Source: TEMPLE UNIVERSITY submitted to NRP
RECLAIMING WATER, ENERGY AND NUTRIENTS FROM LIVESTOCK WASTEWATER
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1022191
Grant No.
2020-67019-31027
Cumulative Award Amt.
$402,724.00
Proposal No.
2019-06510
Multistate No.
(N/A)
Project Start Date
Apr 15, 2020
Project End Date
Apr 14, 2025
Grant Year
2020
Program Code
[A1411]- Foundational Program: Agricultural Water Science
Recipient Organization
TEMPLE UNIVERSITY
1801 N. BROAD STREET
PHILADELPHIA,PA 19122
Performing Department
ENGINEERING:CIVIL & ENVIRONMEN
Non Technical Summary
Global water demand is projected to increase by 55% between 2000 and 2050 and over 40% of the world's population will live under severe water stress by the middle of this century. Together with increasing water demand, worldwide demand for fertilizer has been increasing by 2.4% per year and is expected to reach 200 million tons by 2021. Coupled with declining reserves of phosphate, an essential compound for fertilization, these present threats to global food security. In the United States, concentrated animal feeding operations such as swine, poultry, beef, and dairy farms produce more than 133 million tons of livestock wastewater every year. Based on their origin, livestock wastewater can contain elevated concentrations of carbon phosphorus and nitrogen that have the potential to be recovered as fertilizers. However, the current treatment technologies of livestock wastewater (e.g. activated sludge or trickling filter systems) are not designed for resource recovery and inadequate for sustaining long-term agricultural production, generating a gradual deterioration of soil and groundwater properties through the loading of nitrate, nitrite, pharmaceutical byproducts, and antibiotic residues from livestock. Without proper treatment, runoff or release of livestock wastewater from farms to aquatic ecosystems was shown to cause severe environmental impacts, e.g. eutrophication of rivers, lakes, and coastal oceans, as well as N2O and NH3 gas emissions that pollute the atmosphere. Therefore, there is a need to treat livestock wastewater prior to its discharge while recovering valuable compounds such as water and nutrients.The goal of the proposed effort is to turn livestock wastewater to valuable products including high-quality water fit for irrigation (i.e. no bacteria and low salinity), ammonia gas for energy/fertilizer production, and struvite, a slow-release fertilizer. To this end, we will develop a novel system by integrating microbial electrolysis cells, forward osmosis, and membrane distillation. These are microbiological, electrochemical and physical processes that can synergistically overcome the inherent limitations of each other. We will demonstrate the feasibility of the proposed system by monitoring the system performance in terms of organic removal, water reclamation, nutrient recovery, energy consumption, and capital cost. Fundamental aspects including fouling behaviors and microbial communities will be studied to provide a mechanistic understanding of the potential and limitation of the system. This project is expected to develop a robust, stable and cost-effective process for recovering solid fertilizer and water from livestock wastewater at low energy consumption. The produced water will meet EPA's regulations for irrigation. From a fundamental perspective, we anticipate to gain an in-depth understanding of the microbiology and fouling in the system. The system will be analyzed in terms of capital and operation cost and compared to additional biological and physical treatment options. Overall, the research will advance the management of livestock wastewater.
Animal Health Component
40%
Research Effort Categories
Basic
60%
Applied
40%
Developmental
0%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
13302102020100%
Knowledge Area
133 - Pollution Prevention and Mitigation;

Subject Of Investigation
0210 - Water resources;

