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Arve PH, Mason M, Randall DG, Simha P, Popat SC. Concomitant urea stabilization and phosphorus recovery from source-separated fresh urine in magnesium anode-based peroxide-producing electrochemical cells. WATER RESEARCH 2024; 256:121638. [PMID: 38691899 DOI: 10.1016/j.watres.2024.121638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 03/28/2024] [Accepted: 04/16/2024] [Indexed: 05/03/2024]
Abstract
In this study, we investigated the recovery of nitrogen (N) and phosphorus (P) from fresh source-separated urine with a novel electrochemical cell equipped with a magnesium (Mg) anode and carbon-based gas-diffusion cathode. Recovery of P, which exists primarily as phosphate (PO43-) in urine, was achieved through pH-driven precipitation. Maximizing N recovery requires simultaneous approaches to address urea and ammonia (NH3). NH3 recovery was possible through precipitation in struvite with soluble Mg supplied by the anode. Urea was stabilized with electrochemically synthesized hydrogen peroxide (H2O2) from the cathode. H2O2 concentrations and resulting urine pH were directly proportional to the applied current density. Concomitant NH3 and PO43- precipitation as struvite and urea stabilization via H2O2 electrosynthesis was possible at lower current densities, resulting in urine pH under 9.2. Higher current densities resulted in urine pH over 9.2, yielding higher H2O2 concentrations and more consistent stabilization of urea at the expense of NH3 recovery as struvite; PO43- precipitation still occurred but in the form of calcium phosphate and magnesium phosphate solids.
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Affiliation(s)
- Philip H Arve
- Department of Environmental Engineering and Earth Sciences, Clemson University, Clemson, SC, USA
| | - Marc Mason
- Department of Environmental Engineering and Earth Sciences, Clemson University, Clemson, SC, USA
| | - Dyllon G Randall
- Department of Civil Engineering, University of Cape Town, Cape Town, South Africa
| | - Prithvi Simha
- Department of Energy and Technology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Sudeep C Popat
- Department of Environmental Engineering and Earth Sciences, Clemson University, Clemson, SC, USA.
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2
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Crane L, Merck A, Delanthamajalu S, Grieger K, Marshall AM, Boyer TH. Benchmarks for urine volume generation and phosphorus mass recovery in commercial and institutional buildings. WATER RESEARCH X 2024; 23:100227. [PMID: 38765691 PMCID: PMC11101975 DOI: 10.1016/j.wroa.2024.100227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 04/26/2024] [Accepted: 05/07/2024] [Indexed: 05/22/2024]
Abstract
Phosphorus (P) is a finite resource and necessary nutrient for agriculture. Urine contains a higher concentration of P than domestic wastewater, which can be recovered by source separation and treatment (hereafter urine diversion). Commercial and institutional (CI) buildings are a logical location for urine diversion since restrooms account for a substantial fraction of water use and wastewater generation. This study estimated the potential for P recovery from human urine and water savings from reduced flushing in CI buildings, and proposed an approach to identify building types and community layouts that are amenable to implementing urine diversion. The results showed that urine diversion is most advantageous in CI buildings with either high daily occupancy counts or times, such as hospitals, schools, office buildings, and airports. Per occupant P recovery benchmarks were estimated to be between 0.04-0.68 g/cap·d. Per building P recovery rates were estimated to be between 0.002-5.1 kg/d, and per building water savings were estimated to be between 3 and 23 % by volume. Recovered P in the form of phosphate fertilizer and potable water savings could accrue profits and cost reductions that could offset the capital costs of new urine diversion systems within 5 y of operation. Finally, urine diversion systems can be implemented at different levels of decentralization based on community layout and organizational structure, which will require socioeconomic and policy acceptance for wider adoption.
