Received: 22 October 2021 | Revised: 27 December 2021 | Accepted: 23 January 2022 DOI: 10.1002/jobm.202100554 REVIEW A comprehensive review on emerging trends in industrial wastewater research Sumira Malik1 | Shristi Kishore1 | Shilpa Prasad1 | Maulin P. Shah2 1 Amity Institute of Biotechnology, Amity University Jharkhand, Ranchi, Jharkhand, India 2 Environmental Technology Lab, Bharuch, Gujarat, India Correspondence Sumira Malik, Amity Institute of Biotechnology, Amity University Jharkhand, Ranchi 834001, Jharkhand, India. Email: smalik@rnc.amity.edu Abstract Rapid industrialization is one of the intricate factors that is linked to the depletion of water resources and increased generation of wastewater. Due to various obstructions and impediments, such as ineffective treatment solutions, exorbitant prices, lack of basic amenities, insufficient financial assistance, and technical expertise, sustainable treatment of industrial effluents has become an onerous process in most parts of the world. The majority of current treatment solutions are conventional and outdated, and thus fall short to remove all the contaminants efficiently from the industrial wastewater. Moreover, poorly treated or untreated industrial effluents are indiscriminately dumped into water bodies such as lakes, ponds, and rivers, causing substantial health hazards to humans and animals and serious threats to the aquatic ecosystem. Thus, there is a need for highly efficient, cost‐effective, and sustainable technologies for the treatment of industrial wastewater. Employment of microbial technologies such as microbial fuel cells and microalgal technologies, treatment of wastewater can be coupled with the production of bioelectricity and valuable biomass, respectively. Moreover, with nanofiltration and biochar technologies, the efficiency of the overall treatment procedure can be increased to a greater extent. The present review aims to highlight opportunities and challenges associated with some of the emerging trends in industrial wastewater research. KEYWORDS biochar technology, microalgal wastewater treatment, microbial fuel cells, nanofiltration, wastewater treatment Abbreviations: BOD, biological oxygen demand; COD, chemical oxygen demand; DO, dissolved oxygen; IEM, ion exchange membrane; MBR, membrane bioreactor; MF, microfiltration; MFC, microbial fuel cell; NF, nanofiltration; PBR, photobioreactors; RO, reverse osmosis; TDS, total dissolved solid; TN, total nitrogen; TP, total phosphorus; TS, total solid; UF, ultrafiltration. Sumira Malik and Shristi Kishore contributed equally to this study. 296 | © 2022 Wiley‐VCH GmbH www.jbm-journal.com J Basic Microbiol. 2022;62:296–309. 1 | | ET AL. INTRODUCTION The tremendous growth of the human population has resulted in rapid industrialization, which is one of the critical components of the economic prosperity of a nation. However, with exponentially rising population, fast urbanization, and rapid industrialization, the rate of water consumption and wastewater generation is also increasing significantly. Globally, approximately 350 billion cubic meters of wastewater is released per year, out of which 48% is discharged untreated into the environment [1]. At present, water usage by the industrial sector accounts for less than 20% of overall water consumption, but this figure is anticipated to quadruple by the year 2050 [2]. Every year, a significant amount of untreated or inadequately treated industrial effluent is indiscriminately dumped into the environment, posing substantial health hazards to humans and animals and serious threats to the ecosystem [3]. As a consequence of increased water use and wastewater generation from the industries, there is a need for developing plausible strategies and carrying out extensive research efforts for the effective management of industrial wastewater. The inhibitory properties of persistent contaminants, frequently fluctuating composition of the matrix, and high contents of organic pollutants make the treatment of industrial wastewater a highly complex process [4]. For the conventional treatment of industrial wastewater, two processes are usually employed: primary treatment and secondary treatment. Coarse pollutants are eliminated during the primary treatment, whereas organic wastes are bioremediated using microbes during secondary treatment. However, these conventional treatment technologies such as flocculation, coagulation, ion exchange, sedimentation, biosorption, and so forth, are excessively expensive, nonreliable, and require a large land area and a considerable amount of energy to operate [5]. Moreover, because of their resistance to conventional wastewater treatment technologies, toxic chemicals such as pharmaceuticals, pesticides, heavy metals, and many more noxious pollutants are frequently discharged into the aquatic bodies. These pollutants are highly persistent and exhibit substantial toxicity to the environment. Therefore, the release of industrial wastewater is governed by strict and specified criteria all over the world. With the growing demand for stricter discharge regulations, a greater focus is being given to more reliable, cost‐effective, and sustainable treatment technologies. The use of microorganisms such as microalgae in wastewater treatment plants provides opportunities to remove pollutants along with the simultaneous production of valuable products such as biofuels, pigments, and therapeutic proteins by integrating the biorefinery concept [6]. Technologies such as microbial fuel cells (MFCs) offer contingency to treat wastewater coupled with the 297 generation of bioelectricity [7]. Moreover, by employing biochar derived from materials such as sewage sludge, manure, rice husks, and so forth, pollutants such as heavy metals, pesticides, antibiotics, and many more can be removed efficiently and sustainably [8]. Additionally, with nanofiltration (NF) membranes, solutes having very low molecular weight can also be proficiently removed from the wastewater [9]. The present review highlights opportunities and challenges associated with some of the recent and promising technologies for the treatment of industrial wastewater. 