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Tsompanoglou K, Iliopoulou A, Mastoras P, Stasinakis AS. A new approach on the management of landfill leachate reverse osmosis concentrate: Solar distillation coupled with struvite recovery and biological treatment. CHEMOSPHERE 2024; 366:143574. [PMID: 39426749 DOI: 10.1016/j.chemosphere.2024.143574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 09/27/2024] [Accepted: 10/17/2024] [Indexed: 10/21/2024]
Abstract
The management of reverse osmosis (RO) concentrate remains a challenging task for operators of Landfill Leachates Treatment Plants. In this article we suggest an integrated treatment scheme for RO concentrate that combines solar distillation, struvite precipitation to reduce ammonia content of the distillate and biological treatment of the supernatant either with mixed cultures of bacteria or with microalgae. Experiments in a pilot-scale solar still, equipped with underfloor heating system, showed that the production rate of the distillate ranged up to 3.17 L/d m2. The distillate was characterized by elevated average concentrations of ammonium nitrogen; 2028 mg/L and 1358 mg/L in the two experiments conducted, respectively. A decreasing trend on concentrations of NH4+-N was noticed during these experiments, while the opposite was observed for COD. Struvite recovery experiments showed that the optimum Mg:NH4:PO3 ratio was that of 2:1:5.8. Under these conditions, the NH4+-N removal reached 88%. Further treatment of the process supernatant into a 4-L hybrid sequencing batch reactor with biocarriers and activated sludge achieved NH4+-N removal higher than 98% in Phases C and D, where 450 and 600 mL of supernatant were added, respectively. Similar removal was also observed in a 2-L bioreactor with microalgae Chlorella sorokiniana when 150 mL of struvite supernatant were added (Phase B) while further increase of the amount of added supernatant to 200 mL resulted to a sharp stop of NH4+-N consumption (Phase C). Calculations for a landfill serving 20,000 inhabitants and a daily RO concentrate production of 6 m3/d showed that the required area for the construction of the solar still was 1893 m2 and the volumes of the hybrid and the microalgae reactor were 54 m3 and 60 m3, respectively. The recovered solid material of struvite process, after characterization for heavy metals and organic micropollutants, could be reused to the fertilizers industry.
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Affiliation(s)
- Konstantinos Tsompanoglou
- Department of Environment, University of the Aegean, 81100, Mytilene, Greece; Regional Association of Solid Waste Management Agencies of Central Macedonia, 54626, Thessaloniki, Greece.
| | | | - Petros Mastoras
- Department of Environment, University of the Aegean, 81100, Mytilene, Greece.
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Mishra V, Singh D, Singh RS, Singh D, Rene ER, Giri BS, Sharma S, Mishra A, Shukla H. Potable water production through a low-cost single chamber solar still in north India. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024:10.1007/s11356-024-33364-0. [PMID: 38702482 DOI: 10.1007/s11356-024-33364-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 04/12/2024] [Indexed: 05/06/2024]
Abstract
The main aim of this study is to evaluate the performance of a single slope solar still and to assess the effect of nanofluid on its performance. A single basin single slope solar still was designed and fabricated at the Department of Chemical Engineering, IET Lucknow. Its performance was assessed in terms of the yield of potable water. The effect of various climatic parameters was also studied. Al2O3 nanofluid was used to enhance the yield of the solar still. In the presence of nanofluid, the total yield of the solar still improved by 16.6%. Its economic feasibility was analyzed and reported. The portability of the small size of solar stills, its better economics, easy fabrication, and good performance make them very useful for industrial as well as household purposes.