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Affiliation(s)
- Lucas Crane
- School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, PO Box 873005, Tempe, AZ 85287-3005, USA
- NSF Science and Technologies for Phosphorus Sustainability (STEPS) Center, USA
| | - Ashton Merck
- Department of Applied Ecology, North Carolina State University, Raleigh NC 27606, USA
- NSF Science and Technologies for Phosphorus Sustainability (STEPS) Center, USA
| | - Shwetha Delanthamajalu
- Department of Sociology, University of Illinois Urbana-Champaign, USA
- NSF Science and Technologies for Phosphorus Sustainability (STEPS) Center, USA
| | - Khara Grieger
- Department of Applied Ecology, North Carolina State University, Raleigh NC 27606, USA
- NSF Science and Technologies for Phosphorus Sustainability (STEPS) Center, USA
| | - Anna-Maria Marshall
- Department of Sociology, University of Illinois Urbana-Champaign, USA
- NSF Science and Technologies for Phosphorus Sustainability (STEPS) Center, USA
| | - Treavor H. Boyer
- School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, PO Box 873005, Tempe, AZ 85287-3005, USA
- NSF Science and Technologies for Phosphorus Sustainability (STEPS) Center, USA
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3
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Yan Z, Li Z, Cheng S, Wang X, Lingling Z, Zheng L, Saroj DP. Transport and deposition of solid phosphorus-based mineral particles in urine diversion systems. ENVIRONMENTAL TECHNOLOGY 2023; 44:3614-3626. [PMID: 35442161 DOI: 10.1080/09593330.2022.2068378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 04/02/2022] [Indexed: 06/14/2023]
Abstract
The deposition of solid phosphorus-based mineral particles is a common problem in urine diversion systems, which occurs in transport systems, particularly in horizontal pipelines. In this work, particle deposition behaviour in turbulent flow in a 3D horizontal pipe was simulated by using the Euler-Lagrange method. The effects of particle diameter, particle density, particle shape factor and fluid flow velocity on particle deposition behaviour were investigated. The results showed that the deposition rate increased by 9.92%,6.88% and 6.88% with increasing particle diameter (10-90 μ m ), particle density (1400 kg/m3-2300 kg/m3), and particle shape factor (0.2-1), respectively. For particles with larger diameters (>90 μ m ) or larger density (>2300 kg/m3), the deposition rate of these particles was almost reached 100%. It was found that gravitational sedimentation was the dominant deposition mechanism in low fluid flow velocity range (0.1-0.5 m/s). As fluid flow velocity increased (>0.5 m/s), turbulent fluctuation became the dominant factor that affected particle motion behaviour, whereas the effect of gravitational sedimentation on particle deposition behaviour declined significantly, and the increase in fluid flow velocity no longer significantly affects deposition rate. It was found that the deposition rate decreased by 29.13% as the fluid flow velocity was increased from 0.1 m/s to 0.5 m/s, while the corresponding deposition rate only decreased by 14.24% when the fluid flow velocity was increased from 0.5 m/s to 2 m/s. The optimal flow velocity was found to range between 0.75 and 1.25 m/s, which may mitigate the deposition of mineral solids in urine diversion systems.
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Affiliation(s)
- Zhengxu Yan
- School of Energy and Environmental Engineering, Beijing Key Laboratory of Resource-oriented Treatment of Industrial Pollutants, University of Science and Technology Beijing, Beijing, PR People's Republic of China
| | - Zifu Li
- School of Energy and Environmental Engineering, Beijing Key Laboratory of Resource-oriented Treatment of Industrial Pollutants, University of Science and Technology Beijing, Beijing, PR People's Republic of China
| | - Shikun Cheng
- School of Energy and Environmental Engineering, Beijing Key Laboratory of Resource-oriented Treatment of Industrial Pollutants, University of Science and Technology Beijing, Beijing, PR People's Republic of China
| | - Xuemei Wang
- School of Energy and Environmental Engineering, Beijing Key Laboratory of Resource-oriented Treatment of Industrial Pollutants, University of Science and Technology Beijing, Beijing, PR People's Republic of China
| | - Zhang Lingling
- School of Energy and Environmental Engineering, Beijing Key Laboratory of Resource-oriented Treatment of Industrial Pollutants, University of Science and Technology Beijing, Beijing, PR People's Republic of China
| | - Lei Zheng
- School of Energy and Environmental Engineering, Beijing Key Laboratory of Resource-oriented Treatment of Industrial Pollutants, University of Science and Technology Beijing, Beijing, PR People's Republic of China
| | - Devendra P Saroj
- Centre for Environmental Health Engineering (CEHE), Department of Civil and Environmental Engineering, Faculty of Engineering and Physical Sciences, University of Surrey, Surrey, UK
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4
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Simha P, Vasiljev A, Randall DG, Vinnerås B. Factors influencing the recovery of organic nitrogen from fresh human urine dosed with organic/inorganic acids and concentrated by evaporation in ambient conditions. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 879:163053. [PMID: 36966823 DOI: 10.1016/j.scitotenv.2023.163053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/20/2023] [Accepted: 03/20/2023] [Indexed: 05/17/2023]
Abstract
To feed the world without transgressing regional and planetary boundaries for nitrogen and phosphorus, one promising strategy is to return nutrients present in domestic wastewater to farmland. This study tested a novel approach for producing bio-based solid fertilisers by concentrating source-separated human urine through acidification and dehydration. Thermodynamic simulations and laboratory experiments were conducted to evaluate changes in chemistry of real fresh urine dosed and dehydrated using two different organic and inorganic acids. The results showed that an acid dose of 1.36 g H2SO4 L-1, 2.86 g H3PO4 L-1, 2.53 g C2H2O4·2H2O L-1 and 5.9 g C6H8O7 L-1 was sufficient to maintain pH ≤3.0 and prevent enzymatic ureolysis in urine during dehydration. Unlike alkaline dehydration using Ca(OH)2 where calcite formation limits the nutrient content of fertiliser products (e.g. <15 % nitrogen), there is greater value proposition in acid dehydration of urine, as the products contain 17.9-21.2 % nitrogen, 1.1-3.6 % phosphorus, 4.2-5.6 % potassium and 15.4-19.4 % carbon. While the treatment recovered all phosphorus, recovery of nitrogen in the solid products was 74 % (±4 %). Follow-up experiments revealed that hydrolytic breakdown of urea to ammonia, chemically or enzymatically, was not the reason for the nitrogen losses. Instead, we posit that urea breaks down to ammonium cyanate, which then reacts with amino and sulfhydryl groups of amino acids excreted in urine. Overall, the organic acids evaluated in this study are promising for decentralised urine treatment, as they are naturally present in food and therefore already excreted in human urine.