2 | C H A RA CT E RI ZA T I O N O F IN DUS TR IAL W AS TEW ATER A ND THEIR TR E ATMENT Industrial effluents have been a major contributor to wastewater generated in the last few decades across the globe. Industrial wastewaters that are originated from various industries act as a reason for increasing water pollution. Generally, effluents discharged from different industries have high biological oxygen demand (BOD), chemical oxygen demand (COD), total solids (TS), total dissolved solids (TDS), metals such as sodium, potassium, calcium, and magnesium, total hardness, total phosphates, sulfates, and nitrogen [10]. Moreover, the amount of dissolved oxygen (DO) is generally present below the recommended range. Heavy metals also act as major contaminants in industrial wastewater. Heavy metals such as lead, arsenic, copper, zinc, chromium, cadmium, mercury, and nickel are the most common heavy metals present in wastewater that possess significant health hazards to humans and substantial toxicity to the ecosystem [11]. International organizations such as United states Environmental Protection Agency, WHO, and the European Union Commission, have set a limit for the concentration of different heavy metals present in water [12,13]. Table 1 summarizes the typical characteristics of different types of industrial wastewaters along with respective recommended treatment approaches according to different references. 3 | R EC EN T T EC HN OL OG I ES F OR THE TR E ATMENT OF INDU STRIAL WASTEWATER 3.1 | NF In the past few years, membrane technology has become increasingly popular in the wastewater treatment sector for generating fresh water for both household and 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License MALIK 1289–12,248 ‐ 6.1–7.7 0.38–1.42 9033 ‐ ‐ 145.5–293.4 124–186 40.40–83.39 10.01–19.11 2.10–6.50 0.0375–0.7000 21.0–83.0 5.0–16.0 6–10 ‐ 80–6000 150–12,000 ‐ 2900–3100 ‐ <10 600–1000 ‐ ‐ <10 ‐ <5 7000 ‐ DO (mg/L) BOD (mg/L) COD (mg/L) TS (mg/L) TDS (mg/L) Total hardness CaCO3 (mg/L) Total phosphates (mg/L) Sulfates (mg/L) Calcium (mg/L) Magnesium (mg/L) Ammonical nitrogen (mg/L) Nitrite nitrogen (mg/L) Nitrate nitrogen (mg/L) Sodium (mg/L) Potassium (mg/L) ‐ 1320 ‐ ‐ ‐ 12,006 ‐ ‐ 1.14–11.55 ‐ ‐ ‐ ‐ ‐ ‐ ‐ 17.1 ‐ 21,300 ‐ 12,840 4464 2.72 8.3 29 Tannery wastewater [22,23] ‐ 0‐0.24 0.48–13.05 ‐ ‐ ‐ ‐ ‐ 67.7 ‐ ‐ ‐ 23,727 10,800 7.51–74.10 ‐ 1096.41–8926.08 1609–3980 0 3.8 36.8 Sugarcane industry wastewater [20,21] 220 4008 ‐ ‐ ‐ 60 250 96 170 ‐ ‐ ‐ 9590 5668 ‐ 7.0 ‐ Fish canning industry wastewater [24,25] | MALIK ET AL. 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License 10.24–15.52 18–26.42 9033 4.6–7.3 24–30.5 pH 26.2–35.4 35–45 Temperature (°C) Brewery industry wastewater [18,19] Textile industry Dairy industry wastewater [14,15] wastewater [16,17] Physico‐chemical characterization of different industrial wastewater with recommended treatment approaches Parameters TABLE 1 298 | Abbreviations: BOD, biological oxygen demand; COD, chemical oxygen demand; DO, dissolved oxygen; MFCs, microbial fuel cells; TS, total solid; TDS, total dissolved solid. Air flotation, neutralization, Coagulation/ coagulation, adsorption, flocculation, micro‐electrolysis, bio‐oxidation photocatalysis, electrocatalysis, oxidation ditch technology, activated sludge, microalgal treatment, and membrane process Anaerobic and aerobic treatment, coagulation/ flocculation, adsorption, and electrochemical methods and electro‐ oxidation methods Membrane bioreactor, membrane filtration, fluidized bed reactor, electrochemical methods, and MFCs Employment of Activated sludge, tricking filters, microbes such as aerated lagoons, upflow fungi, algae, anaerobic sludge blanket, bacteria, MFCs anaerobic filters, Fenton's process, electrochemical process, and photocatalytic electrocoagulation oxidation, ozone process, ion‐exchange, adsorption, filtration, coagulation Recommended treatment Textile industry Dairy industry wastewater [14,15] wastewater [16,17] Parameters TABLE 1 (Continued) Brewery industry wastewater [18,19] Sugarcane industry wastewater [20,21] Tannery wastewater [22,23] Fish canning industry wastewater [24,25] ET AL. 299 industrial objectives. Membrane techniques can be divided into microfiltration (MF), ultrafiltration (UF), NF, and reverse osmosis (RO) based on their pressure gradient across the membrane [26]. NF and RO are the two techniques that are kept under the main canopy of membrane filtration where high pressure and shear force is applied to the wastewater against the semipermeable membrane [26]. Although UF and RO techniques have been extensively applied in different sectors, they still have some limitations such as membrane fouling and nonretention of small chemicals that confine their uses [27]. The applications of NF are broadening and they are taking over other membrane filtration techniques such as RO due to the requirement of comparatively low working pressure and a high permeation flux. Moreover, NF consumes lower energy than RO and has higher exclusion as compared to UF [9]. These features have brought NF massive attention from scientists to be explored in the treatment of wastewater. Figure 1 shows the filtration efficiencies of MF, UF, and NF membranes. In the process of NF, low‐molecular‐weight solutes are separated with the help of a semipermeable NF membrane, typically with a pore size of 1–5 nm under 5–35 bar operating pressure [26,28]. The separation of contaminants by NF membranes is dependent on the variations in particle size and the types of charges present (in the case of ionic contaminants) [29]. NF membranes have effectively been used in the treatment of different industrial wastewater on a bench scale. In a study, sheet NF membrane 4040‐TS80‐TSF was used to treat batik industry wastewater on a bench scale. The sheet NF membrane showed a steady flux and a removal efficiency of more than 80% for all the dyes present in the wastewater [30]. Similar results were observed when AFC‐40 NF membrane was employed in the treatment of zinc‐ containing industrial wastewater. A rejection of >98% was reported in the study [31]. NF can also be employed combinedly with other technologies for the more efficient treatment of wastewater. In a study, membrane bioreactor (MBR) technology was used in the treatment of dairy industry wastewater. However, high contents of dissolved solids in the permeate precluded it from being reused. Thus, NF was used to treat the MBR permeate to remove these solids. The combined MBR‐NF system showed 99.9% removal efficiency for COD and 93.1% for solid wastes [32]. Although little information is available on the performance of NF in pilot scale, some recent studies have investigated its potential in large‐scale treatment of industrial wastewater. In a study, long‐term performance of NF membranes was studied on pilot scale for the treatment of industrial wastewater containing pharmaceuticals, personal care products, and environmental estrogens. It was observed that the rejection rates of almost all the pollutants present in 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License MALIK | MALIK ET AL. F I G U R E 1 Filtration efficiencies of microfiltration, ultrafiltration, and nanofiltration membranes TABLE 2 Applications of NF membranes in the treatment of some industrial wastewaters Type of NF membrane Application in industrial wastewater treatment Treatment type Sheet NF membrane 4040‐TS80‐TSF Batik industry wastewater treatment AFC‐40 NF membrane Performance of NF membrane References Bench scale >80% dyes removal efficiency with a stable flux [30] Zinc‐containing industrial wastewater treatment Bench scale >98% value of rejection [31] Amino acid ionic liquid‐TFC NF membrane Real pigment wastewater treatment Bench scale Increased pure water permeability but lower rejection rates than other membranes [34] PUF‐6040 NF system Yeast industry wastewater treatment Pilot scale 6% increase in COD retention and decrease in permeate flux from 2300 L/day to 1250 L/day [35] Positilvely charged PA6DT‐C NF membrane Textile industry wastewater treatment Bench scale 3‐ to 4‐fold increased membrane flux than other membranes, achieved 98% rejection of synthetic dyes [36] NF90 membrane in tertiary and MBR in secondary treatment Dairy industry wastewater treatment Bench scale Combined system showed 99.9% efficiency for COD and 93.1% for solid wastes [32] NF270 membrane Textile industry wastewater Pilot scale 98.4 ± 2.2% COD removal rate during batch operation and 94.7 ± 3.4% COD removal rate during continuous operation [37] Abbreviations: COD, chemical oxygen demand; NF, nanofiltration. the wastewater were >80%, however, due to the presence of bacterial genera including Stenotrophomonas, Pseudoxanthomonas, Cloacibacterium, Methyloversatilis, and Sphingopyxis, the phenomenon of membrane fouling was evident [33]. Applications of various NF membranes in the treatment of some industrial wastewaters are summarized in Table 2. 3.2 | Microalgal wastewater treatment Wastewater treatment using microalgae can be a sustainable and eco‐friendly alternative to conventional treatment technologies [38]. The sunlight falling on the wastewater's surface can be used by microalgae to grow and remove the contaminants simultaneously. Microalgae 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License 300 | ET AL. can also thrive in desiccated environments and hypersaline wastewater. Furthermore, approximately 2 kg of carbon dioxide can produce one kilogram of algal biomass [39]. This provides an opportunity to treat wastewater coupled with the sequestration of carbon dioxide. The contaminants in wastewater are taken up by the microalgae as nutrients that are assimilated for their growth. Thus, microalgae can be employed as potential agents for lowering the BOD and COD and removing pollutants from wastewater [38]. For this purpose, wastewater from industries, agro‐industries, households, livestock, and food‐processing industries that are rich in organic matter and trace nutrients required for the growth of microalgae can be used [40]. The treatment of wastewater with the help of microalgae is called phycoremediation. Phycoremediation enables industries to treat wastewater with very low use of chemicals and reduces the energy costs that are associated with conventional technologies. Microalgae can be employed to remove nutrients, heavy metals, pathogens, dyes, and many more contaminants from the wastewater. Moreover, they can also reduce the BOD by producing oxygen via photosynthesis [41]. Figure 2 shows a schematic representation of microalgae wastewater treatment. Generally, raceway ponds and photobioreactors (PBR) are used to cultivate microalgae. Raceway ponds, also known as high‐rate algal ponds, are open shallow systems having crescent ends with affixed paddle wheels for the maintenance of consistent commixing of the contents [42]. PBRs can be constructed either in horizontal or vertical rows. In most cases, the diameters of PBRs are kept narrow for allowing the penetrance of FIGURE 2 301 light throughout the columns. In PBRs, sparging of air fulfills the requirement of carbon dioxide for algae and aids in the proper mixing of the contents [43]. Table 3 lists various applications of microalgae in the treatment of different types of industrial wastewater. 3.3 | MFCs MFCs are biocatalyzed electrochemical systems that perform the conversion of chemical energy stored in the bonds of organic substrates into electrical energy with the aid of electrogenic microorganisms via a series of redox reactions, generally in the absence of oxygen [52,53]. Equations 1–13 show oxidation–reduction reactions occurring inside an MFC were glucose, glycerol, malate, and sulfur act as substrates [54]. In MFCs, organic molecules act as substrates for microorganisms, particularly bacteria, to grow by catalyzing the oxidation of reduced molecules. The electrons produced during this process travel through various respiratory enzymes and lead to the generation of a chemical energy gradient that is further utilized for the generation of electrical energy. For the completion of oxidation, molecules such as oxygen act as terminal electron acceptors [55]. A schematic representation of chemical reactions occurring inside an MFC is shown in Figure 3. At anode (oxidation reactions) Schematic representation of microalgae wastewater treatment Glucose: C6 H12 O6 + 12H2 O → 6HCO3− + 30H+ + 24e‐E° = −0.429V versus SHE, (1) 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License MALIK | MALIK TABLE 3 ET AL. Application of microalgae in the treatment of different types of industrial wastewater Types of industrial wastewater Microalgal species Application References Brewery industry wastewater Scenedesmus dimorphus >99% removal of nitrogen and phosphorus [44] Chlorella sp. Complete removal of nitrogen, phosphorus, and organic carbon [45] Chlamydomonas polypyrenoideum Removal of nitrate, nitrite, chloride, phosphate, ammonia, and