Field Of Science
2020 - Engineering;
Goals / Objectives
Our main goal is to turn Livestock wastewater(LWW) from concentrated animal feeding operations (CAFOs) e.g. swine, poultry, beef, and dairy farms to valuable products including high-quality water fit for irrigation (i.e. no bacteria and low salinity), ammonia gas for energy/fertilizer production and struvite, a slow-release fertilizer, thereby closing resource cycles in agriculture. Four objectives are designed to reach the goal of this study.Objective 1. Assess and Optimize the Integrated MOD (Microbial Electrolysis - Forward Osmosis-Membrane Distillation) System Performance:Collect and assess LWW samples from local farms;Assess and optimize organic removal from LWW using microbial electrolysis cells (MECs) coupled with electroactive forward osmosis (EFO) as a function of operational conditions;Assess and optimize solid fertilizers and ammonia recovery at the EFO interface;Assess the membrane distillation (MD) efficiency and distillate quality;Integrated system assessment.Objective 2. Evaluate the relationship between the microbial ecology in the MEC and organic removal efficiency as influenced by the charged EFO membrane:DNA/RNA extraction and amplicon sequencing;Community analysis;Ecogenomics-based growth kinetic model.Objective 3. Evaluate fouling mitigation in EFO and MD membranes:Assess fouling in EFO systems;Assess fouling in solar MD systems.Objective 4. Estimate the overall economic feasibility and environmental impacts of the integrated treatment system:Cost assessment;System performance prediction at large scales.
Project Methods
This project will apply engineering principles to link physical, electrochemical and microbiological processes. The uniqueness aspects of our methods lie in the deep integration of individual components from the perspective of both water and energy. Instead of simple stacking of MEC, EFO and MD, they are connected in a complementary and synergistic way that overcomes the inherent limitations of each other. The general scientific methods include:Identify the question: the characteristics of LWW and the potential of resource recovery;Formulate hypotheses: coupling MEC with EFO and MD will lead to simultaneous LWW treatment and resource recovery in an effective and cost-efficient way;Experimentation: 4 objectives and the subtasks associated with them;Analysis: parameters to be analyzed include organic removal, water reclamation, nutrient recovery, energy consumption, capital cost, fouling behaviors, microbial communities. These will be accomplished by adopting the techniques from general physics, analytical chemistry, electrochemistry, material engineering and microbial ecology.Samples will be collected in triplicates. Each sample will be marked with the sampling date, name initials and sample identification number, and stored at 4 oC with minimum exposure to sunlight. Chemical analysis will be conducted according to respective standard methods. Precision, accuracy, representativeness, completeness, and comparability of the data will be determined using standard Environmental Protection Agency methods. Calibration/QA/QC of analytical instruments will be conducted as specified by individual standard method. Project team members will be required to draft protocols for analytical method and submit results as formatted data to periodical review by the whole team. Each project team member will be responsible for recording details of experimental conditions and observations in dedicated laboratory notebooks with page numbers. Data generated by online recording instruments (e.g., potential, current) analytical instruments (e.g., concentrations) will be stored as the software output formats. Any derivative data (e.g. standard curves, kinetic rates calculated from concentration data) will be developed in Microsoft Excel. Archived data in spreadsheets will include formulas used in calculations as well as the resulting "finished" data. The spreadsheets will have information linked to the records in laboratory notebooks and the raw data output from software. Data will be analyzed as soon as raw data are collected, thus allowing efficient management and rapid sharing of the data with others. Statistical analysis will be done per sample, giving mean values and standard deviation, and significance (i.e. T-test).Efforts:Research results will be incorporated into undergraduate- and graduate-level courses, including CEE 2711 Environmental Chemistry and Microbiology and CEE 3715 Microbiological Principles of Environmental Engineering at Temple University;Systems developed in this project will be made available to undergraduate laboratory courses;Undergraduate students will be included in the project and gain research opportunities, promoting them to pursue graduate education;PIs, graduate and undergraduate students participating in the research will present their work at national conferences and disseminate the findings;At least two graduate students will complete their thesis/dissertations based on this projects.Evaluation:Organic removal: biochemical oxygen demand (BOD), chemical oxygen demand COD, volatile suspended solids (VSS), and total suspended solids (TSS) will be monitored using commercially available kits throughout the project. Nutrients and specific ions (N, P, Mg, Ca, K) will be measured using Ion Chromatography. Concentrations below EPA regulations are considered indicator of successful organic removal.Water reclamation: water recovered by EFO and MD will be quantified and MD is expected to remove all bacteria, organic compounds and 99% of salts.Nutrient recovery: Solid fertilizer recovery will be evaluated according to insights from a recently funded USGS National Institutes for Water Resources project. Briefly, struvite has been shown to form near the charged ERM but not on it as a result of the increased negative surface charge. Following formation, the solid fertilizer will be collected at the bottom of the MEC. Collected solids will be dried and analyzed for surface morphology and composition through energy-dispersive X-ray spectroscopy scanning electron microscopy (SEM-EDX). Chemical composition will be determined by X-ray powder diffraction (XRD) and Fourier-transform infrared spectroscopy (FTIR). Size distribution will be analyzed through a particle size analyzer. To understand the transformation route of N and P in the system, we will perform a mass balance taking into account the initial N and P concentrations in the MEC, final concentrations in the draw solution and concentrations and masses removed as ammonia and solid fertilizer.Energy consumption: Energy consumption by MEC and EFO will be calculated using current and voltage input. Solar energy for MD will be monitored using a Multifunction Irradiance Meter. Net energy consumption will be obtained and compared with the total energy demand of conventional technologies for wastewater treatment (activated sludge process), energy recovery (anaerobic digester), and water reclamation (reverse osmosis).Capital cost: We will perform a cost analysis of the coupled process and each treatment step, considering the energy required for filtration, pump operation, applied voltage, and backwashing if required. Data will address a small scale lab system and used to estimate a larger system for treating a larger volume. Data will be presented as energy requirement per treated distillate volume (kWh/m3). The calculation will also take into account the capital cost of membrane and reactor modules and membrane fabrication/materials. In addition, we will add a section related to the products recovered from the MOD such as ammonium sulfate, struvite, treated water, etc. Here we will include the evaluated volume/mass-produced per day and the current market price range. MOD treatment will be compared to advanced physical treatments e.g. RO, NF, ion exchange, adsorption, and advanced biological treatment e.g. Anammox, nitrification, denitrification, and biological nutrients removal.Fouling behaviors: Fouling will be assessed by continuous detection of the permeate EFO flux change with time. In addition, following each experiment, we will assess the fouling on the EFO membrane using microscopy imaging including deal/live and EPS staining and ATP detection in addition to SEM imaging and TOC analysis. Organic content will be imaged and evaluated using FTIR, AFM, and SEM. These are common approaches for fouling assessment. If the fouling is considered to decrease flux by more than 30%, EFO membranes will be cleaned by applying higher electrical potential of up to 5V as previously described and using osmotic backwashing.Microbial communities: The microbial communities are expected to contain core populations that are resistant to high NH4+ and PO4- concentrations to ensure stable system performance.