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Affiliation(s)
- Prithvi Simha
- Swedish University of Agricultural Sciences, Department of Energy and Technology, Box 7032, SE-750 07 Uppsala, Sweden.
| | - Anastasija Vasiljev
- Swedish University of Agricultural Sciences, Department of Energy and Technology, Box 7032, SE-750 07 Uppsala, Sweden
| | - Dyllon G Randall
- Civil Engineering Department & the Future Water Institute, University of Cape Town, 7700 Cape Town, South Africa
| | - Björn Vinnerås
- Swedish University of Agricultural Sciences, Department of Energy and Technology, Box 7032, SE-750 07 Uppsala, Sweden
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5
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Wu H, Foster X, Kazemian H, Vaneeckhaute C. N, P, K recovery from hydrolysed urine by Na-chabazite adsorption integrated with ammonia stripping and (K-)struvite precipitation. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 857:159277. [PMID: 36216069 DOI: 10.1016/j.scitotenv.2022.159277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 09/02/2022] [Accepted: 10/02/2022] [Indexed: 06/16/2023]
Abstract
This study investigated the recovery of K+ along with NH4+-N and PO43--P from hydrolyzed urine by technical integration. The K adsorption capacities of biochar, clinoptilolite, artificial zeolite and chabazite were firstly compared. Due to the high K recovery efficiency and additional P recovery capacity, Na-chabazite was selected as the adsorbent in this study. Its kinetics and isotherm analysis indicated that the high molarity of NH4+-N seriously hindered the K adsorption onto Na-chabazite in synthetic hydrolyzed urine (SHU). However, this competition between NH4+ and K+ got diminished when their molarity is the same, i.e. in the SHU after ammonia stripping (ASSHU). Based on this key finding, Na-chabazite adsorption was integrated with ammonia stripping and struvite precipitation under different configurations. Simultaneous ammonia stripping was inadequate to diminish the competitive effect of NH4+ on K+ adsorption. Depending on the demand for fertilizer, two sequential configurations were recommended, respectively.
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Affiliation(s)
- Haotian Wu
- BioEngine, Research Team on Green Process Engineering and Biorefineries, Chemical Engineering Department, Université Laval, 1065, avenue de la Médecine, Québec, QC G1V 0A6, Canada; CentrEau, Centre de recherche sur l'eau, Université Laval, 1065, avenue de la Médecine, Québec, QC G1V 0A6, Canada.
| | - Xavier Foster
- BioEngine, Research Team on Green Process Engineering and Biorefineries, Chemical Engineering Department, Université Laval, 1065, avenue de la Médecine, Québec, QC G1V 0A6, Canada; CentrEau, Centre de recherche sur l'eau, Université Laval, 1065, avenue de la Médecine, Québec, QC G1V 0A6, Canada.
| | - Hossein Kazemian
- Northern Analytical Lab Services, University of Northern British Columbia, Prince George, BC, Canada; Chemistry Department, Faculty of Science and Engineering, University of Northern British Columbia, Canada.
| | - Céline Vaneeckhaute
- BioEngine, Research Team on Green Process Engineering and Biorefineries, Chemical Engineering Department, Université Laval, 1065, avenue de la Médecine, Québec, QC G1V 0A6, Canada; CentrEau, Centre de recherche sur l'eau, Université Laval, 1065, avenue de la Médecine, Québec, QC G1V 0A6, Canada.
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6
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Li Z, Zhang R, Sun P. Simultaneous removal of phosphate and antibiotic from hydrolyzed urine by novel spherical particles. CHEMOSPHERE 2022; 300:134637. [PMID: 35439493 DOI: 10.1016/j.chemosphere.2022.134637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 03/26/2022] [Accepted: 04/13/2022] [Indexed: 06/14/2023]
Abstract
Phosphate recovery from wastewater is regarded as promising strategy to achieve sustainable supply of non-renewable natural resources. In this study, a novel technique for spherical materials preparation was developed to achieve both phosphate recovery and antibiotic removal from urine. Phosphate removal and sulfamethoxazole (SMX) degradation performance of the synthesized spherical materials was studied in synthesized urine and real urine. MgB, made from magnesium oxide (10%) and biochar (10%), was the most effective in phosphate removal and SMX degradation. Struvite formation and radical production were the mechanisms of phosphate removal and SMX degradation, respectively. The phosphate removal capacity of MgB was 0.181 g/g and the removal cost was around 0.245 RMB/g phosphate. Meanwhile, the combination of MgB and persulfate could achieve a 98% degradation efficiency of SMX, which could eliminate the hazardous impurity in final product. Furthermore, this technique has also been validated useful in treating real hydrolyzed urine.
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Affiliation(s)
- Zhipeng Li
- School of Environmental Science and Engineering, Tianjin University, Tianjin, 300072, China
| | - Ruochun Zhang
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China.
| | - Peizhe Sun
- School of Environmental Science and Engineering, Tianjin University, Tianjin, 300072, China.
