for capturing inorganic and organic pollutants from the aqueous media due to their hollow structures, numerous internal and external active sites, and high affinity toward target pollutants. carbon nanotube-based membranes have also been in water purification [45,46,47,48].

The advantages of this method are the lack of need for large amounts of energy, the lack of need for additional chemicals, the breadth and variety of the method, and the ability to remove various contaminants. In the following, various aspects of common nanoadsorbent in the water treatment industry are discussed.

2 Absorption Isotherm Models on Nanoadsorbent

In order to achieve new and efficient attractions, it is necessary to create a suitable relationship to attract equilibrium. This can lead to the production of an ideal adsorption system, which is necessary to reliably predict the adsorption parameters and to provide a statistical and quantitative comparison of different adsorption systems [49,50,51,52]. In simpler terms, the adsorption isotherm is a mathematical relation that shows the equilibrium value of a physically or chemically adsorbed substance on the surface of a solid by changes in pressure at a constant temperature [53,54,55]. The provision of adsorption isotherms is essential for optimizing the pathways of the adsorption mechanism [56,57,58,59]. In fact, adsorption isotherms, due to the description of how pollutants interact with adsorbents, express the surface properties and capacity of adsorbents and contribute to the design of adsorption systems [60,61,62,63]. The adsorption isotherm curve represents the phenomenon by which adsorbents at a constant temperature and pH move, or remain constant, through a porous aqueous medium or aqueous medium to a solid phase. These curves or graphs are very valuable and play an important role in understanding and analyzing the proposed models. The equilibrium isotherm curve of methylene blue adsorption on carrageenan/silica hybrid nanoadsorbent surfaces is shown in Fig. 1.

Fig. 1
figure 1

Equilibrium isotherm curve of aqueous methylene adsorption on carrageenan/silica hybrid nanoadsorbent surfaces [1]

An equilibrium is created when the concentration of the solution remains unchanged due to (1) lack of adsorption by the solution or (2) lack of desorption from the adsorbent. Therefore, the relationship between the equilibrium concentration of the adsorbed substance in the liquid and solid phases at constant temperature is expressed by the equilibrium adsorption isotherm. Isotherm states are linear, irreversible, desirable, undesirable, and highly desirable. Understanding the mechanism, surface properties, and degree of tendency of nanoadsorbent depends on physical, chemical, and thermodynamic parameters [64,65,66]. The three basic approaches in equilibrium isotherm models are kinetic considerations, thermodynamic considerations, and potential theory. The amount of pollutant adsorption in equilibrium (in milligrams per gram) is calculated using the mass balance equation as follows:

$${Q}_{e}=\frac{{(C}_{O}-{C}_{e})V}{M}$$
(1)

where Qe, C0, Ce, V, and m, respectively, indicate the amount of pollutants absorbed at equilibrium, the initial concentration of pollutants, the equilibrium concentration of pollutants, the adsorbent volume, and the adsorbent mass.

3 Kinetic Models of Adsorption on Nanoadsorbent

Kinetic studies are of particular importance for predicting optimal conditions in adsorption processes. The kinetic model provides information about the adsorption mechanism and the steps that may play a role in controlling the rate of the adsorption process. These steps involve mass transfer processes or chemical reactions. So far, several kinetic models have been proposed, such as quasi-first-order, quasi-second-order kinetics, intra-particle diffusion, and Elovich, Boyd, and Bangham. The most common proposed kinetic models are quasi-first-order and quasi-second-order kinetic models [37,38,39,40,41].

4 Classification of Nanoadsorbent

The most important factor determining the properties of nanoparticles is their size. Other factors include surface chemistry including functional groups and surface charge, agglomeration or agglomeration, shape and dimensions of crystals, chemical composition and crystal structure, and solubility [67,68,69,70,71]. The nanoadsorbent used in water treatment are classified according to their role in the adsorption process and also depending on the intrinsic properties of the surface and the addition of surface chemical agents. The first category includes metal nanoparticles such as gold nanoparticles, metal oxide nanoparticles such as titanium dioxide, nanostructures containing a combination of oxides such as iron–titanium oxides, and magnetic nanoparticles such as dioxide and iron trioxide [72,73,74,75]. The second category is carbon nanomaterials and includes carbon nanotubes, carbon nanoparticles, and carbon nanosheets. Other categories include silicon nanomaterials such as silicon nanotubes, silicon nanoparticles, and silicon nanosheets. Other nanomaterials used for the adsorption process include nanofibers, nanofibers, polymer-based nanomaterials, and aerogels (Fig. 2) [11].