fluoride [46] Acutodesmus dimorphus Reduction of COD, removal of nitrogen, and generation of valuable biomass [47] Tannery wastewater Scenedesmus sp. Removal of heavy metals such as chromium, copper, lead, zinc, and nutrients such as nitrate and phosphate [48] Pickle industry wastewater Chlorella pyrenoidosa Nutrient removal and lipid production [49] Cane sugar industry wastewater Tribonema minus Nutrient removal and production of valuable biomass [50] Pharmaceutical industry wastewater Nannochloropsis sp. Removal of pharmaceuticals like paracetamol, ibuprofen, and olanzapine [51] Dairy industry wastewater F I G U R E 3 A schematic representation of chemical reactions occurring inside a microbial fuel cell. IEM, ion exchange membrane Glycerol: C3 H8 O3 + 6H2 O → 3HCO3− + 17H+ + 14e‐E° = −0.289V versus SHE, Malate: C4 H5 O5− + 7H2 O → 4H2 CO3 + 11H+ + 12e‐E° = −0.289V versus SHE, Sulfur: HS‐ → S0 +H+ + 2e‐E° = −0.230V versus SHE. NO3− + 2e– + 2H+ → NO2− +H2 OE° (2) = +0.433V versus SHE, NO2− + e– + 2H+ → NO + H2 OE° (3) = +0.350V vesrsus SHE, NO+ e– + H+ → 1/2N2 O + 1/2H2 OE° (4) At cathode (reduction reactions) = +1.175V versus SHE, 1/2N2 O + e– + H+ → 1/2N2 +1/2H2 OE° = +1.355V versus SHE, O2 + 4H+ + 4e– → 2H2 OE° = +1.230V versus SHE, (5) O2 + 2H+ + 2e– → H2 O2 E° = +0.269V versus SHE, (6) 2NO3− + 12H+ + 10e– → N2 + 6H2 OE° = +0.734V versus SHE, (7) (8) (9) (10) (11) 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License 302 | ET AL. Fe3+ + e– + H+ → Fe2+ +1/2H2 OE° = +0.773V versus SHE, MnO2 + 4H+ + 3e– → Mn2+ + 2H2 OE° = +0.602V versus SHE. (12) (13) Apart from the generation of electrical energy, MFCs can also be employed in solving another global challenge, that is, wastewater treatment. Inside an MFC, bacteria are recruited to catalyze the degradation of substrates and generate/maintain the current flow. Thus, using contaminants such as organic matter from effluents of different synthetic industries as substrates for bacterial degradation, electricity generation can be coupled with the treatment of wastewater [56]. Moreover, MFC technology has improved drastically in terms of wastewater treatment efficiency and power generation over the last few years. MFCs have demonstrated remarkable pollutant removal performance, with a COD removal efficiency of >90% [57]. Many pieces of literature have reported the treatment of different industrial wastewater with the help of MFCs. In a study, catalyst and mediator‐less, two‐chambered MFC was developed for treating dairy industry wastewater. The MFCs showed a remarkably high COD removal rate with an efficiency of 90.46%. Along with wastewater treatment, dairy effluents used in the anode chamber acted as a substrate for simultaneous generation of bioelectricity with 621.13 mW/m2 maximum power density [58]. In another study, microbial consortium of Clostridium TABLE 4 303 butyricum and Shewanella oneidensis were inoculated in a scaled‐up air cathode MFC to remove pollutants from dairy wastewater. The scaled‐up MFC showed an extraordinarily high performance with COD, BOD, nitrate, organic nitrogen, sulfate, and organic phosphorus removal efficiency of 93% 95%, 100%, 57%, 90%, and 90%, respectively. Furthermore, a maximum power density of 0.48 W/m3 was obtained [57]. Thus, wastewater rich in organic matter can efficiently be employed in MFCs for the generation of bioelectricity with simultaneous removal of contaminants. Various literatures that report the use of MFC in wastewater treatment coupled with electricity generation are summarized in Table 4. 3.4 | Biochar technology Biochar is a porous carbonized material produced by pyrolysis or thermochemical decomposition of biomass in the absence or scarcity of oxygen [64]. Due to the presence of a broad surface area, a large number of pores, oxygenated exterior functional groups, and economic viability, biochar can effectively be used in the removal of various organic and inorganic pollutants [65]. Moreover, biochar can be prepared with the use of organic wastes such as manure, sewage sludge, and lignocellulosic biomass as substrates, thus reducing the use of chemicals in its preparation [66]. Biochar derived from sewage sludge is mineral‐rich, has high porosity, contains required MFCs using industrial wastewater as substrates and their performance in electricity generation and wastewater treatment Type of MFCs Industrial wastewater Performance of MFC References Dual‐chamber MFC Vegetable oil, glass, metal, and marble industrial wastewater 85%–90% COD treatment efficiency with maximum voltage of 890 mV [59] Single‐chamber MFC Wood hydrothermal industry wastewater ~87% COD removal efficiency with 71 mW/m2 maximum power density [60] MFC with MnO2/ TiO2/g‐C3N4 electrode Organic acids industrial wastewater 17.77 kg COD/m3 day COD removal capacity with 1176.47 mW/m3 maximum power density [61] Single chamber mediator‐less MFC Petroleum refinery wastewater ~84.4% substrate degradation efficiency with maximum power density of ~225 mW/m2 [62] Scaled‐up air cathode MFC Dairy industry wastewater 93% COD, 95% BOD, 100% nitrate, 57% organic nitrogen, 90% sulfate, 90% organic phosphorus removal efficiency with 4800 mW/m3 maximum power density [57] Single chamber MFC Food industry wastewater with vegetable oils ~80% COD removal rate with 2.24 W/m2 maximum power density [63] Catalyst and mediator‐ less MFC Dairy industry wastewater ~90% COD removal rate with 621.13 mW/m2 maximum power density [58] Abbreviation: MFCs, microbial fuel cells. 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License MALIK | FIGURE 4 MALIK ET AL. Mechanisms of adsorption of pollutants by biochar Biochar Pollutant removed Efficiency References Rice husk‐derived biochar Lead 96.41% [70] Cadmium 94.73% Lead 95.38% Cadmium 93.68% Sewage sludge‐derived biochar Tetracycline 26%–60% [71] Chicken manure‐derived biochar Microcystin‐LR 100% [72] Water hyacinth‐derived magnetic biochar Zinc Above 80% [73] MnFe2O4‐biochar composite Thallium 99% [74] Wheat straw‐derived biochar T A B L E 5 Application of biochar in the removal of different pollutants from industrial wastewater Copper functional groups, and possesses a large number of sites capable of adsorbing contaminants [67]. These properties of sewage sludge‐derived biochar make them suitable candidates to be used in the effective treatment of industrial wastewater. Biochar removes contaminants through various mechanisms such as physical adsorption, surface precipitation, electrostatic interaction, pores filling, surface complexation, and ion exchange [65,68]. Variations in the physicochemical characteristics of the adsorbent and pollutant to be removed attribute to the different mechanisms of adsorption [69]. Figure 4 illustrates different mechanisms for the adsorption of pollutants by biochar. The application of biochar in the removal of different pollutants from industrial wastewater is listed in Table 5. 