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7
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Wang P, Li J, Xu Y, Zhou C, Zhang Y, Zha L, Zhang B, Bai J, Zhou B. Efficient Hydrogen Generation and Total Nitrogen Removal for Urine Treatment in a Neutral Solution Based on a Self-Driving Nano Photoelectrocatalytic System. NANOMATERIALS (BASEL, SWITZERLAND) 2021; 11:2777. [PMID: 34835546 PMCID: PMC8622695 DOI: 10.3390/nano11112777] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 11/27/2022]
Abstract
Urine is the main source of nitrogen pollution, while urea is a hydrogen-enriched carrier that has been ignored. Decomposition of urea to H2 and N2 is of great significance. Unfortunately, direct urea oxidation suffers from sluggish kinetics, and needs strong alkaline condition. Herein, we developed a self-driving nano photoelectrocatalytic (PEC) system to efficiently produce hydrogen and remove total nitrogen (TN) for urine treatment under neutral pH conditions. TiO2/WO3 nanosheets were used as photoanode to generate chlorine radicals (Cl•) to convert urea-nitrogen to N2, which can promote hydrogen generation, due to the kinetic advantage of Cl-/Cl• cyclic catalysis. Copper nanowire electrodes (Cu NWs/CF) were employed as the cathode to produce hydrogen and simultaneously eliminate the over-oxidized nitrate-nitrogen. The self-driving was achieved based on a self-bias photoanode, consisting of confronted TiO2/WO3 nanosheets and a rear Si photovoltaic cell (Si PVC). The experiment results showed that hydrogen generation with Cl• is 2.03 times higher than in urine treatment without Cl•, generating hydrogen at 66.71 μmol h-1. At the same time, this system achieved a decomposition rate of 98.33% for urea in 2 h, with a reaction rate constant of 0.0359 min-1. The removal rate of total nitrogen and total organic carbon (TOC) reached 75.3% and 48.4% in 2 h, respectively. This study proposes an efficient and potential urine treatment and energy recovery method in neutral solution.
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Affiliation(s)
- Pengbo Wang
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
| | - Jinhua Li
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
| | - Yang Xu
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
| | - Changhui Zhou
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
| | - Yan Zhang
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
| | - Lina Zha
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
| | - Bo Zhang
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
| | - Jing Bai
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
- Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
| | - Baoxue Zhou
- Key Laboratory of Thin Film and Microfabrication Technology (Ministry of Education), School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; (P.W.); (Y.X.); (C.Z.); (Y.Z.); (L.Z.); (B.Z.); (J.B.)
- Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
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8
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An Appraisal of Urine Derivatives Integrated in the Nitrogen and Phosphorus Inputs of a Lettuce Soilless Cultivation System. SUSTAINABILITY 2021. [DOI: 10.3390/su13084218] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Reinforcing and optimizing sustainable food production is an urgent contemporary issue. The depletion of natural mineral resources is a key problem that is addressed by recycling mined potassium and phosphorus, and nitrogen, whose production depends on very high energy input. A closed-loop approach of fertilizer use asserts the necessity for efficient management and practices of organic waste rich in minerals. Human-derived urine is an underutilized yet excellent source for nitrogen fertilizer, and, in this study, processed urine fertilizer was applied to greenhouse soilless cultivation of lettuce (Lactuca sativa L.) cv. Grand Rapids. Biomass increase, biometric parameters, soil plant analysis development (SPAD) index, minerals, and organic acids content of lettuce were analyzed. From eight different urine fertilizer products generated, K-struvite, urine precipitate-CaO, and the liquid electrodialysis (ED) concentrate supported the growth of lettuce similar to that of commercial mineral fertilizer. ED concentrate application led to the accumulation of potassium (+17.2%), calcium (+82.9%), malate (+185.3%), citrate (+114.4%), and isocitrate (+185.7%); K-struvite augmented the accumulation of magnesium (+44.9%); and urine precipitate-CaO induced the highest accumulation of calcium (+100.5%) when compared to the control, which is an added value when supplemented in daily diet. The results underlined the potential of nitrogen- and phosphate-rich human urine as a sustainable source for the fertilization of lettuce in soilless systems.
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9
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Regmi U, Boyer TH. Ammonium and potassium removal from undiluted and diluted hydrolyzed urine using natural zeolites. CHEMOSPHERE 2021; 268:128849. [PMID: 33176915 DOI: 10.1016/j.chemosphere.2020.128849] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 10/10/2020] [Accepted: 10/31/2020] [Indexed: 06/11/2023]
Abstract
There is limited research comparing nutrient removal in concentrated and dilute waste streams. Accordingly, the goal of this research was to study the effect of dilution on ammonium and potassium removal from real hydrolyzed urine using natural zeolites. The performance of two natural zeolites, clinoptilolite and chabazite, was studied and compared using batch equilibrium experiments at four dilution levels defined as urine volume divided by total solution volume (expressed as a percent): 100%, 10%, 1% and 0.1%. The adsorption behavior of other exchangeable ions, namely sodium, calcium, and magnesium, in clinoptilolite and chabazite was studied to improve the understanding of ion exchange stoichiometry. Ammonium and potassium removals were highest in undiluted urine samples treated with clinoptilolite or chabazite. This is a key finding as it illustrates the benefit of collecting undiluted urine via source separation. High removal of ammonium and potassium by clinoptilolite and chabazite was also achieved in 10% urine solutions, which are representative of water-efficient flush systems and show that nutrient recovery is possible for diluted urine as well. Chabazite showed higher ammonium and much higher potassium removal than clinoptilolite. Finally, the results showed that clinoptilolite and chabazite demonstrated stoichiometric exchange between ammonium and potassium in urine solutions with mobile cations in the zeolites.