Fig. 2
figure 2

Classification of nanoadsorbent [11]

5 Properties and Mechanisms Governing Nanoadsorbent

The application of nanoadsorbent strongly depends on changing their surface properties by reducing their dimensions to the nanometer scale and also adding external factors to improve the sensitivity and selectivity of their surface. Therefore, a clear definition of these two factors must be provided [12, 13].

5.1 Intrinsic Properties of the Surface

Determining the nature and distribution of active sites on the surface of nanostructures is a major challenge. Intrinsic factors affecting the performance of nanoparticles as nanoadsorbent in solution or substrate include high fraction of surface atoms, larger surface area, high chemical activity, high adsorption capacity, lack of internal resistance to penetration, and high surface adhesion energy [76,77,78,79,80]. Each of these factors affects the atoms or molecules present on the surface and the common season, increasing the surface energy, accessibility, and affinity for contact with the surface and its enrichment. Of course, in some cases, even with advanced surface study tools, the true nature of the nanoparticle surface cannot be identified. Therefore, a thorough study and in-depth understanding of the surface properties of nanoparticles is a major challenge in using nanoparticles as adsorbents in various applications, especially water treatment [81,82,83,84].

5.2 Foreign Causes

It is possible to make many changes in the surface properties of nanomaterials using different functional groups. In other words, the use of various methods of external actuation of different nanomaterials results in excellent adsorption properties. with continuing the process of functionalizing the surface of nanoparticles, their accumulation and agglomeration are prevented and the selectivity of nanoadsorbent increases [76, 85,86,87,88]. Factor groups improve various properties of nanoadsorbent such as high adsorption and fast desorption. In general, factor groups are used to improve parameters such as selectivity, surface contact tendency, and adsorption capacity. The reason for this is the entry of organic atoms into the surface of nanomaterials and thus the improvement of hydrophilic and polar interactions with the desired analyses. Analytic is a substance or chemical compound that is considered in analytical methods [89,90,91,92]. Experiments always seek to measure analyses, but analyses cannot measure themselves. Oxygen and amine groups have the ability to coordinate transition metals using electrostatic interactions. For example, research has been done on the functionalization of multi-walled carbon nanotubes with ethylene diamine by forming an amide bond with carboxyl groups on the surface of oxidized carbon nanotubes. The results show that this process removes dual-capacity cadmium from water. Also, coating nanoparticles with suitable coatings has a significant effect on their various properties [93,94,95,96,97]. A diagram of how carbon nanotubes are treated with ethylene diamine is shown in Fig. 3. Factorization of nanoparticles has a positive effect on the efficiency of nanoadsorbent and causes the isolation of isoelectric point (IEP) of nanoparticles according to the pH of the solution [12, 20,21,22,23]. The point at which the zeta potential equals zero is called the isoelectric point. The zeta potential is used to measure the surface charge of colloids and nanoparticles dispersed in a liquid. For example, when the pH of the solution is higher than the isoelectric point of the nanoadsorbent, the negative charge of the nanoadsorbent surface creates an electrostatic attraction and improves the absorption of cations. Oxidation is another way to activate the surface of nanoadsorbent. Common processes used for oxidation include nitric acid reflux and the use of oxidizing agents such as hydrogen peroxide or permanganate [98,99,100,101,102]. These processes increase the surface area by removing defects. Also, during these processes, defects that are able to enter the oxygen-containing functional groups are introduced. For example, the oxidation of carbon nanotube adsorbents causes hydroxyl, carboxyl, and carbonyl groups to enter these nanotubes. These groups have the ability to hold different metals at PHS above the isoelectric point [103,104,105,106].

Fig. 3
figure 3

Schematic of how carbon nanotubes are treated with ethylene diamine [12]

6 Challenges in the Use of Nanoadsorbent

In general, there are three main challenges in the use of nanoadsorbent in the water treatment process, which include the following [5]:

  • Supporting materials

  • Separation of nanomaterials

  • Regeneration of nanoadsorbents

6.1 Supporting Materials

Many nanomaterials are synthesized from aqueous suspensions in the form of very fine powders. Therefore, the use of these fine powders in adsorbent columns is not desirable due to their poor hydraulic conductivity. Also, due to the small particle size of the nanoadsorbent, they are not usually used in fixed bed columns, except in cases where the nanoadsorbent are either granular, or mounted (carried by them) on larger porous materials such as polymers, sand, activated carbon, etc. Of course, choosing the right carrier is very important [113,114,115, 110,111,112]. For example, spherical substrates cannot be used for metal oxide nanoparticles. Researchers typically use materials such as fiberglass and glass substrates to reduce the rapid flow of nanoparticles in adsorbent columns. Of course, the use of these materials is only effective at some point in time and they are not able to reduce the rapid flow of nanoparticles permanently. Another suitable carrier is composite gels. These materials have good mechanical stability [116,117,118,119,120,121]. Also, composite gels have a unique structure consisting of large cavities and their resistance to flow is low. Nanoadsorbent transported by composite gels are used to remove highly concentrated trivalent arsenic. A list of suitable carriers for different nanoadsorbent is given in Table 1 [1, 13].

Table 1 List of suitable carriers for different nanoadsorbent [1, 13]

6.2 Separation of Nanomaterials

The separation of nanoparticles from aqueous solution depends on their nature. In general, several methods for separating nanoparticles after reaching equilibrium during the adsorption process have been proposed, including magnetic separation, filtration, and centrifugation methods. Magnetic separation method is used to separate magnetic nanoparticles using a column magnetic separator that has a stainless-steel column [122,123,124,125]. Magnetic nanoparticles contain particles such as iron, nickel, and cobalt. This method is mostly used to separate iron nanoparticles, because iron has a very good magnetic property [126,127,128,129,130]. On the other hand, the filtration process according to the size and type of membranes is used to separate carbon nanotubes, magnetite nanoparticles, iron oxide nanoparticles, aragonite-surfactant hybrid nanostructures. An effective method for separating nonmagnetic particles is centrifugal separation [131,132,133]. The advantages of this method include high efficiency, usability to separate large amounts of nanoparticles and prevent the accumulation of nanoparticles. It is possible to separate nanoparticles from water using a centrifuge process at a speed of 50,000–200,000 rpm. External magnetic field separation and filtration methods are used to separate nanoparticles from aqueous solutions [134,135,136,137,138].

6.3 Regeneration of Nanoadsorbents

To reduce costs when using nanoadsorbents in water treatment, recovery of adsorbents is of particular importance. Nanoadsorbents become contaminated after absorbing contaminants. In order to reuse nanosorbents and dispose of adsorbed contaminants such as arsenic, the recovery and regeneration process is essential. The first goal of nanoadsorbents recovery is to maintain the ability to adsorbents contaminated nanoadsorbents. The pH factor plays a very important role in the recovery of nanoadsorbents [139,140,141,142,143]. From the pH point of view, the reduction of cations in acidic environment as well as the reduction of anions in alkaline environment is very small. Therefore, the desorption process can be easily performed by adjusting the pH. After the reduction process, nanoadsorbents can be reused. For example, hydrochloric acid is used to reduce quartz coated with iron nano-oxide. Studies on the reduction of nanoadsorbents used to remove arsenic from water show that after the reduction of iron-copper double oxide nanoadsorbents, only about 6% of its adsorption capacity is reduced [144,145,146,147,148].

7 Carbon-Based Nanoadsorbents

In general, carbon-based nanoadsorbents used in water treatment processes include reduced carbon nanotubes, graphene, graphene oxide, and graphene oxide [15].

7.1 Carbon Nanotubes

Carbon nanotubes have been noted for their unique physical and chemical properties. Large carbon nanotubes are cylindrical molecules with a hexagonal crystal structure of carbon atoms (similar to graphite atomic plates). Carbon nanotubes are divided into single-walled and multi-walled. Extremely high tensile strength, high Young modulus, good chemical and thermal stability, and good thermal and electrical conductivity are the salient features of carbon nanotubes. In the field of environmental engineering, carbon nanotubes are able to strongly interact with organic and inorganic pollutants due to their highly porous hollow structure, high specific surface area, low density, surfactant groups, and hydrophobic surfaces [149,150,151,152,153]. They are known to be toxic. In general, there are four locations for absorbing various contaminants on carbon nanotube coils [16,17,18, 154,155,156,157,158,159]:

A. Internal areas: These areas are within the hollow structure of individual pipes. Access to these locations is only possible by removing the cap (vertices) of the nanotubes and the open end of the tubes.

B. Channels created between the gaps: These places are located inside the tubes between individual nanotubes and easily come into contact with contaminants.