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Affiliation(s)
- Vinay Mishra
- Department of Chemical Engineering, Institute of Engineering and Technology, Lucknow, Uttar Pradesh, 226021, India
| | - Dhananjay Singh
- Department of Chemical Engineering, Institute of Engineering and Technology, Lucknow, Uttar Pradesh, 226021, India.
| | - Ram Sharan Singh
- Department of Chemical Engineering, Indian Institute of Technology, Banaras Hindu University, Varanasi, Uttar Pradesh, 221005, India
| | - Deepak Singh
- Department of Chemical Engineering, Institute of Engineering and Technology, Lucknow, Uttar Pradesh, 226021, India
| | - Eldon R Rene
- Department of Water Supply, Sanitation and Environmental Engineering, IHE Delft Institute for Water Education, Westvest 7, Delft, 2601DA, The Netherlands
| | - Balendu Shekher Giri
- Sustainability Cluster, University of Petroleum and Energy Studies, Dehradun, Uttarakhand, 248007, India
| | - Sarthik Sharma
- Department of Chemical Engineering, Institute of Engineering and Technology, Lucknow, Uttar Pradesh, 226021, India
| | - Anurag Mishra
- Department of Chemical Engineering, Institute of Engineering and Technology, Lucknow, Uttar Pradesh, 226021, India
| | - Harishchandra Shukla
- Department of Chemical Engineering, Institute of Engineering and Technology, Lucknow, Uttar Pradesh, 226021, India
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Nnanna AA, Nnanna NA. Enhanced solar-driven evaporation and mineral extraction from hypersaline produced water using low-cost microporous photothermal foam. Heliyon 2024; 10:e29321. [PMID: 38681658 PMCID: PMC11053200 DOI: 10.1016/j.heliyon.2024.e29321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 03/15/2024] [Accepted: 04/04/2024] [Indexed: 05/01/2024] Open
Abstract
The beneficial reuse of produced water (PW) holds significant promise to alleviate water scarcity. However, it still suffers major limitations associated with the high cost of treatment due to energy consumption, economics of scale, and the complex physiochemical constituents. PW is a hypersaline (TDS ∼ 250,000 mg/l) oilfield water with bio-species, organic matter, anions, divalent cations, and radioactive elements. A sustainable treatment option is solar-driven floating photothermal evaporation (PTE), a desalination technology implemented for seawater characterized by simpler chemical compositions and low salinity. In this work, the photothermal evaporator for PW was fabricated using low-cost commercially available charcoal polyurethane foam. The engineered macrochannels and structural alterations created unique pathways for salt extraction and evaporation; and ensured hydrodynamic balance between the rates of capillary flow and evaporation. This novel design mitigated flooding or dry out on the evaporating surface and kept the system running steadily while simultaneously harvesting freshwater and valuable salts. The key findings from this work are (a) the development of a novel temperature ratio-based method to determine optimum PTE thickness that results in maximum evaporation and thermal localization, (b) the development of the empirical correlation between the rate of thermal localization, evaporation rate, and PTE thickness. It combines the interplay of convection, evaporative flux, conduction, heat capacitance, and thickness on the thermal response of PTE foam to incident solar flux, and (c) experimental evidence revealing efflorescence and subflorescence salt on the evaporating surface and pore, and (d) enhanced evaporation rate of 118 % or 71.6 kg/day-m2 of clean water from chemically complex hypersaline produced water. These findings are significant for the engineering design and estimation of the performance of a PTE in a solar-driven evaporation system.
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Affiliation(s)
- A.G. Agwu Nnanna
- Texas Water and Energy Institute, USA
- College of Engineering, The University of Texas Permian Basin, Midland, TX, 79707, USA
| | - Nnenne A. Nnanna
- Midland College Early College High School, Midland, TX, 79705, USA
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Elgendi M, AlHamad IM, Albedwawi W, Alhammadi R, Alzeyoudi F, Alrashdi M. Determining the appropriate conditions for the drainage process of a solar still. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:25892-25902. [PMID: 36352069 DOI: 10.1007/s11356-022-23957-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 10/29/2022] [Indexed: 06/16/2023]
Abstract
Premature drainage increases the amount of used saline water, increasing the transportation and purification costs of saline water. On the other hand, postmature drainage increases the salt concentration of the brine, which deteriorates the solar still performance and may cause salt perceptions. The present study aims to identify appropriate brine conditions for the drainage process and propose a layout for an automatic drainage process. Therefore, the effect of brine's salt concentration and temperature on a pyramid solar still's productivity is being investigated. Seven salt concentrations were investigated, and the brine and metrological conditions were measured. The results show that the higher the salt concentration, the lower the solar still productivity. The daily yield of solar still ranges 5778-4061 g/m2d for feedwater salinity 0.15-134 ppt, respectively. Therefore, the novelty or recommendation of this study is that if the brine salinity reaches 127 ppt, the brine should be drained to avoid the precipitate, regardless of the stored thermal energy in the brine. Also, if the brine salinity reaches 118 ppt and the difference between its temperature and ambient temperature is about 1℃, the brine should be drained.