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Affiliation(s)
- Urusha Regmi
- School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, P.O. Box 873005, Tempe, AZ, 85287-3005, USA
| | - Treavor H Boyer
- School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, P.O. Box 873005, Tempe, AZ, 85287-3005, USA.
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10
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Hilton SP, Keoleian GA, Daigger GT, Zhou B, Love NG. Life Cycle Assessment of Urine Diversion and Conversion to Fertilizer Products at the City Scale. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:593-603. [PMID: 33319997 DOI: 10.1021/acs.est.0c04195] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Urine diversion has been proposed as an approach for producing renewable fertilizers and reducing nutrient loads to wastewater treatment plants. Life cycle assessment was used to compare environmental impacts of the operations phase of urine diversion and fertilizer processing systems [via (1) a urine concentration alternative and (2) a struvite precipitation and ion exchange alternative] at a city scale to conventional systems. Scenarios in Vermont, Michigan, and Virginia were modeled, along with additional sensitivity analyses to understand the importance of key parameters, such as the electricity grid and wastewater treatment method. Both urine diversion technologies had better environmental performance than the conventional system and led to reductions of 29-47% in greenhouse gas emissions, 26-41% in energy consumption, approximately half the freshwater use, and 25-64% in eutrophication potential, while acidification potential ranged between a 24% decrease to a 90% increase. In some situations, wastewater treatment chemical requirements were eliminated. The environmental performance improvement was usually dependent on offsetting the production of synthetic fertilizers. This study suggests that urine diversion could be applied broadly as a strategy for both improving wastewater management and decarbonization.
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Affiliation(s)
- Stephen P Hilton
- Center for Sustainable Systems, School for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Gregory A Keoleian
- Center for Sustainable Systems, School for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Glen T Daigger
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Bowen Zhou
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department of Earth and Environmental Science, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
| | - Nancy G Love
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States
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11
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Saetta D, Zheng C, Leyva C, Boyer TH. Impact of acetic acid addition on nitrogen speciation and bacterial communities during urine collection and storage. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 745:141010. [PMID: 32738689 DOI: 10.1016/j.scitotenv.2020.141010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 07/07/2020] [Accepted: 07/14/2020] [Indexed: 06/11/2023]
Abstract
The rate of urea hydrolysis in nonwater urinals is influenced by the volume of urination events and the frequency of urinal use. Inhibition of urea hydrolysis with acetic acid addition has been demonstrated at the laboratory scale but it was not able to fully represent the conditions of a real restroom with real urine collection. The goal of this study was to understand the effects of acid addition for control of urea hydrolysis on nutrient concentrations and bacterial communities in human urine during collection and storage. Three control logics were used to determine the schedule of acid addition: (i) acid addition after every urination event, (ii) acid addition during periods of high building occupancy, and (iii) acid addition during periods of low building occupancy. Wifi logins were used to approximate building occupancy and to create the control logics used in the study. All three control logics were able to inhibit urea hydrolysis. The bacterial communities were identified to determine the impact of acid addition on the community structure. The collection of urine by nonwater urinals alone did not reduce the presence of enteric bacteria commonly found when collecting urine with urine-diverting toilets. Acid addition reduced the community diversity and created conditions for higher relative abundances of the order Enterobacteriales. Finally, results from stored acidified urine showed that urea hydrolysis inhibition is reversible and is influenced by the amount of acid added at the urinal. The amount of acid added can influence the rate of hydrolysis in the storage tanks and can be used to select for urea- or ammonia-nitrogen for nutrient recovery. This study is the first of its kind to inhibit urea hydrolysis in nonwater urinals in a real restroom with real urine, and is the first to identify the bacterial communities in urine collected solely with nonwater urinals.
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Affiliation(s)
- Daniella Saetta
- Swette Center for Environmental Biotechnology, The Biodesign Institute at Arizona State University, P.O. Box 875701, Tempe, AZ 85287, USA; School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, P.O. Box 873005, Tempe, AZ 85287-3005, USA.
| | - Chenwei Zheng
- Swette Center for Environmental Biotechnology, The Biodesign Institute at Arizona State University, P.O. Box 875701, Tempe, AZ 85287, USA; School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, P.O. Box 873005, Tempe, AZ 85287-3005, USA
| | - Carlos Leyva
- Swette Center for Environmental Biotechnology, The Biodesign Institute at Arizona State University, P.O. Box 875701, Tempe, AZ 85287, USA; ASU Future H(2)O, Office of Knowledge Enterprise Development, Arizona State University, P.O. Box 877205, Tempe, AZ 85287-7205, USA
| | - Treavor H Boyer
- Swette Center for Environmental Biotechnology, The Biodesign Institute at Arizona State University, P.O. Box 875701, Tempe, AZ 85287, USA; School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, P.O. Box 873005, Tempe, AZ 85287-3005, USA
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12
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Patel A, Mungray AA, Mungray AK. Technologies for the recovery of nutrients, water and energy from human urine: A review. CHEMOSPHERE 2020; 259:127372. [PMID: 32599379 DOI: 10.1016/j.chemosphere.2020.127372] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 05/15/2020] [Accepted: 06/08/2020] [Indexed: 06/11/2023]
Abstract
The global demand for a constant supply of fertilizer is increasing with the booming of the population. Nowadays more focus is given to the recovery and reuse of the nutrients rather than synthesis of the fertilizer from chemicals. Human urine is the best available resource for the primary macronutrients (Nitrogen, Phosphorus and Potassium) for the fertilizer as it contains 10-12 g/L nitrogen, 0.1-0.5 g/L phosphorous and 1.0-2.0 g/L potassium. For the recovery of these nutrients from human urine, various technologies are available which requires source separation and treatment. . In this review, a wide range of the technologies for the treatment of source-separated human urine are covered and discussed in detail. This review has categorized the technologies based on the recovery of nutrients, energy, and water from human urine. Among the various technologies available, Bio-electrochemical technologies are environmental friendly and recovers energy along with the nutrients. Forward Osmosis is the best available technology for the water recovery and for concentrating the nutrients in urine, without or minimal consumption of energy. However, experimental work in this technology is at its prior stage. A single technology is still not sufficient to recover nutrients, water and energy. Therefore, integration of two or more technologies seems essential.