C. External grooves: The grooves are usually located around the coil of carbon nanotubes and the outer surface of the outer nanotubes, where the parallel tubes meet.

D. Outer surface: Contaminants can adhere to the curved surfaces of individual tubes outside the nanotube packages.

The different regions of adsorption on a homogeneous coil of single-walled carbon nanotubes with semi-closed ends are shown in Fig. 4.

Fig. 4
figure 4

Different adsorption regions on a homogeneous coil of a single-walled carbon nanotubes with b semi-closed ends, c including internal areas, d channels created between cracks, external grooves, and external surfaces of nanotubes [13]

Adsorption on closed-ended carbon nanotubes first occurs in the grooves between the adjacent coil tubes. Then, adsorption is done on the outer convex walls. Also, in an open carbon nanotube coil, adsorption occurs primarily by the walls inside the open nanotubes. Under these conditions, one-dimensional chains are formed in the grooves on the outer surface of the coils. The second step involves occupying the remaining axial areas inside the nanotubes and completing the quasi-hexagonal components on the outer surfaces of the coils. The adsorption process in external places such as grooves and external surfaces is much faster than in internal places such as channels created in pipes and inside pipes and reaches a state of equilibrium [160,161,162,163]. The efficiency of carbon nanotubes in the adsorption process depends on several different factors such as the number of open and closed nanotubes. The open carbon nanotube coil has a higher adsorption capacity than the closed carbon nanotube coil. In open carbon nanotube coils, the adsorption kinetics are accelerated and the saturation is increased. Also, carbon nanotubes are usually mixed with impurities such as catalyst particles with carbon coating, soot, and other forms of carbon. The presence of these impurities significantly reduces their adsorption efficiency. Various methods such as acid treatment, heat treatment, etc. are used to remove these impurities. It is possible to increase the adsorption properties of carbon nanotubes by acting on their surface. The functional groups present on the surface of nanotubes include the hydroxyl (OH-), carbonyl (CO-) and carboxyl (COOH-) functional groups, which are formed during the synthesis and purification process or by spontaneous oxidation of various acids, ozone, or plasma [124, 155, 164,165,166]. These functional groups modify the wettability of carbon nanotube surfaces and change their hydrophobic levels to hydrophilic surfaces. Under these conditions, carbon nanotubes will be able to absorb polar compounds and relatively low molecular weight materials [16]. Also, by forming functional groups on the surface of carbon nanotubes, their resistance to penetration increases and their active surface area decreases. These factors reduce the tendency of the surface of carbon nanotubes to interact and absorb some organic chemicals. In addition, the presence of functional groups leads to loss of access to the interior of the carbon nanotubes. In order to eliminate chemical functional groups, heat treatment in a vacuum environment is used to involve the interior of the nanotubes in the adsorption process. Overall, the use of carbon nanotubes for water treatment has yielded promising results [125, 167, 168]. These nanoadsorbents have the ability to remove about 99–80% of mineral contaminants in water, with metal concentrations in the range of − 0.60 mg/L. After using these nanoadsorbents, it is possible to recover and reuse them without reducing the efficiency by performing sodium hydroxide (NaOH) reduction operations. with using recovery operations, the costs of water and wastewater treatment operations by adsorbing carbon nanotubes are drastically reduced [133, 134, 142, 169]. Despite the many benefits of using carbon nanotubes as nanoadsorbents, the use of these nanotubes in the water treatment process worldwide is still limited. The main limitation is the very high cost of producing carbon nanotubes. Despite the lower cost of producing multi-walled carbon nanotubes than single-walled carbon nanotubes, the production of multi-walled carbon nanotubes is an expensive process. The cost of producing carbon nanotubes is about 1000 times higher than that of granular activated carbon. Therefore, the use of carbon nanotubes on an industrial scale is not economically viable. However, the ability of carbon nanotubes to remove contaminants in water, such as microsystems, is much greater than that of granular activated carbon, and the recovery of nanotubes reduces the cost of using them in the water treatment process. It should be noted that many efforts have been made to produce and develop inexpensive multi-walled carbon nanotubes [141, 144, 146, 152, 170]. For example, for the production of cost-effective carbon nanotubes, the synthesis of graphite carbon nanostructures using pyrolysis of polypropylene nanotubes has been used, which in addition to being economical, its synthesis is also environmentally safe. As mentioned, carbon nanotubes are a promising option for removing heavy metals and toxic elements from water [171,172,173,174,175]. Thermodynamic, kinetic, and performance conditions of a number of studies on the removal of various dyes from water using a variety of carbon nanotubes are given in Table 2.