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Affiliation(s)
- Mahmoud Elgendi
- Department of Mechanical and Aerospace Engineering, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
- Department of Mechanical Power Engineering and Energy, Faculty of Engineering, Minia University, Minia, Egypt.
- National Water and Energy Center, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates.
| | - Issah M AlHamad
- Department of Mechanical and Aerospace Engineering, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates
| | - Wadimah Albedwawi
- Department of Mechanical and Aerospace Engineering, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates
| | - Reem Alhammadi
- Department of Mechanical and Aerospace Engineering, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates
| | - Fatmah Alzeyoudi
- Department of Mechanical and Aerospace Engineering, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates
| | - Mouza Alrashdi
- Department of Mechanical and Aerospace Engineering, United Arab Emirates University, P.O. Box 15551, Al Ain, United Arab Emirates
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Ye M, Li C, Tao N, Xiao Y, Li X, Zhang T, Liu X. Inhibition of phenolic compounds from entering condensed freshwater by surfactant-modified evaporators during solar-driven seawater desalination. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2022.121992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Analysis of Regulatory Framework for Produced Water Management and Reuse in Major Oil- and Gas-Producing Regions in the United States. WATER 2022. [DOI: 10.3390/w14142162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The rapid development of unconventional oil and gas (O&G) extraction around the world produces a significant amount of wastewater that requires appropriate management and disposal. Produced water (PW) is primarily disposed of through saltwater disposal wells, and other reuse/disposal methods include using PW for hydraulic fracturing, enhanced oil recovery, well drilling, evaporation ponds or seepage pits within the O&G field, and transferring PW offsite for management or reuse. Currently, 1–2% of PW in the U.S. is used outside the O&G field after treatment. With the considerable interest in PW reuse to reduce environmental implications and alleviate regional water scarcity, it is imperative to analyze the current regulatory framework for PW management and reuse. In the U.S., PW is subject to a complex set of federal, state, and sometimes local regulations to address the wide range of PW management, construction, and operation practices. Under the supervision of the U.S. Environment Protection Agency (U.S. EPA), different states have their own regulatory agencies and requirements based on state-specific practices and laws. This study analyzed the regulatory framework in major O&G-producing regions surrounding the management of PW, including relevant laws and jurisdictional illustrations of water rules and responsibilities, water quality standards, and PW disposal and current/potential beneficial reuse up to early 2022. The selected eastern states (based on the 98th meridian designated by the U.S. EPA as a tool to separate discharge permitting) include the Appalachian Basin (Marcellus and Utica shale areas of Pennsylvania, Ohio, and West Virginia), Oklahoma, and Texas; and the western states include California, Colorado, New Mexico, and Wyoming. These regions represent different regulations; climates; water quantities; quality diversities; and geologic, geographic, and hydrologic conditions. This review is particularly focused on the water quality standards, reuse practices and scenarios, risks assessment, knowledge gaps, and research needs for the potential reuse of treated PW outside of O&G fields. Given the complexity surrounding PW regulations and rules, this study is intended as preliminary guidance for PW management, and for identifying the knowledge gaps and research needs to reduce the potential impacts of treated PW reuse on the environment and public health. The regulations and experiences learned from these case studies would significantly benefit other states and countries with O&G sources for the protection of their environment and public health.