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Affiliation(s)
- Asfak Patel
- Chemical Engineering Department, Sardar Vallabhbhai National Institute of Technology, Surat, Gujarat, India.
| | - Alka A Mungray
- Chemical Engineering Department, Sardar Vallabhbhai National Institute of Technology, Surat, Gujarat, India.
| | - Arvind Kumar Mungray
- Chemical Engineering Department, Sardar Vallabhbhai National Institute of Technology, Surat, Gujarat, India.
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13
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Simha P, Lalander C, Nordin A, Vinnerås B. Alkaline dehydration of source-separated fresh human urine: Preliminary insights into using different dehydration temperature and media. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 733:139313. [PMID: 32446074 DOI: 10.1016/j.scitotenv.2020.139313] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 05/06/2020] [Accepted: 05/07/2020] [Indexed: 06/11/2023]
Abstract
For sanitation systems aiming at recycling nutrients, separately collecting urine at source is desirable as urine contains most of the nutrients in wastewater. However, reducing the volume of the collected urine and recovering majority of its nutrients is necessary, as this improves the transportability and the end-application of urine-based fertilisers. In this study, we present an innovative method, alkaline dehydration, for treating fresh human urine into a nutrient-rich dry solid. Our aim was to investigate whether fresh urine (pH < 7) added to five different alkaline media (pH > 11) could be dehydrated at elevated temperatures (50 and 60 °C) with minimal loss of urea, urine's principal nitrogen compound. We found that it was possible to concentrate urine 48 times, yielding dry end-products with high fertiliser value: approximately, 10% N, 1% P, and 4% K. We monitored the physicochemical properties and the composition of various dehydration media to provide useful insights into their suitability for dehydrating urine. We demonstrated that it is possible to recover >90% nitrogen when treating fresh urine by alkaline dehydration by inhibiting the enzymatic hydrolysis of urea at elevated pH and minimising the chemical hydrolysis of urea with high urine dehydration rates.
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Affiliation(s)
- Prithvi Simha
- Swedish University of Agricultural Sciences, Department of Energy and Technology, Box 7032, SE-750 07 Uppsala, Sweden.
| | - Cecilia Lalander
- Swedish University of Agricultural Sciences, Department of Energy and Technology, Box 7032, SE-750 07 Uppsala, Sweden
| | - Annika Nordin
- Swedish University of Agricultural Sciences, Department of Energy and Technology, Box 7032, SE-750 07 Uppsala, Sweden
| | - Björn Vinnerås
- Swedish University of Agricultural Sciences, Department of Energy and Technology, Box 7032, SE-750 07 Uppsala, Sweden
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De Paepe J, De Pryck L, Verliefde ARD, Rabaey K, Clauwaert P. Electrochemically Induced Precipitation Enables Fresh Urine Stabilization and Facilitates Source Separation. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2020; 54:3618-3627. [PMID: 32049503 DOI: 10.1021/acs.est.9b06804] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Source separation of urine can enable nutrient recycling, facilitate wastewater management, and conserve water. Without stabilization of the urine, urea is quickly hydrolyzed into ammonia and (bi)carbonate, causing nutrient loss, clogging of collection systems, ammonia volatilization, and odor nuisance. In this study, electrochemically induced precipitation and stabilization of fresh urine was successfully demonstrated. By recirculating the urine over the cathodic compartment of an electrochemical cell, the pH was increased due to the production of hydroxyl ions at the cathode. The pH increased to 11-12, decreasing calcium and magnesium concentrations by >80%, and minimizing scaling and clogging during downstream processing. At pH 11, urine could be stabilized for one week, while an increase to pH 12 allowed urine storage without urea hydrolysis for >18 months. By a smart selection of membranes [anion exchange membrane (AEM) with a cation exchange membrane (CEM) or a bipolar membrane (BPM)], no chemical input was required in the electrochemical cell and an acidic stream was produced that can be used to periodically rinse the electrochemical cell and toilet. On-site electrochemical treatment, close to the toilet, is a promising new concept to minimize clogging in collection systems by forcing controlled precipitation and to inhibit urea hydrolysis during storage until further treatment in more centralized nutrient recovery plants.