Progress 04/15/24 to 04/14/25

Outputs
Target Audience:Agricultural industry, wastewater treatment plants, university students, high school students Changes/Problems:A no-cost extensive has been requested and approved. The project has been extended to April 2025 to complete theresearch objectives. A PhD student with strong expertise in membrane processes has been working on this project to couple eFO and MD and cultivate bioelectrochemical systems. What opportunities for training and professional development has the project provided? Two Ph.D. students have earned their degrees with the support of this project. The outcomes of this project, including membrane processes, microbial processes, and electrochemistry, have been integrated into the undergraduate courses CEE 2711 Environmental Chemistry and Microbiology and CEE 3711 EnvironmentalEngineering at Temple University. How have the results been disseminated to communities of interest? The project progress is periodically updated on the research websites of the principal investigator (PI) and co-PI and on social media. The PI hosted two students from a local high school in the summer and engaged them in the project. The results from this project will bepresented at the 2025 Association of Environmental Engineering and Science Professors (AEESP) Research and Education Conference. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? Objective 1. Assess and Optimize the Integrated MOD (Microbial Electrolysis - Forward Osmosis -Membrane Distillation) System Performance Outcomes 1) Electroactive forward osmosis has been coupled to membrane distillation tosimultaneously recover clean water and produce struvite from synthetic livestock wastewater. 2) Bioelectrochemical systems have been cultivated and are being coupled withelectroactive forward osmosis. Objective 4. Estimate the overall economic feasibility and environmental impacts of the integrated treatment system Outcomes 1) the cost for struvite production has been calculated. 2) System performance has beenpredicted at different scales. Impacts Successful development and modeling of the coupled system have demonstrated the great economic value of livestock wastewater as a sustainable source of clean water and nutrients.