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Ibrahim I, Seo DH, Park MJ, Angeloski A, McDonagh A, Bendavid A, Shon HK, Tijing L. Highly stable gold nanolayer membrane for efficient solar water evaporation under a harsh environment. CHEMOSPHERE 2022; 299:134394. [PMID: 35331744 DOI: 10.1016/j.chemosphere.2022.134394] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/16/2022] [Accepted: 03/19/2022] [Indexed: 06/14/2023]
Abstract
Interfacial solar water evaporation has attracted tremendous attention for sunlight harvesting for water purification. However, salt formation and stability of the photothermal materials (PTMs) remain a challenge that need addressing before bringing this technology to real-world applications. In this work, a nanoscale thin film of gold (Au) on a polytetrafluoroethylene (PTFE) membrane has been prepared using a magnetic sputtering technique. The fabricated membrane displays a robust mechanical strength and chemical stability arising from the adhesiveness of the thin film Au nanolayer on the PTFE membrane as well as the chemical inertness of the noble metal PTM. The Au nanolayer/PTFE membrane with cellulose sponge substrate resulted in an evaporation rate of 0.88 kg m-2 h-1 under 1 sun intensity. Remarkable salt ion rejection of 99.9% has been obtained, meeting the required standard for drinking water. Moreover, the membrane exhibited excellent stability and reusability in natural seawater and high salinity brine (150 g/L) and even in severe conditions (acidic, basic, and oxidized). No noticeable salt formation was observed on the evaporator surface after the tests. These findings reveal promising prospects for using a magnetron sputtering technique to fabricate a stable photothermal membrane for seawater and high salinity brine desalination.
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Affiliation(s)
- Idris Ibrahim
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, PO Box 123, 15 Broadway, Sydney, NSW, 2007, Australia
| | - Dong Han Seo
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, PO Box 123, 15 Broadway, Sydney, NSW, 2007, Australia; Energy Materials & Devices, Korea Institute of Energy Technology (KENTECH), Naju, Republic of Korea.
| | - Myoung Jun Park
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, PO Box 123, 15 Broadway, Sydney, NSW, 2007, Australia
| | - Alexander Angeloski
- School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, 2007, Australia
| | - Andrew McDonagh
- School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, 2007, Australia
| | - Avi Bendavid
- CSIRO Manufacturing, 36 Bradfield Road, Lindfield, NSW, 2070, Australia; School of Materials Science and Engineering, University of New South Wales, Kensington, NSW, 2052, Australia
| | - Ho Kyong Shon
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, PO Box 123, 15 Broadway, Sydney, NSW, 2007, Australia; ARC Research Hub for Nutrients in a Circular Economy, University of Technology Sydney, PO Box 123, 15 Broadway, Sydney, NSW, 2007, Australia
| | - Leonard Tijing
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, PO Box 123, 15 Broadway, Sydney, NSW, 2007, Australia; ARC Research Hub for Nutrients in a Circular Economy, University of Technology Sydney, PO Box 123, 15 Broadway, Sydney, NSW, 2007, Australia.
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8
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Jiang W, Xu X, Hall R, Zhang Y, Carroll KC, Ramos F, Engle MA, Lin L, Wang H, Sayer M, Xu P. Characterization of produced water and surrounding surface water in the Permian Basin, the United States. JOURNAL OF HAZARDOUS MATERIALS 2022; 430:128409. [PMID: 35149501 DOI: 10.1016/j.jhazmat.2022.128409] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 01/16/2022] [Accepted: 01/29/2022] [Indexed: 06/14/2023]
Abstract
A thorough understanding of produced water (PW) quality is critical to advance the knowledge and tools for effective PW management, treatment, risk assessment, and feasibility for beneficial reuse outside the oil and gas industry. This study provides the first step to better understand PW quality to develop beneficial reuse programs that are protective of human health and the environment. In total, 46 PW samples from unconventional operations in the Permian Basin and ten surface water samples from the Pecos River in New Mexico were collected for quantitative target analyses of more than 300 constituents. Water quality analyses of Pecos River samples could provide context and baseline information for the potential discharge and reuse of treated PW in this area. Temporal PW and river water quality changes were monitored for eight months in 2020. PW samples had total dissolved solids (TDS) concentrations ranging from 100,800-201,500 mg/L. Various mineral salts, metals, oil and grease, volatile and semi-volatile organic compounds, radionuclides, ammonia, hydraulic fracturing additives, and per- and polyfluoroalkyl substances were detected at different concentrations. Chemical characterization of organic compounds found in Pecos River water showed no evidence of PW origin. Isometric log-ratio Na-Cl-Br analysis showed the salinity in the Pecos River samples appeared to be linked to an increase in natural shallow brine inputs. This study outlines baseline analytical information to advance PW research by describing PW and surrounding surface water quality in the Permian Basin that will assist in determining management strategies, treatment methods, potential beneficial reuse applications, and potential environmental impacts specific to intended beneficial use of treated PW.