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Affiliation(s)
- Jolien De Paepe
- Center for Microbial Ecology and Technology (CMET), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Gent, Belgium
- Department d'Enginyeria Química, Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain
- Center for Advanced Process Technology and Urban Resource Efficiency (CAPTURE), Ghent University, Coupure Links 653, 9000 Gent, Belgium
| | - Laurens De Pryck
- Center for Microbial Ecology and Technology (CMET), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Gent, Belgium
| | - Arne R D Verliefde
- Center for Advanced Process Technology and Urban Resource Efficiency (CAPTURE), Ghent University, Coupure Links 653, 9000 Gent, Belgium
- Particle and Interfacial Technology Group (PaInt), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Gent, Belgium
| | - Korneel Rabaey
- Center for Microbial Ecology and Technology (CMET), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Gent, Belgium
- Center for Advanced Process Technology and Urban Resource Efficiency (CAPTURE), Ghent University, Coupure Links 653, 9000 Gent, Belgium
| | - Peter Clauwaert
- Center for Microbial Ecology and Technology (CMET), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Gent, Belgium
- Center for Advanced Process Technology and Urban Resource Efficiency (CAPTURE), Ghent University, Coupure Links 653, 9000 Gent, Belgium
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Tao W, Bayrakdar A, Wang Y, Agyeman F. Three-stage treatment for nitrogen and phosphorus recovery from human urine: Hydrolysis, precipitation and vacuum stripping. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2019; 249:109435. [PMID: 31450199 DOI: 10.1016/j.jenvman.2019.109435] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 07/29/2019] [Accepted: 08/18/2019] [Indexed: 06/10/2023]
Abstract
Source separation of human urine has not been widely adopted because of scaling on urine collecting fixtures and lack of verified technologies for on-site utilization of waterless urine. This study investigated the effects of flushing liquid, temperature and urease amendment on hydrolysis of urea to ammonia, explored ammonia recovery via vacuum stripping in connection with phosphorus recovery via struvite precipitation in different sequences, and performed economic analysis of a proposed nutrient recovery strategy. It was found that acetic acid could be dosed at 0.05-0.07 N to flush urine-diverting toilets and urinals for hygiene and prevention of scaling. However, a high dosage of 0.56 N completely inhibited urea hydrolysis. Source-separated urine could be stored at 25 °C with ample urease for complete urea hydrolysis within approximately 20 h. Fully hydrolyzed waterless urine contained 9.0-11.6 g/L ammonia-N, 0.53-0.95 g/L phosphate-P and only 2.3-9.1 mg/L magnesium. When magnesium was supplemented to attain the optimum Mg2+: PO43- molar concentration ratio of 1.0 in hydrolyzed urine, batch operation of a pilot-scale air-lift crystallizer removed 93-95% of phosphate and produced 3.65-4.93 g/L struvite in 1-5 h. Batch operation of a pilot-scale vacuum stripping - acid absorption system for 12 h stripped 72-77% of ammonia and produced 37.6-39.7 g/L (NH4)2SO4. Compared with the ammonia → phosphorus recovery sequence, the struvite precipitation → vacuum stripping sequence produced more struvite and ammonium sulfate. The strategy of urea hydrolysis → struvite precipitation → vacuum stripping of ammonia is a sustainable alternative to the conventional phosphorus fertilizer production and ammonia synthesis processes.
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Affiliation(s)
- Wendong Tao
- Department of Environmental Resources Engineering, College of Environmental Science and Forestry, State University of New York, 1 Forestry Drive, Syracuse, NY 13210, USA.
| | - Alper Bayrakdar
- Department of Environmental Resources Engineering, College of Environmental Science and Forestry, State University of New York, 1 Forestry Drive, Syracuse, NY 13210, USA; Environmental Engineering Department, Necmettin Erbakan University, Meram, Konya, 42140, Turkey
| | - Yanru Wang
- Department of Civil and Environmental Engineering, University of Alberta, 9211-116 Street NW, Edmonton, Alberta T6G 1H9, Canada
| | - Fred Agyeman
- Department of Environmental Resources Engineering, College of Environmental Science and Forestry, State University of New York, 1 Forestry Drive, Syracuse, NY 13210, USA
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Boyer TH, Saetta D. Opportunities for Building-Scale Urine Diversion and Challenges for Implementation. Acc Chem Res 2019; 52:886-895. [PMID: 30908003 DOI: 10.1021/acs.accounts.8b00614] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Urine diversion (i.e., urine source separation) has been proposed as a more sustainable solution for water conversation, nutrient removal and recovery, and pharmaceutical sequestration. As wastewater regulations become more stringent, wastewater treatment plants reach capacity, and water resources become more strained, the benefits of urine diversion become more appealing. By using nonwater urinals and urine-diverting toilets, urine diversion systems seek to collect undiluted human urine for nutrient recovery and pharmaceutical sequestration. Urine is a unique, nutrient-rich waste stream that constitutes an overall low volume of waste entering a wastewater treatment plant. If urine is separated at the building-scale, various technologies can be used to recover nutrients and sequester pharmaceuticals at their most concentrated location. However, the implementation of urine diversion requires a paradigm shift from conventional comingling of wastewater and centralized treatment to source separation and decentralized treatment. This Account proposes a vision for building-scale implementation of urine diversion with the goal of clarifying the opportunities and challenges in this context. The main components of urine, i.e., nitrogen, phosphorus, potassium, and pharmaceuticals, are major drivers for technology development and system implementation. Stepping back, the benefits from water conservation and effects on wastewater treatment are an extension of the system boundary that can impact the sustainability of adjacent systems. However, major challenges have been identified in the literature as hurdles for widespread implementation of urine diversion. Challenges include the comparison of recovering nutrients at the wastewater plant versus at the source, the collection and storage of urine, the ability to recover nutrients and sequester pharmaceuticals, and the overall environmental and economic impacts of urine diversion systems. While these challenges exist, studies have been conducted to address some of the underlying research questions. As more research is conducted, the vision of a seamless urine diversion system with building-wide plumbing and storage comes closer to reality. As such, the application of urine diversion systems will benefit from technology development and research to fill gaps that have been identified. It is important to classify urine diversion systems as a process and not a product. This has implications for the way these systems are evaluated, as their impact on peripheral systems can be of benefit to different stakeholders. In the same light, new research areas, such as cyber-physical systems, reverse logistics, and sustainability transitions, can be applied to urine diversion as approaches for ensuring a robust process for widespread implementation. However, established technologies should be constantly reassessed and enhanced by newer techniques. For example, membrane distillation, eutectic freeze concentration, and solar evaporation should be considered for nutrient recovery and volume reduction because they offer benefits over conventional technologies. Finally, the human behavior component of urine diversion cannot be ignored, as negative user acceptance and improper maintenance of these systems can have a detrimental impact on their future implementation.