Table 2 Thermodynamic, kinetic, and performance conditions of a number of researches performed in the field of removal of different colors from water using different types of carbon nanotubes [1,2,3,4,5,6,7, 10, 14]

7.2 Application of Graphene in Color Removal

Graphene was used to remove methylene blue from aqueous solution [76, 82,83,84,85]. With increasing temperature from 293 to 330 K, the efficiency of pollutant absorption increases [86,87,88,89,90,91,92,93,94,95]. Also, under ideal operating conditions, it is possible to remove about 99.68% of the methylene blue in water using graphene nanoadsorbents [95,96,97,98,99,100,101]. It has been observed that the amount of methylene blue absorbed strongly depends on its initial concentration and the amount of equilibrium achievable after one hour of the process [102,103,104,105,106, 107,108,109,110]. Thermodynamic, kinetic, and performance conditions of a number of studies on the removal of various colors from water using graphene oxide are shown in Table 3.

Table 3 Thermodynamic, kinetic, and performance conditions of a number of researches performed in the field of removal of various colors from water using graphene oxide [1,2,3,4,5,6,7, 10, 14]

8 Critical Factors in Adsorption Process

In some cases, the adsorption capacity of some metal ions increased with an increase in pH of the solution from acidic to nearly neutral conditions (pH = 2 to 6) (Table 4). The lower adsorption at lower pH was mainly attributed to competitive adsorption of hydrogen ion and metal ions. Hydrogen ions occupied sites hinder the adsorption of metal ions and electrostatic repulsion also comes into play in such cases. However, when the pH is increased, the concentration of hydrogen ions decreases and metal ions can easily bind active sites on the adsorbent. A similar situation has been described for the adsorption of copper(II) and zinc(II) ions onto AS-multi-walled carbon nanotube and OX-multi-walled carbon nanotube [77, 178, 179]. Table 5 summarizes selected applications of carbon nanotube-based adsorbents for the removal of organic molecules from aqueous media.

Table 4 Adsorption data of different composite hydrogels containing graphene oxide (and derivatives) used for the removal of dyes from water
Table 5 Applications of carbon nanotube-based adsorbents for removal of organic pollutants