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Affiliation(s)
- Wenbin Jiang
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, United States
| | - Xuesong Xu
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, United States
| | - Ryan Hall
- NGL Partners LP, Santa Fe, NM 87501, United States
| | - Yanyan Zhang
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, United States
| | - Kenneth C Carroll
- Department of Plant and Environmental Science, New Mexico State University, Las Cruces, NM, United States
| | - Frank Ramos
- Department of Geological Sciences, New Mexico State University, Las Cruces, NM 88003, United States
| | - Mark A Engle
- Department of Earth, Environmental and Resource Sciences, The University of Texas at El Paso, El Paso, TX 79968, United States
| | - Lu Lin
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, United States
| | - Huiyao Wang
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, United States
| | | | - Pei Xu
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, United States.
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Li C, Zhou X, Xiao Y, Zhang T, Ye M. Inhibition of typical phenolic compounds entering into condensed freshwater by surfactants during solar-driven seawater distillation. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 815:152694. [PMID: 34995592 DOI: 10.1016/j.scitotenv.2021.152694] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 11/28/2021] [Accepted: 12/22/2021] [Indexed: 06/14/2023]
Abstract
Recently, solar-driven seawater desalination based on air-water interfacial heating has triggered significant research interest due to its high water evaporation rate, high photothermal conversion efficiency, low energy consumption, simple operation and low cost. However, as the air-water interface temperature reaches as high as 40-70 °C, volatile organic compounds (VOCs) will volatilize into the condensed desalinated water and results in the polluted freshwater. In this work, anionic, cationic, and nonionic surfactants were applied for the first time to inhibit the phenolic compounds such as phenol, p-methylphenol and p-chlorophenol entering into the condensed freshwater. Results showed that the concentration of phenol could be reduced by the addition of cetyl trimethyl ammonium bromide (CTAB). The phenol's distillation concentration ratio (RD) reduced from 76% to 35% due to the electrostatic interaction and the micellar encapsulation between the CTAB and phenol. Moreover, parameters including CTAB dose, initial phenol concentration, solar intensity, pH, and salinity that affecting the RD were also investigated. Finally, a real seawater solar-driven distillation experiment also revealed that the water quality of freshwater was improved by the addition of CTAB. This work revealed that the surfactants such as CTAB can be potentially used to inhibit VOCs entering into the condensed freshwater during solar-driven seawater distillation.
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Affiliation(s)
- Chenxing Li
- Zhejiang Key Laboratory of Drinking Water Safety and Distribution Technology, College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, PR China
| | - Xiaojiao Zhou
- Zhejiang Key Laboratory of Drinking Water Safety and Distribution Technology, College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, PR China
| | - Yangyi Xiao
- Zhejiang Key Laboratory of Drinking Water Safety and Distribution Technology, College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, PR China
| | - Tuqiao Zhang
- Zhejiang Key Laboratory of Drinking Water Safety and Distribution Technology, College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, PR China
| | - Miaomiao Ye
- Zhejiang Key Laboratory of Drinking Water Safety and Distribution Technology, College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, PR China.