Publications

  • Type: Other Journal Articles Status: Submitted Year Published: 2025 Citation: Innovative Strategies for Wastewater Resource Utilization and Nutrient Recovery Using an eFO-MD Coupled System


Progress 04/15/20 to 04/14/25

Outputs
Target Audience:Agricultural industry, wastewater treatment plants, university students, high school students Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Two Ph.D. students have earned their degrees with the support of this project. The outcomes of this project, including membrane processes, microbial processes, and electrochemistry, have beenintegrated into the undergraduate courses CEE 2711 Environmental Chemistry and Microbiology and CEE 3711Environmental Engineering at Temple University. How have the results been disseminated to communities of interest? The project progress is periodically updated on the research websites of the principal investigator (PI) and co-PI and on social media. The PI hosted two students from a local high school in the summer and engaged them in the project. The results from this project will be presented at the 2025 Association of Environmental Engineering and Science Professors (AEESP) Research and Education Conference. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? Objective 1. Assess and Optimize the Integrated MOD (Microbial Electrolysis - Forward Osmosis - MembraneDistillation) System Performance Outcomes 1) Electroactive forward osmosis has been coupled to membrane distillation to simultaneously recover clean water and produce struvite from synthetic livestock wastewater. 2) Bioelectrochemical systems have been cultivated and are being coupled with electroactive forward osmosis. Objective 4. Estimate the overall economic feasibility and environmental impacts of the integrated treatment system Outcomes 1) the cost for struvite production has been calculated. 2) System performance has been predicted at different scales. Impacts Successful development and modeling of the coupled system have demonstrated the great economic value of livestock wastewater as a sustainable source of clean water and nutrients.

Publications


    Progress 04/15/23 to 04/14/24

    Outputs
    Target Audience:Agricultural industry, wastewater treatment plants, university students, high school students Changes/Problems:A no-cost extensive has been requested and approved. The project has been extended to April 2025 to complete the research objectives. A PhD student with strong expertise in membrane fabrication has been recruited to prepare electroactive FO membranes. What opportunities for training and professional development has the project provided? Two high school students participated in this project and received training in the summer of 2023. One undergraduate student was involved in this project and received hands-on training in the summer of 2023. One Ph.D. student will complete their degree in Fall 2024 with thesupport ofthis project. The outcomes of this project, including membrane processes, microbial processes, andelectrochemistry, are integrated into the undergraduate courses CEE 2711 Environmental Chemistry and Microbiology andCEE 3711 Environmental Engineering at Temple University. How have the results been disseminated to communities of interest? The project progress is periodically updated on the research websites of the principal investigator (PI) and co-PI and on social media. The PI hosted two students from a local high school in the summer and engaged them in the project. The results from this project have been presented the results at the 2023 Association of Environmental Engineering and Science Professors (AEESP) Research and Education Conference in Boston, Massachusetts. What do you plan to do during the next reporting period to accomplish the goals? Electricity-assisted forward osmosis will be coupled to membrane distillation. A mechanistic model will be developed to gain a predictive understanding of the coupled system. Electroactive FO membranes will be fabricated, voltage will be applied, and membrane fouling will be studied. Life cycle assessment will be performed to evaluate the environmental impacts of the system.