9 Application of Nanoadsorbents in Water and Wastewater Systems

Water plays an important role in the development of urban communities, but currently, access to quality water resources is facing challenges. On the other hand, with the amount of water demand for urban, agricultural and industrial uses, it is increasing, so it is important to pay attention to the new technologies of water and wastewater treatment, and one of these methods is the use of nanomaterials [180,181,182,183,184,185,186,187]. Nanotechnology has provided a clear vision for the development of new generation water supply systems that have high performance, proper water purification and reduction of waste water pollutants [188,189,190,191,192,193]. In recent years, the applications of nanotechnology in industry as a catalyst, medicine and pharmaceuticals, gas measurement, biology, environment and water and wastewater treatment have made significant progress. The use of nanoparticles, due to their high specific surface area and high adsorption and selectivity, has many advantages in water and industrial wastewater treatment systems, and these nanomaterials can effectively remove organic pollutants, mineral anions, bacteria, and heavy metals from aqueous solutions. The efficiency of water purification with nanoparticles directly depends on the efficiency of the nanoparticle; therefore, by using the appropriate nanoparticle, an efficient system can be designed. Pollutants are absorbed on the active surfaces of nanoadsorbents, which is a surface phenomenon and is carried out by physical forces, sometimes weak chemical bonds in the absorption process, which depends on several factors such as temperature, pressure, characteristics of the adsorbent, and absorption. It depends on the solvent, the simultaneous presence of other pollutants, and operational conditions such as pH, concentration of pollutants, contact time, and particle size. The nanomaterials used in the water and wastewater treatment system include carbon-based nanoadsorbents such as carbon nanotubes, metal-based nanoparticles, polymeric nanoparticles, and zeolites which have a high absorption potential due to their high active surface and the amount of adsorbent compared to conventional attractors are reduced, so it becomes possible to use smaller equipment in wastewater treatment systems. Table 6 presents the advantages, disadvantages and applications of these nanoparticles. In order to improve water and wastewater treatment, suitable solutions for the use of nanoadsorbents should be considered. Both carbon and metal nanotube absorbers are used to absorb heavy metals such as arsenic, cadmium, and mercury. In this context, metal nanoparticles and zeolites have been developed economically and compatible with water purification systems. In the use of nanoabsorbents, there are limitations such as operational limitations, high production costs, and the possibility of environmental and human risk. In order to remove these obstacles, it is necessary to industrialize the use of these nanoabsorbents with the support of the government and research institutions. Different methods are used in the industry to separate toxic compounds and heavy metals, and the surface absorption process is considered for wastewater treatment due to its ease and low cost. Nanoadsorbents are of interest due to their high specific surface, high efficiency, and ease of separation, and in recent years, with the development of nanotechnology, the use of nanoadsorbents in water and wastewater treatment has expanded. These applications are in the field of water and wastewater treatment for the separation of toxic compounds and pollutants, desalination, and separation of heavy metals. The results of the review of sources and references in this field show that the use of nanotechnology increases the efficiency of the water and wastewater treatment system. Surface adsorption is considered as an effective and economic method for removing heavy metals from industrial wastewater. In the surface absorption method, the adsorbent is able to absorb pollutants into its pores and separate them from water due to its surface area and high porosity volume. Nanoadsorbents have high capacity, high selectivity, and low density, which has led to the expansion of their use in water and wastewater treatment. In recent years, carbon nanotubes have been proposed to absorb toxic compounds such as lead and cadmium, which have the possibility of absorbing these harmful compounds from water. The physical characteristics of carbon nanotubes, such as their morphology and active surface, are effective on their absorption. The development of nanotechnology in the field of removing heavy metals from water has led to the improvement of water and wastewater treatment systems. In recent years, the use of nanoparticles for the surface adsorption of compounds has been expanded due to the high specific surface area, selectivity of the reaction, and high adsorption efficiency. Nitrate removal using nanoadsorbents is one of these industrial applications, which is proposed as an alternative to conventional adsorbents. In research, the possibility of using multi-walled carbon nanotubes modified with chitosan biopolymer to remove heavy metals has been investigated, the results of which showed that carbon nanotubes in optimal conditions have high efficiency for absorbing lead, zinc, and cadmium. It should be noted that nanotechnology and the use of nanoabsorbents in water and wastewater treatment are among the solutions that are expanding. Therefore, the selection of the absorbent according to the process conditions should be done with technical and economic issues in mind.

Table 6 Properties, applications, and innovative aspects of nanoadsorbents [172]

10 Future Challenges and Perspectives

In recent decade, various researches have been performed on the application of nanoparticles in the water and wastewater industries. In generally, these nanoparticles are divided to carbon nanotubes. Carbon nanotubes have a high active specific surface, while easy reuse. Water purification systems should be designed according to population and environmental conditions; therefore, attractants with selectivity and high absorption ability can improve water quality while improving the operational system of purification. Advances in nanotechnology have made it possible to use these materials in water and wastewater treatment processes. In recent years, nanoadsorbents have been developed to absorb heavy metals, toxic compounds, radionuclides, organic and mineral salts, bacteria and viruses in water and wastewater treatment systems. Progress in the field of synthesis of nanoadsorbents and their use in water and wastewater treatment systems improves the treatment performance and enables improvement in process operations. Increasing the efficiency of the system, reducing the space required for purification, as well as stable operations in different conditions are the advantages of using nano-absorbents in water and wastewater treatment. Therefore, with nanoabsorbents, the possibility of optimal use of water resources for expansion and sustainable development is provided. The combination of advanced nanotechnology with conventional purification processes has provided a suitable perspective for the development of water and wastewater units. This has caused nanoabsorbents to have a high potential for organic and inorganic pollutant removal processes and disinfection in water and wastewater treatment systems. In addition to saving the amount of absorbent materials, it enables the reduction of the dimensions of water and waste water treatment process equipment. Due to the specific surface of nanoabsorbents, they have unique properties based on their size (fast dissolution, high reactivity, strong absorption). These special properties of nanomaterials provide the possibility of developing new materials with high technology for water and wastewater treatment processes.