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Chen L, Xu P, Wang H. Photocatalytic membrane reactors for produced water treatment and reuse: Fundamentals, affecting factors, rational design, and evaluation metrics. JOURNAL OF HAZARDOUS MATERIALS 2022; 424:127493. [PMID: 34879511 DOI: 10.1016/j.jhazmat.2021.127493] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 10/02/2021] [Accepted: 10/09/2021] [Indexed: 06/13/2023]
Abstract
Treatment and reuse of produced water (PW), the largest wastewater stream generated during oil and gas production, provides a promising option to address the increasing clean water demands. High-performance treatment technologies are needed to efficiently remove the organic and inorganic contaminants in PW for fit-for-purpose applications. Photocatalytic membrane reactor (PMR) is an emerging green technology for removal of organic pollutants, photoreduction of heavy metals, photo-inactivation of bacteria, and resource recovery. This study critically reviewed the mechanisms of photocatalysis and membrane processes in PMR, factors affecting PMR performance, rational design, and evaluation metrics for PW treatment. Specifically, PW characteristics, photocatalysts properties, membranes applied, and operating conditions are of utmost importance for rational design and reliable operation of PMR. PW pretreatment to remove oil and grease, colloidal and suspended solids is necessary to reduce membrane fouling and ensure optimal PMR performance. The metrics to evaluate PMR performance were developed including light utilization, exergetic efficiency, water recovery, product water improvement, lifetime of the photocatalyst, and costs. This review also presented the research gaps and outlook for future research.
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Affiliation(s)
- Lin Chen
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, USA.
| | - Pei Xu
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, USA.
| | - Huiyao Wang
- Department of Civil Engineering, New Mexico State University, Las Cruces, NM 88003, USA.
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Jiang W, Pokharel B, Lin L, Cao H, Carroll KC, Zhang Y, Galdeano C, Musale DA, Ghurye GL, Xu P. Analysis and prediction of produced water quantity and quality in the Permian Basin using machine learning techniques. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 801:149693. [PMID: 34467907 DOI: 10.1016/j.scitotenv.2021.149693] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 08/11/2021] [Accepted: 08/11/2021] [Indexed: 06/13/2023]
Abstract
Appropriate produced water (PW) management is critical for oil and gas industry. Understanding PW quantity and quality trends for one well or all similar wells in one region would significantly assist operators, regulators, and water treatment/disposal companies in optimizing PW management. In this research, historical PW quantity and quality data in the New Mexico portion (NM) of the Permian Basin from 1995 to 2019 was collected, pre-processed, and analyzed to understand the distribution, trend and characteristics of PW production for potential beneficial use. Various machine learning algorithms were applied to predict PW quantity for different types of oil and gas wells. Both linear and non-linear regression approaches were used to conduct the analysis. The prediction results from five-fold cross-validation showed that the Random Forest Regression model reported high prediction accuracy. The AutoRegressive Integrated Moving Average model showed good results for predicting PW volume in time series. The water quality analysis results showed that the PW samples from the Delaware and Artesia Formations (mostly from conventional wells) had the highest and the lowest average total dissolved solids concentrations of 194,535 mg/L and 100,036 mg/L, respectively. This study is the first research that comprehensively analyzed and predicted PW quantity and quality in the NM-Permian Basin. The results can be used to develop a geospatial metrics analysis or facilitate system modeling to identify the potential opportunities and challenges of PW management alternatives within and outside oil and gas industry. The machine learning techniques developed in this study are generic and can be applied to other basins to predict PW quantity and quality.
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Affiliation(s)
- Wenbin Jiang
- Dept. of Civil Engineering, New Mexico State University, Las Cruces, NM, United States
| | - Beepana Pokharel
- Dept. of Computer Science, New Mexico State University, Las Cruces, NM, United States
| | - Lu Lin
- Dept. of Civil Engineering, New Mexico State University, Las Cruces, NM, United States
| | - Huiping Cao
- Dept. of Computer Science, New Mexico State University, Las Cruces, NM, United States
| | - Kenneth C Carroll
- Dept. of Plant and Environmental Science, New Mexico State University, Las Cruces, NM, United States
| | - Yanyan Zhang
- Dept. of Civil Engineering, New Mexico State University, Las Cruces, NM, United States
| | - Carlos Galdeano
- ExxonMobil Upstream Research Company, Research & Technology Development-Unconventionals, Spring, TX 77389, United States
| | - Deepak A Musale
- ExxonMobil Upstream Research Company, Research & Technology Development-Unconventionals, Spring, TX 77389, United States
| | - Ganesh L Ghurye
- ExxonMobil Upstream Research Company, Research & Technology Development-Unconventionals, Spring, TX 77389, United States
| | - Pei Xu
- Dept. of Civil Engineering, New Mexico State University, Las Cruces, NM, United States.