4 | ADVANTAGES AND LIMITATIONS O F R ECENT IN DUS TR IAL W AS TEW ATER TREATMENT T ECHNOLOGIES 4.1 | NF NF has many benefits over other conventional filtration technologies. With the help of NF, metal ions such as calcium and magnesium can be removed efficiently from hard wastewater without adding sodium ions to the filtration unit. Thus, in the softening of wastewater, NF does not require the addition of extra chemicals that were earlier necessary in the case of other treatment technologies for the past 50 years [75]. 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License 304 Unlike distillation, warming and chilling of feed are not required in the case of NF, thus reducing the separation expenditures efficiently. Moreover, there is no need for magnetic stirring for separating molecules in NF units. Above all, NF can deal with a large feed volume with a continuous and stable discharge rate of filtrate [26]. In a pilot‐scale study, NF was used to treat olive mill industry wastewater. A large feed volume of 0.125–1 m3 with constant pressure of 10 bar and feed flow rate of 370 L/h was used. It was observed that NF maintained a steady flux with COD, total suspended solids, total organic carbon, and oil and grease removal rate of 53%–77%, 83%–99%, 64%–99%, and 67%–82%, respectively [76]. Thus, NF can be used to treat considerably high feed volume with steady flux and high removal efficiency. However, due to the presence of nano‐sized pores, the applications of NF are limited in industries. Furthermore, some challenges such as fouling of NF membrane, insufficient separation of uncharged solutes, treatment of retentate, short membrane lifetime, and low resistance to chemicals are associated with NF [77]. 4.2 | ET AL. | Microalgal wastewater treatment Microalgal wastewater treatment has numerous benefits as compared to other technologies. Microalgae not only helps in the treatment of wastewater but also generates biomass that can be used as fertilizer, animal feed, substrate for biofuel generation, and has many more industrial applications [78,79]. Moreover, phycoremediation of wastewater is a low‐cost and environment‐friendly method for the removal of toxic pollutants and recovery of valuable metals [80]. However, some challenges are also associated with microalgal wastewater treatment. These challenges include the requirement of a large land area, the impact of environmental and working conditions on treatment efficiency, isolation of microalgal biomass from treated wastewater, and so forth, limit their applications in large scale [18,81]. Additionally, the characteristics of wastewater also influence algal growth. For example, several microalgal species are poisonous to ammonia, which may be found in large concentrations in industrial effluents. Moreover, unless the pH of the wastewater is calibrated to an appropriate range, microalgae cannot grow efficiently on the wastewater [82]. Sometimes, the levels of nitrogen and phosphorus might be insufficient to support the growth of microalgae, thus reducing the total biomass and delineating the treatment process unfeasible in a long run [6]. 305 4.3 | MFCs MFCs serve as a promising technology for treating wastewater coupled with the simultaneous generation of electrical energy. But the main shortcoming of this technology is its expensiveness. The use of costly electrodes as cathode and anode reduces its feasibility to be used in the treatment of industrial wastewater. However, the power generation by MFC can reduce its operational expenses. Moreover, sludge to be discharged into the environment after treatment is generated in a very minimal amount [7]. Other challenges such as low power densities, activation, concentration, ohmic losses, and so forth limit their applications in a large‐scale [83]. 4.4 | Biochar technology Despite having significant potentials to be used as adsorbents for the removal of various pollutants from wastewater, the mechanisms controlling the adsorption process of biochar are not completely clear [84]. Some concerns associated with the large‐scale commercialization of biochar in wastewater treatment include increased production costs, reduced stability, leaching out of embedded materials, complex modification methods, and so forth [8,85]. 5 | SIGNIFICANCE AND FU TU RISTIC P E RSP EC TIVE O F RECENT TECHNOLOGIES IN IN DUS TR IAL W AS TEW ATER RESEARCH Currently, environmental and economic issues have been developed during industrial wastewater treatment processes through harmful toxic discharge of nanomaterials and adsorbents imposing threat to human health, surroundings, and environment. This aims at the requirement for public surveys and initiative for intensive research‐based studies to reduce the toxicity in the environment to attain a sustainable environmental pollutants removal system [86]. Furthermore, there is the utmost requirement of the market to develop referenced nanomaterials through environment‐friendly procedures through green technology inviting future research in this area [87]. As of now, on market bases only a limited study for economic aspects is available and it further requires improvement in the treatment of industrial wastewater specifically focusing on technological and monetary perspectives. 