    Impacts
    What was accomplished under these goals? Objective 1. Assess and Optimize the Integrated MOD (Microbial Electrolysis - ForwardOsmosis-MembraneDistillation) System Performance Outcomes:Electroactive forward osmosis has been developed and is currently being coupled to membrane distillation to achieve simultaneous recovery of water and nutrients. Impacts: Successful development of electroactive forward osmosishas demonstrated the great economic value of livestock wastewater as a sustainable source of clean water and nutrients. Objective 2. Evaluate the relationship between the microbial ecology in the MEC and organic removal efficiency as influenced by the charged EFO membrane Outcomes: An innovative modeling framework has been developed. The framework is composed of a predictive model and an interpretive model. Impacts: The predictive modelcan substantially improve the applicability of established models with data-driven parameter calibration. The interpretive model can provide predictive insight into the microbial ecology in engineered systems. Objective 3. Evaluate fouling mitigation in EFO and MD membranes Outcomes:Electroactive FO membranes are currently being developed. We are using reverse osmosis membranes as a base and coating conductive nanomaterials on the membrane surface.

    Publications

    • Type: Journal Articles Status: Accepted Year Published: 2023 Citation: Hybrid Modeling of Engineered Biological Systems through Coupling Data-Driven Calibration of Kinetic Parameters with Mechanistic Prediction of System Performance


    Progress 04/15/22 to 04/14/23

    Outputs
    Target Audience:Target audience: agricultural industry, wastewater treatment plants, university students, high school students Efforts:classroom andlaboratory instruction (CEE 2711 Environmental Chemistry and Microbiology, CEE 3711 Environmental Engineering, CEE 3715Microbiological Principles of Environmental Engineering); summer research experience for two high school students;extension and outreach at a local high school. Changes/Problems:There are no major changes in the approach. We were shorthanded in the past year. The senior Ph.D. student graduated in the summer, the junior Ph.D. student visited an Israeli University for nine months, and the new Ph.D. was not able to carry on the project due to visa issues. With the return of all the Ph.D. students, this problemisexpected to be solved in the next report cycle. What opportunities for training and professional development has the project provided? Two high school students participated in this project for their summer research experience. The fundamentals and processes of the proposed system, including membrane processes, microbial processes, and electrochemistry, are integrated into the undergraduate courses CEE 2711 Environmental Chemistry and Microbiology and CEE 3711 Environmental Engineering at Temple University. Three undergraduate studentsare involved in this project and receive hands-on training in the laboratory. One Ph.D. student completed their thesis with the support of this project. Another two Ph.D. students will continue working on thisproject. How have the results been disseminated to communities of interest? The project progress is periodically updated on the homepages of the principal investigator (PI) and co-PI and on socialmedia. The PI hosted two students from a local high school in the summer and involve them in the project. The results from this project have beenpresented the results at the 2022 Association ofEnvironmental Engineering and Science Professors (AEESP) Research and Education Conference in St. Louis, Missouri. What do you plan to do during the next reporting period to accomplish the goals? Electricity-assisted FO will be coupled to bioelectrochemical systems and membrane distillation. Microbial communities in the system will be characterized. Electroactive FO membranes will be fabricated Membrane fouling mitigation will be achieved. Life cycle assessment will be performed to evaluate the environmental impacts of the system.

    Impacts
    What was accomplished under these goals? Impacts An electrically charged forward osmosis (eFO) system has been developed to recover struvite and clean water from livestock wastewater. The system consumes little energy to produce high-quality struvite at an estimated price of $3 per ton. The next step of the project is to link this system to microbial electrolysis cellsand membrane distillationto produce water and struvite with the chemical energy recovered from livestock wastewater, thereby forming a zero-discharge energy-neutral system for sustainable livestock wastewater treatment. Outcomes Objective 1:Assess and optimize the integrated MOD (Microbial electrolysis - forward Osmosis - Membrane distillation) system performance An eFO system has been developed. The effects of operating parameters, including external voltage, draw concentration, and draw pH have been investigated. Electroactive FO membranes are being tested in the eFO system. The eFO system has been linked to membrane distillation, and the coupled systemis beingoptimized. Objective 2. Evaluate the relationship between the microbial ecology in the MEC and organic removal efficiency as influencedby the charged EFO membrane An innovative hybrid modeling strategy has been developed to model engineered systems. An innovative data-driven modeling strategy is been developed to predict the microbial ecology in engineered biological systems. Objective 3. Evaluate fouling mitigation in EFO and MD membranes: An electroactive FO membrane is being fabricated.