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Pandey AK, Reji Kumar R, B K, Laghari IA, Samykano M, Kothari R, Abusorrah AM, Sharma K, Tyagi VV. Utilization of solar energy for wastewater treatment: Challenges and progressive research trends. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 297:113300. [PMID: 34293672 DOI: 10.1016/j.jenvman.2021.113300] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 07/13/2021] [Accepted: 07/13/2021] [Indexed: 06/13/2023]
Abstract
This article offers a trend of inventions and implementations of photocatalysis process, desalination technologies and solar disinfection techniques adapted particularly for treatment of industrial and domestic wastewater. Photocatalysis treatment of wastewater using solar energy is a promising renewable solution to reduce stresses on global water crisis. Rendering to the United Nation Environment Programme, 1/3 of world population live in water-stressed countries, while by 2025 about 2/3 of world population will face water scarcity. Major pollutants exhibited from numerous sources are critically discussed with focus on potential environmental impacts & hazards. Treatment of wastewater by photocatalysis technique, solar thermal electrochemical process, solar desalination of brackish water and solar advanced oxidation process have been presented and systematically analysed with challenges. Both heterogenous and homogenous photocatalysis techniques employed for wastewater treatment are critically reviewed. For treating domestic wastewater, solar desalination technologies adopted for purifying brackish water into potable water is presented along with key challenges and remedies. Advanced oxidation process using solar energy for degradation of organic pollutant is an important technique to be reviewed due to their effectiveness in wastewater treatment process. Present article focused on three key issues i.e. major pollutants, wastewater treatment techniques and environmental benefits of using solar power for removal of pollutants. The review also provides close ideas on further research needs and major concerns. Drawbacks associated with conventional wastewater treatment options and direct solar energy-based wastewater treatment with energy storage systems to make it convenient during day and night both listed. Although, energy storage systems increase the overall cost of the wastewater treatment plant it also increases the overall efficiency of the system on environmental cost. Cost-efficient wastewater treatment methods using solar power would significantly ensure effective water source utilization, thereby contributing towards sustainable development goals.
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Affiliation(s)
- A K Pandey
- Research Centre for Nano-Materials and Energy Technology (RCNMET), School of Engineering and Technology, Sunway University, No. 5, Jalan Universiti, Bandar Sunway, Petaling Jaya, 47500, Selangor Darul Ehsan, Malaysia; Department of Energy & Environmental Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India.
| | - R Reji Kumar
- College of Engineering, University Malaysia Pahang, Lebuhraya Tun Razak, 26300, Gambang, Kuantan, Pahang, Malaysia
| | - Kalidasan B
- Research Centre for Nano-Materials and Energy Technology (RCNMET), School of Engineering and Technology, Sunway University, No. 5, Jalan Universiti, Bandar Sunway, Petaling Jaya, 47500, Selangor Darul Ehsan, Malaysia; Department of Mechanical Engineering, Bannari Amman Institute of Technology, Sathyamangalam, Erode, 638401, India
| | - Imtiaz Ali Laghari
- College of Engineering, University Malaysia Pahang, Lebuhraya Tun Razak, 26300, Gambang, Kuantan, Pahang, Malaysia
| | - M Samykano
- College of Engineering, University Malaysia Pahang, Lebuhraya Tun Razak, 26300, Gambang, Kuantan, Pahang, Malaysia
| | - Richa Kothari
- Department of Environmental Sciences, Central University of Jammu, Rahya-Suchani, Bagla, Samba, Jammu and Kashmir, 181143, India
| | - Abdullah M Abusorrah
- Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, 21589, Saudi Arabia; Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
| | - Kamal Sharma
- Department of Mechanical Engineering, Institute of Engineering and Technology, GLA University, Mathura, 281406, India
| | - V V Tyagi
- Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, 21589, Saudi Arabia; School of Energy Management, Shri Mata Vaishno Devi University, Katra, 182320, Jammu and Kashmir, India.
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