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License MALIK | 6 | MALIK CONCLUSION The treatment of industrial wastewater utilizing new technologies is one of the current and prominent approaches in the field of wastewater treatment research. The development and implementation of new technologies will solve the critical issues of drinking freshwater scarcity and safety because of pollutants released in industrial wastewater, environmental threats, increase in population due to community enlargement, urbanization, and sanitation. As a challenge, worldwide researchers, academicians, and industrial research and development sectors are focusing on several novel technologies to overcome these constraints. Utilization of novel approaches and methodologies through NF, microalgal wastewater treatment, MFCs, biochar technology may contribute as an extremely promising, productive, less time and energy‐consuming, eco‐ friendly and inexpensive technique for the purpose of purification of industrial wastewater. However, with respect to the use of nanomaterials in the NF technique, the requirement of computerized digital monitoring methods that can suggest, predict and measure nanoparticles available in limited quantities in water. Furthermore, implementation of novel technologies such as NF, microalgal wastewater treatment, MFCs, biochar technology for the treatment of industrial wastewater pollutants is becoming a trend, and it is significantly refining and solving the relevant industrial wastewater issues in this advanced time. However, there is a gradual requirement of new technologies in the field of industrial wastewater treatment research for qualitative improvement of industrial wastewater through the elimination of toxins and related micro‐ and macrocontaminations. This also invites future research in the development of novel approaches for industrial wastewater treatment comprising being cost‐ effective, eco‐friendly, production at large industrial scale, and easily commercial. AC K N O W L E D G M E N T We want to acknowledge our organization for continuous motivation and support. CONFLI CT OF I NTER ESTS The authors declare that there is no conflict of interests. DATA A VAILABILITY S TATEMENT The data that support the findings of this study are available on request from the corresponding author. ORCID Shristi Kishore http://orcid.org/0000-0002-8851-5951 ET AL. REFER ENCES [1] Jones E, van Vliet M, Qadir M, Bierkens M. Country‐level and gridded estimates of wastewater production, collection, treatment and reuse. Earth Syst Sci Data. 2021;13:237–54. [2] Asgharnejad H, Khorshidi NE, Madani LM, Hajinajaf N, Rashidi H. Comprehensive review of water management and wastewater treatment in food processing industries in the framework of water‐food‐environment nexus. Compr Rev Food Sci Food Saf. 2021;20:4779–815. [3] Malik S, Ghosh P, Vaidya A, Mudliar S. Hybrid ozonation process for industrial wastewater treatment: principles and applications: a review. J Water Process Eng. 2020;35:101193. [4] Cai Q, Lee B, Ong S, Hu J. Fluidized‐bed Fenton technologies for recalcitrant industrial wastewater treatment–recent advances, challenges and perspective. Water Res. 2021;190: 116692. [5] Rajasulochana P, Preethy V. Comparison on efficiency of various techniques in treatment of waste and sewage water–a comprehensive review. Resource‐Efficient Technol. 2016;2: 175–84. [6] Al‐Jabri H, Das P, Khan S, Thaher M, Abdul Quadir M. Treatment of wastewaters by microalgae and the potential applications of the produced biomass–a review. Water. 2021; 13:27. [7] Munoz‐Cupa C, Hu Y, Xu C, Bassi A. An overview of microbial fuel cell usage in wastewater treatment, resource recovery and energy production. Sci Total Environ. 2021;754: 142429. [8] Wang J, Wang S. Preparation, modification and environmental application of biochar: a review. J Clean Prod. 2019; 227:1002–22. [9] Mulyanti R, Susanto H. Wastewater treatment by nanofiltration membranes. IOP Conf Ser Earth Environ Sci. 2018; 142:012017. [10] Garg S. Industrial wastewater: Characteristics, treatment techniques and reclamation of water. In: Roy S, Garg A, Garg S, Tran TA, editors. Advanced Industrial Wastewater Treatment and Reclamation of Water. Environmental Science and Engineering. Cham: Springer; 2022. p. 1–23. [11] Qasem N, Mohammed R, Lawal D. Removal of heavy metal ions from wastewater: a comprehensive and critical review. NPJ Clean Water. 2021;4:36. [12] Mohod CV, Dhote J. Review of heavy metals in drinking water and their effect on human health. Int J Innov Res Sci Eng Technol. 2013;2:2992–6. [13] Fernandez‐Luqueno F, Lopez‐Valdez F, Gamero‐Melo P, Luna‐Suárez S, Aguilera‐González EN, Martínez AL, et al. Heavy metal pollution in drinking water: a global risk for human health: a review. Afr J Environ Sci Technol. 2013;7: 567–84. [14] Ghaly A, Ananthashankar R, Alhattab M, Ramakrishnan V. Production, characterization and treatment of textile effluents: a critical review. J Chem Eng Proc Technol. 2014;5: 1–18. [15] Adane T, Adugna A, Alemayehu E. Textile industry effluent treatment techniques. J Chem. 2021;2021:1–14. [16] Tikariha A, Sahu O. Study of characteristics and treatments of dairy industry waste water. J Appl Environ Microbiol. 2014;2:16–22. 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License 306 ET AL. [17] Yonar T, Sivrioğlu Ö, Özengin N. Physico‐chemical treatment of dairy industry wastewaters: a review. In: Koca N, editor. Technological approaches for novel applications in dairy processing. IntechOpen; 2018. p. 1. [18] Enitan A, Adeyemo J, Kumari S, Swalaha F, Bux F. Characterization of brewery wastewater composition. Int J Environ Ecol Eng. 2015;9:1073–6. [19] Werkneh A, Beyene H, Osunkunle A. Recent advances in brewery wastewater treatment; Approaches for water reuse and energy recovery: a review. Environ Sustain. 2019;2: 199–209. [20] Gunkel G, Kosmol J, Sobral M, Rohn H, Montenegro S, Aureliano J. Sugar cane industry as a source of water pollution–case study on the situation in Ipojuca river, Pernambuco, Brazil. Water Air Soil Pollut. 2007;180:261–9. [21] Kushwaha J. A review on sugar industry wastewater: sources, treatment technologies, and reuse. Desalin Water Treat. 2013;53:309–18. [22] Jahan M, Akhtar N, Khan N, Roy C, Islam R, Nurunnabi M. Characterization of tannery wastewater and its treatment by aquatic macrophytes and algae. Bangladesh J Sci Ind Res. 2015;49:233–42. [23] Zhao C, Chen W. A review for tannery wastewater treatment: some thoughts under stricter discharge requirements. Environ Sci Pollut Res. 2019;26:26102–11. [24] Cristóvão RO, Pinto VM, Gonçalves AP, Martins RJ, Loureiro JM, Boaventura RA. Fish canning industry wastewater variability assessment using multivariate statistical methods. Process Saf Environ Prot. 2016;102:263–76. [25] Cristóvão R, Botelho C, Martins R, Boaventura R. Chemical and biological treatment of fish canning wastewaters. Int J Biosci Biochem Bioinforma. 