    Publications

    • Type: Journal Articles Status: Accepted Year Published: 2022 Citation: Electrically charged forward osmosis: Promoting reverse salt flux to enhance water recovery and struvite precipitation
    • Type: Journal Articles Status: Submitted Year Published: 2023 Citation: Coupling Data-Driven Calibration of Kinetic Parameters with Mechanistic Prediction of System Performance for Hybrid Modeling of Engineered Biological Systems


    Progress 04/15/21 to 04/14/22

    Outputs
    Target Audience:Target audience: farmers, agricultural industry, wastewater treatment plants, college students Efforts: Livestock wastewater, the proposed system, and the fundamentals involved in the process were introduced in courses including CEE 2711 Environmental Chemistry and Microbiology, CEE 3711 Environmental Engineering, CEE 3715 Microbiological Principles of Environmental Engineering. Bioreactors and equipment for the project were made available to the Senior Design course to provide students with hands-on training. Changes/Problems:There are no major changes in approach. Due to the pandemic, we do not have access to local farms for sample collection and are using synthetic livestock wastewater to cultivate bioreactors and evaluate system performance. Many essential materials are still not available from the vendors. Due to the travel ban, international Ph.D. students are not able to join the project in a timely manner.Theseproblems are expected to be solved in the next report cycle. What opportunities for training and professional development has the project provided?The fundamentals and processes involved in this project are integrated into theundergraduate courses CEE 2711 Environmental Chemistry and Microbiology and CEE 3711 Environmental Engineering at Temple University. Two undergraduates are involved in this project andreceive hands-on training in the laboratory. One Ph.D. student working on this project will graduate in August this year. Another Ph.D. student focuses on the microbial and modeling aspects of the project. A new Ph.D. student will be recruited to continue process engineering, membrane fabrication, and fouling testing. How have the results been disseminated to communities of interest?The project progress is periodically updated on the homepages of the principal investigator (PI) and co-PI and on social media. Outreach and conference presentation have not been conducted due to the pandemic. The PI will host two local high school students in the summer and involve them in the project. The results will bepresented the results at the2022Association of Environmental Engineering and Science Professors (AEESP) Research and EducationConference in St. Louis, Missouri. What do you plan to do during the next reporting period to accomplish the goals?The proposed system will be fully functional, producing high-quality struvite and clean water with the energy recovered from the organic carbon in livestock wastewater. Microbial communities in the system will be characterized. Membrane fouling mitigation will be achieved. The genomics-enabled hybrid modeling strategy will be implemented for the proposed system to predict struvite and water recovery on a large scale.

    Impacts
    What was accomplished under these goals? Impacts An electrically charged forward osmosis (eFO)system has been developed to recover struvite and clean waterfrom livestock wastewater. The system consumes little energy to produce high-quality struvite at an estimated price of $3 per ton. The next step of the project is to link this system to other biological and membrane-based technologies to recover chemical energy and water, thereby forming a zero-discharge energy-neutral system for sustainable livestock wastewater treatment. Outcomes Objective 1. Assess and Optimize the Integrated MOD (Microbial Electrolysis - ForwardOsmosis-MembraneDistillation) System Performance An eFO system has been developed.The effects of operating parameters including external voltage, draw concentration, and draw pH has been investigated. Electroactive FO membranes are being tested in the eFO system. A membrane distillation system has been built. The eFO system has beenlinked to membrane distillation and a microbial electrolysis cell. The integration is being optimized. Objective 2. Evaluate the relationship between the microbial ecology in the MEC and organic removal efficiency as influenced by the charged EFO membrane A genomics-enabled hybrid model has been built for bioelectrochemical systems and achieved robust prediction of system performance under a variety of operating conditions. Modeling strategies for engineered bioprocesses have been comprehensively reviewed. An innovative data-driven modeling strategy is currently under development to reconstruct microbial communities in engineered bioprocesses. Objective 3. Evaluate fouling mitigation in EFO and MD membranes: Membrane fouling is being tested in the eFO system.