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Affiliation(s)
- Treavor H. Boyer
- School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, PO Box 873005, Tempe, Arizona 85287-3005, United States
| | - Daniella Saetta
- School of Sustainable Engineering and the Built Environment (SSEBE), Arizona State University, PO Box 873005, Tempe, Arizona 85287-3005, United States
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Saetta D, Padda A, Li X, Leyva C, Mirchandani PB, Boscovic D, Boyer TH. Real-Time Monitoring and Control of Urea Hydrolysis in Cyber-Enabled Nonwater Urinal System. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2019; 53:3187-3197. [PMID: 30793897 DOI: 10.1021/acs.est.8b06126] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This research used a cyber-physical system (CPS) to monitor and control the extent of urea hydrolysis in nonwater urinals. Real-time pH and conductivity data were used to control urea hydrolysis inhibition under realistic restroom conditions with acetic acid addition. Variable urination frequencies and urination volumes were used to compare three conditions that affect the progression of urea hydrolysis. Mechanistic and conceptual models were created to evaluate the factors that influence the progression of urea hydrolysis in nonwater urinals. It was found that low urination volumes at low frequencies created ideal conditions for urea hydrolysis to progress. Alternatively, high urination volumes at high frequencies created pseudo-inhibitory conditions because it did not allow for sufficient reaction time or mixing with older urine in the urinal trap. The CPS was used to control urea hydrolysis inhibition by two logics: (1) reactively responding to a pH threshold and (2) predictively responding to past measurements using four lasso regression models. Results from the control logic experiments showed that acid was added once per hour under low use conditions and once in a 4 h experiment for high use conditions. The CPS allowed for full control of urine chemistry in the nonwater urinal, reducing the conditions (i.e., clogging and malodor) that have led to the removal of nonwater urinals in the United States.
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Affiliation(s)
- Daniella Saetta
- School of Sustainable Engineering and the Built Environment (SSEBE) Arizona State University P.O. Box 873005, Tempe , Arizona 85287-3005 , United States
| | - Arsh Padda
- School of Computer Information and Decision Systems Engineering (CIDSE) Arizona State University P.O. Box 878809, Tempe , Arizona 85287-8809 , United States
| | - Xiushuang Li
- School of Computer Information and Decision Systems Engineering (CIDSE) Arizona State University P.O. Box 878809, Tempe , Arizona 85287-8809 , United States
| | - Carlos Leyva
- ASU Future H2O Office of Knowledge Enterprise Development Arizona State University P.O. Box 877205, Tempe , Arizona 85287-7205 , United States
| | - Pitu B Mirchandani
- School of Computer Information and Decision Systems Engineering (CIDSE) Arizona State University P.O. Box 878809, Tempe , Arizona 85287-8809 , United States
| | - Dragan Boscovic
- School of Computer Information and Decision Systems Engineering (CIDSE) Arizona State University P.O. Box 878809, Tempe , Arizona 85287-8809 , United States
- CEO of VizLore LLC SkySong, Suite 200 1365 N. Scottsdale Road , Scottsdale Arizona 85257 , United States
| | - Treavor H Boyer
- School of Sustainable Engineering and the Built Environment (SSEBE) Arizona State University P.O. Box 873005, Tempe , Arizona 85287-3005 , United States
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Kabdaşlı I, Tünay O. Nutrient recovery by struvite precipitation, ion exchange and adsorption from source-separated human urine – a review. ACTA ACUST UNITED AC 2018. [DOI: 10.1080/21622515.2018.1473504] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Işık Kabdaşlı
- Civil Engineering Faculty, Environmental Engineering Department, İstanbul Technical University, Sarıyer, İstanbul, Republic of Turkey
| | - Olcay Tünay
- Civil Engineering Faculty, Environmental Engineering Department, İstanbul Technical University, Sarıyer, İstanbul, Republic of Turkey
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