2012;4:237–42. [26] Abdel‐Fatah M. Nanofiltration systems and applications in wastewater treatment: review article. Ain Shams Eng J. 2018; 9:3077–92. [27] Goosen MFA, Sablani SS, Al‐Hinai H, Al‐Obeidani S, Al‐ Belushi R, Jackson D. Fouling of reverse osmosis and ultrafiltration membranes: a critical review. Sep Sci Technol. 2005;39:2261–97. [28] Shon H, Phuntsho S, Chaudhary D, Vigneswaran S, Cho J. Nanofiltration for water and wastewater treatment–a mini review. Drink Water Eng Sci. 2013;6:47–53. [29] Mohammad A, Teow Y, Ang W, Chung Y, Oatley‐Radcliffe D, Hilal N. Nanofiltration membranes review: recent advances and future prospects. Desalination. 2015;356:226–54. [30] Rashidi H, Sulaiman N, Hashim N. Batik industry synthetic wastewater treatment using nanofiltration membrane. Procedia Eng. 2012;44:2010–2. [31] Kočanová V, Cuhorka J, Dušek L, Mikulášek P. Application of nanofiltration for removal of zinc from industrial wastewater. Desalin Water Treat. 2017;75:342–7. [32] Andrade L, Mendes F, Espindola J, Amaral M. Nanofiltration as tertiary treatment for the reuse of dairy wastewater treated by membrane bioreactor. Sep Purif Technol. 2014;126:21–9. [33] Xu R, Qin W, Zhang B, Wang X, Li T, Zhang Y, et al. Nanofiltration in pilot scale for wastewater reclamation: long‐ term performance and membrane biofouling characteristics. Chem Eng J. 2020;395:125087. | 307 [34] Xiao HF, Chu CH, Xu WT, Chen BZ, Ju XH, Xing W, et al. Amphibian‐inspired amino acid ionic liquid functionalized nanofiltration membranes with high water permeability and ion selectivity for pigment wastewater treatment. J Membr Sci. 2019;586:44–52. [35] Rahimpour A, Jahanshahi M, Peyravi M. Development of pilot scale nanofiltration system for yeast industry wastewater treatment. J Environ Health Sci Eng. 2014;12:55. [36] Cheng S, Oatley D, Williams P, Wright C. Characterisation and application of a novel positively charged nanofiltration membrane for the treatment of textile industry wastewaters. Water Res. 2012;46:33–42. [37] Kurt E, Koseoglu‐Imer D, Dizge N, Chellam S, Koyuncu I. Pilot‐scale evaluation of nanofiltration and reverse osmosis for process reuse of segregated textile dyewash wastewater. Desalination. 2012;302:24–32. [38] Mohsenpour S, Hennige S, Willoughby N, Adeloye A, Gutierrez T. Integrating micro‐algae into wastewater treatment: a review. Sci Total Environ. 2021;752:142168. [39] Shahid A, Malik S, Zhu H, Xu J, Nawaz MZ, Nawaz S, et al. Cultivating microalgae in wastewater for biomass production, pollutant removal, and atmospheric carbon mitigation; a review. Sci Total Environ. 2020;704:135303. [40] Molazadeh M, Ahmadzadeh H, Pourianfar HR, Lyon S, Rampelotto PH. The use of microalgae for coupling wastewater treatment with CO2 biofixation. Front Bioeng Biotechnol. 2019;7:42. [41] Prajapati SK, Kaushik P, Malik A, Vijay VK. Phycoremediation coupled production of algal biomass, harvesting and anaerobic digestion: possibilities and challenges. Biotechnol Adv. 2013;31:1408–25. [42] Rogers JN, Rosenberg JN, Guzman BJ, Oh VH, Mimbela LE, Ghassemi A, et al. A critical analysis of paddlewheel‐driven raceway ponds for algal biofuel production at commercial scales. Algal Res. 2014;4:76–88. [43] Posten C. Design principles of photo‐bioreactors for cultivation of microalgae. Eng Life Sci. 2009;9:165–77. [44] Lutzu GA, Zhang W, Liu T. Feasibility of using brewery wastewater for biodiesel production and nutrient removal by Scenedesmus dimorphus. Environ Technol. 2016;37:1568–81. [45] Subramaniyam V, Subashchandrabose SR, Ganeshkumar V, Thavamani P, Chen Z, Naidu R, et al. Cultivation of Chlorella on brewery wastewater and nano‐particle biosynthesis by its biomass. Bioresour Technol. 2016;211:698–703. [46] Kothari R, Prasad R, Kumar V, Singh DP. Production of biodiesel from microalgae Chlamydomonas polypyrenoideum grown on dairy industry wastewater. Bioresour Technol. 2013;144:499–503. [47] Chokshi K, Pancha I, Ghosh A, Mishra S. Microalgal biomass generation by phycoremediation of dairy industry wastewater: an integrated approach towards sustainable biofuel production. Bioresour Technol. 2016;221:455–60. [48] Ajayan KV, Selvaraju M, Unnikannan P, Sruthi P. Phycoremediation of tannery wastewater using microalgae Scenedesmus species. Int J Phytoremediation. 2015;17:907–16. [49] Wan L, Wu Y, Zhang X, Zhang W. Nutrient removal from pickle industry wastewater by cultivation of Chlorella pyrenoidosa for lipid production. Water Sci Technol. 2019;79: 2166–74. 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License MALIK | [50] Wang F, Chen J, Zhang C, Gao B. Resourceful treatment of cane sugar industry wastewater by Tribonema minus towards the production of valuable biomass. Bioresour Technol. 2020; 316:123902. [51] Encarnação T, Palito C, Pais AACC, Valente AJM, Burrows HD. Removal of pharmaceuticals from water by free and imobilised microalgae. Molecules. 2020;25:3639. [52] Ledezma P, Kuntke P, Buisman CJ, Keller J, Freguia S. Source‐separated urine opens golden opportunities for microbial electrochemical technologies. Trends Biotechnol. 2015;33:214–20. [53] Capodaglio AG, Molognoni D, Dallago E, Liberale A, Cella R, Longoni P, et al. Microbial fuel cells for direct electrical energy recovery from urban wastewaters. Sci World J. 2013; 2013:1–8. [54] Gude VG. Microbial fuel cells for wastewater treatment and energy generation. In: Scott K, Yu E Editors. Microbial electrochemical and fuel cells. 1st ed. Woodhead Publishing; 2015. p. 247–85. [55] Sahu O. Sustainable and clean treatment of industrial wastewater with microbial fuel cell. Results Eng. 2019;4:100053. [56] ElMekawy A, Hegab H, Vanbroekhoven K, Pant D. Techno‐ productive potential of photosynthetic microbial fuel cells through different configurations. Renew Sust Energ Rev. 2014;39:617–27. [57] Marassi RJ, Queiroz LG, Silva DCVR, dos Santos FS, Silva GC, de Paiva TCB. Long‐term performance and acute toxicity assessment of scaled‐up air‐cathode microbial fuel cell fed by dairy wastewater. Bioprocess Biosyst Eng. 2020;43: 1561–71. [58] Mansoorian HJ, Mahvi AH, Jafari AJ, Khanjani N. Evaluation of dairy industry wastewater treatment and simultaneous bioelectricity generation in a catalyst‐less and mediator‐less membrane microbial fuel cell. J Saudi Chem Soc. 2016;20:88–100. [59] Abbasi U, Jin W, Pervez A, Bhatti ZA, Tariq M, Shaheen S, et al. Anaerobic microbial fuel cell treating combined industrial wastewater: correlation of electricity generation with pollutants. Bioresour Technol. 