    Publications

    • Type: Journal Articles Status: Accepted Year Published: 2021 Citation: Linking population dynamics to microbial kinetics for hybrid modeling of bioelectrochemical systems
    • Type: Journal Articles Status: Accepted Year Published: 2022 Citation: Emerging investigator series: modeling of wastewater treatment bioprocesses: current development and future opportunities
    • Type: Journal Articles Status: Submitted Year Published: 2022 Citation: If You Cant Beat Them, Use Them: Promoting Reverse Salt Flux in Electrically Charged Forward Osmosis for More Efficient Water and Struvite Recovery


    Progress 04/15/20 to 04/14/21

    Outputs
    Target Audience:Target audience: Undergraduate and graduate students at Temple University Efforts: Livestock wastewater, the proposed system, and the fundamentals involved in the process wereintroduced in courses including CEE 2711 Environmental Chemistry and Microbiology, CEE 3711 Environmental Engineering, CEE 3715 Microbiological Principles of Environmental Engineering. Bioreactors and equipment for the project were made available to the Senior Design course to provide students hands-on training. Changes/Problems:There are no major changes in approach. Currently, due to the social distancing policy,we do not have access to local farms for sample collection and are using synthetic livestock wastewater to cultivate bioreactors and evaluate system performance. The major problem we are facing is to make consistent progress during the widespread of coronavirus disease. The University was closedimmediately after the project started in April, and all research activities were suspendedfor over four months. Although we managedto resume the project in fall 2020, many of the essential materials were not available from the vendors, and shipment delay constantly happened. What opportunities for training and professional development has the project provided?Training activities The fundamentals and processes involved in this project are integrated intoseveral undergraduate classes. Two Ph.D. students are receiving hands-on training with the support of this project. Professional development One Ph.D. student developed his preliminary exam based on the project. How have the results been disseminated to communities of interest?The project progress is periodically updated on the homepages of the principal investigator (PI) and co-PI and on social media. Outreach and conference presentation were not performed due to coronavirus disease and the social distancing policies. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

    Impacts
    What was accomplished under these goals? Impact:We are building the proposedMOD (Microbial Electrolysis - ForwardOsmosis - MembraneDistillation) system to convert livestock wastewater into clean waterand fertilizer at lower energy consumption, thereby providing a sustainable solution to future agriculture. Outcomes Objective 1. Assess and Optimize the Integrated MOD (Microbial Electrolysis - ForwardOsmosis-MembraneDistillation) System Performance An electrochemical forward osmosis (FO) system was constructed, and struvite was successfully collected in the effluent. The forward osmosissystem is being coupledwith an induction heating membrane distillation (MD) system to close the water loop. A1.5-liter microbial electrolysis cell has been constructed and will be coupled with the FO-MD system. Electroactive FO membranes have been fabricated and will be tested in the coupled systems. Objective 2. Evaluate the relationship between the microbial ecology in the MEC and organic removal efficiency as influenced by the charged EFO membrane A comprehensive analysis of the microbiome in bioelectrochemical systems was performed to provide insights into the engineering of the proposed system. Machine-learning models were constructed based on microbial community dynamics to predict system performance. A novel hybrid model that integrates mechanistic and statistical components have been developed and will be tested soon.

    Publications

    • Type: Journal Articles Status: Under Review Year Published: 2021 Citation: Reconstructing the bioelectrochemical system microbiome for system performance prediction