Nanoadsorbents, including carbon nanotubes and nanocomposites, have been developed in water and wastewater treatment, which are used to remove heavy metals and organic and biological pollutants from water. These nanoadsorbents have high efficiency in reducing pollutants and the required amount of nanoadsorbent to absorb the compounds of pollutants is very low. Therefore, with the development of nanotechnology, the use of these nanoadsorbents as new purification methods is proposed. Comparing the efficiency of nanoadsorbents and evaluating their mechanism of action in removing pollutants, it is possible to choose the appropriate adsorbent. It should be noted that the various applications of nanoadsorbents based on the high specific active surface and selectivity for absorbing the compounds of pollutants and toxins have led to their increasing use in water and wastewater treatment systems in the world. It is important to pay attention to the researches of nanoparticles in the world and to study the practical and industrial needs of the country in the direction of the production of nanoabsorbents and localization of purification methods. Although significant progress has been made in the field of using nanoparticles in water and wastewater treatment systems, there are limitations for nanoparticles in terms of water applications in the form of laws and regulations, as well as potential health risks. Therefore, researches on the development of nanoparticles compatible with living organisms have been proposed, and with targeted researches in the field of industrial applications of these nanoparticles, it is possible to preserve the environment and recover water resources while promoting and improving the operations of the purification system. Therefore, there is a need to investigate the methods of commercializing the use of nanoadsorbents in industrial treatment plants, and while reducing the production costs of nanoadsorbents and increasing the ease of operation of the treatment plant, environmental studies should be carried out so that the practical use of nanoadsorbents in water and sewage systems is possible.

11 Conclusion

1. In recent years, nanoparticles have been used as adsorbents due to their unique properties such as chemical activity, smaller grain size and good adsorption capacity. In this paper, nanoadsorbents are introduced and studied, isotherm equations and kinetics of nanoadsorbents, types of nanoadsorbents, properties and adsorption mechanisms in nanoadsorbents as well as the challenges in using nanoadsorbents. It has been said that adsorption using nanoadsorbents is one of the most effective and efficient ways to remove many contaminants in water. Providing adsorption isotherms is essential for optimizing adsorption pathways. In fact, adsorption isotherms, due to the description of how pollutants interact with adsorbents, express the surface properties and capacity of adsorbents and contribute significantly to the design of adsorption systems. Understanding the mechanism, surface properties and degree of tendency of nanoadsorbents depends on physical, chemical, and thermodynamic parameters. There are three basic approaches to equilibrium isotherm models: kinetic considerations, thermodynamic considerations, and potential theory. Kinetic models contain information about the adsorption mechanism and the steps affecting the control of the adsorption process. These steps involve mass transfer processes or chemical reactions. Quasi-first-order and quasi-second-order kinetic models are the most commonly proposed kinetic models. Nanomaterials are classified into different groups according to their role in the adsorption process and also depending on the intrinsic surface properties and external factors. The use of various methods to actuate the surface of different nanomaterials improves the adsorption process in them. By continuing the process of surfacing, the accumulation and agglomeration of nanoparticles is prevented and the selectivity of nanoadsorbents increases. Finally, the main challenges of using nanoadsorbents in the water treatment process include the use of carriers, separation of nanomaterials, and reduction of nanoadsorbents.

2. Nanoadsorbents are an attractive and promising option for use in the water treatment process due to their high specific surface area and unique physical and chemical properties. In this paper, carbon-based nanoadsorbents such as carbon nanotubes, graphene, graphene oxide, and reduced graphene oxide are introduced as common nanoadsorbents in the water treatment process. Carbon nanotubes are known as a new class of adsorbents for the treatment of toxic pollutants due to their highly porous hollow structure, high specific surface area, low density, surfactant groups, and hydrophobic surfaces, and are capable of strong interactions with organic pollutants. The adsorption regions on a carbon nanotube coil include the inner regions, the channels created between the cracks, the outer grooves, and the outer surface. The adsorption process in external places such as grooves and external surfaces is done much faster than internal places such as created channels and inside pipes and reaches a state of equilibrium. Open coils of carbon nanotubes have more adsorption capacity than closed nanotubes. Despite the advantages of using carbon nanotubes as nanoadsorbents, their use in the water treatment process still faces limitations, the most important of which is the very high cost of production. By recycling carbon nanotubes, the cost of water and wastewater treatment using these nanoadsorbents is greatly reduced. Carbon nanotubes are used to absorb and remove organic dyes such as safranin, red acid, methyl orange, methylene blue, rosin ink, Morin, etc. from water. Graphene, due to its unique properties such as perfect carbon nanostructure with sp2 hybridization, large specific surface area, and strong interactions with other atoms and molecules, is an attractive and promising option for absorbing and removing harmful contaminants from aqueous systems such as dyes, pollutants, and toxic elements.