2016;200:1–7. [60] Toczyłowska‐Mamińska R, Szymona K, Kloch M. Bioelectricity production from wood hydrothermal‐treatment wastewater: enhanced power generation in MFC‐fed mixed wastewaters. Sci Total Environ. 2018;634:586–94. [61] Zhang Q, Liu L. A microbial fuel cell system with manganese dioxide/titanium dioxide/graphitic carbon nitride coated granular activated carbon cathode successfully treated organic acids industrial wastewater with residual nitric acid. Bioresour Technol. 2020;304:122992. [62] Srikanth S, Kumar M, Singh D, Singh MP, Das BP. Electro‐ biocatalytic treatment of petroleum refinery wastewater using microbial fuel cell (MFC) in continuous mode operation. Bioresour Technol. 2016;221:70–7. [63] Hamamoto K, Miyahara M, Kouzuma A, Matsumoto A, Yoda M, Ishiguro T, et al. Evaluation of microbial fuel cells for electricity generation from oil‐contaminated wastewater. J Biosci Bioeng. 2016;122:589–93. [64] Xiang W, Zhang X, Chen J, Zou W, He F, Hu X, et al. Biochar technology in wastewater treatment: a critical review. Chemosphere. 2020;252:126539. MALIK ET AL. [65] Kumi A, Ibrahim M, Nasr M, Fujii M. Biochar Synthesis for Industrial Wastewater Treatment: a Critical Review. Mater Sci Forum. 2020;1008:202–12. [66] Yaashikaa P, Senthil Kumar P, Varjani S, Saravanan A. Advances in production and application of biochar from lignocellulosic feedstocks for remediation of environmental pollutants. Bioresour Technol. 2019;292:122030. [67] Inyang M, Dickenson E. The potential role of biochar in the removal of organic and microbial contaminants from potable and reuse water: a review. Chemosphere. 2015;134:232–40. [68] Ahmad M, Rajapaksha AU, Lim JE, Zhang M, Bolan N, Mohan D, et al. Biochar as a sorbent for contaminant management in soil and water: a review. Chemosphere. 2014;99: 19–33. [69] Rosales E, Meijide J, Pazos M, Sanromán M. Challenges and recent advances in biochar as low‐cost biosorbent: from batch assays to continuous‐flow systems. Bioresour Technol. 2017; 246:176–92. [70] Amen R, Yaseen M, Mukhtar A, Klemeš JJ, Saqib S, Ullah S, et al. Lead and cadmium removal from wastewater using eco‐ friendly biochar adsorbent derived from rice husk, wheat straw, and corncob. Clean Eng Technol. 2020;1:100006. [71] Tang L, Yu J, Pang Y, Zeng G, Deng Y, Wang J, et al. Sustainable efficient adsorbent: alkali‐acid modified magnetic biochar derived from sewage sludge for aqueous organic contaminant removal. Chem Eng J. 2018;336:160–9. [72] Li J, Cao L, Yuan Y, Wang R, Wen Y, Man J. Comparative study for microcystin‐LR sorption onto biochars produced from various plant‐ and animal‐wastes at different pyrolysis temperatures: influencing mechanisms of biochar properties. Bioresour Technol. 2018;247:794–803. [73] Nyamunda B, Chivhanga T, Guyo U, Chigondo F. Removal of Zn (II) and Cu (II) ions from industrial wastewaters using magnetic biochar derived from water hyacinth. J Eng. 2019; 2019:1–11. [74] Liu J, Ren S, Cao J, Tsang D, Beiyuan J, Peng Y, et al. Highly efficient removal of thallium in wastewater by MnFe 2O 4‐biochar composite. J Hazard Mater. 2021;401: 123311. [75] Labban O, Liu C, Chong T, Lienhard VJ. Fundamentals of low‐pressure nanofiltration: membrane characterization, modeling, and understanding the multi‐ionic interactions in water softening. J Membr Sci. 2017;521:18–32. [76] Sanches S, Fraga MC, Silva NA, Nunes P, Crespo JG, Pereira VJ. Pilot scale nanofiltration treatment of olive mill wastewater: a technical and economical evaluation. Environ Sci Pollut Res. 2017;24:3506–18. [77] van der Bruggen B, Mänttäri M, Nyström M. Drawbacks of applying nanofiltration and how to avoid them: a review. Sep Purif Technol. 2008;63:251–63. [78] Batista AP, Ambrosano L, Graça S, Sousa C, Marques P, Ribeiro B, et al. Combining urban wastewater treatment with biohydrogen production—an integrated microalgae‐based approach. Bioresour Technol. 2015;184:230–5. [79] Cai T, Park S, Li Y. Nutrient recovery from wastewater streams by microalgae: status and prospects. Renew Sustain Energy Rev. 2013;19:360–9. [80] Abdel‐Raouf N, Al‐Homaidan A, Ibraheem I. Microalgae and wastewater treatment. Saudi J Biol Sci. 2012;19:257–75. 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License 308 ET AL. [81] Lavrinovičs A, Juhna T. Review on challenges and limitations for algae‐based wastewater treatment. Constr Sci. 2017; 20:17–25. [82] Das P, AbdulQuadir M, Thaher M, Khan S, Chaudhary AK, Alghasal G, et al. Microalgal bioremediation of petroleum‐ derived low salinity and low pH produced water. J Appl Phycol. 2018;31:435–44. [83] Quach‐Cu J, Herrera‐Lynch B, Marciniak C, Adams S, Simmerman A, Reinke R. The effect of primary, secondary, and tertiary wastewater treatment processes on antibiotic resistance gene (arg) concentrations in solid and dissolved wastewater fractions. Water (Basel). 2018;10:37. [84] Varjani S, Joshi R, Srivastava VK, Ngo HH, Guo W. Treatment of wastewater from petroleum industry: current practices and perspectives. Environ Sci Pollut Res Int. 2020;27: 27172–80. [85] Huang M, Li Z, Luo N, Yang R, Wen J, Huang B, et al. Application potential of biochar in environment: Insight from degradation of biochar‐derived DOM and | 309 complexation of DOM with heavy metals. Sci Total Environ. 2019;646:220–8. [86] Ray PC, Yu H, Fu PP. Toxicity and environmental risks of nanomaterials: challenges and future needs. J Environ Sci Health C Environ Carcinog Ecotoxicol Rev. 2009;27:1–35. [87] Tarabara VV. Multifunctional nanomaterial‐enabled membranes for water treatment. In: Street A, Sustich R, Duncan J, Savage N, editors. Nanotechnology Applications for Clean Water. New York: William Andrew Publishing; 2009. p. 59–75. How to cite this article: Malik S, Kishore S, Prasad S, Shah MP. A comprehensive review on emerging trends in industrial wastewater research. J Basic Microbiol. 2022;62:296–309. https://doi.org/10.1002/jobm.202100554 15214028, 2022, 3-4, Downloaded from https://onlinelibrary.wiley.com/doi/10.1002/jobm.202100554 by Cochrane Portugal, Wiley Online Library on [11/04/2023]. See the Terms and Conditions (https://onlinelibrary.wiley.com/terms-and-conditions) on Wiley Online Library for rules of use; OA articles are governed by the applicable Creative Commons License MALIK