Computational Methods for Anaerobic Digestion Optimization (CoMAnDO)
Lead Research Organisation:
University of Bradford
Department Name: Faculty of Engineering and Informatics
Abstract
Renewable energy is key to the UK Government's environmental strategy. The by-product of wastewater treatment, sludge, is most commonly treated via mesophilic anaerobic digestion (AD), in which sludge is mixed with anaerobic bacteria to degrade biodegradable material and produce a methane-rich biogas. Biogas can then be harnessed via combined heat and power technology for energy recovery. Whilst water companies initially implemented the processes for sludge stabilization, the current focus on the role of renewables in securing our energy future means that there still remains a pressing need to optimize digester design and mixing to maximize energy recovery.
Mixing is crucial to digester performance. This project, CoMAnDO, will use the highly innovative approach of coupled hydrodynamic/anaerobic digestion numerical modelling to identify mixing regimes and associated flow patterns that optimise biological activity and biogas output, while minimising energy input and avoiding grit deposition, for anaerobic sludge digesters operating with unconfined gas mixing of municipal wastewater sludge. We will simulate for the first time the complex relationships between hydrodynamic and biokinetic processes in anaerobic digestion to facilitate optimization of process design and operation. The final output will be a methodology for the robust, yet computationally efficient modelling of gas-mixed mixing in anaerobic digesters, together with a set of practitioner guidelines for the most efficient and effective design and operation of digestion systems which can be applied extensively worldwide to provide the maximum renewable energy benefit that can be derived from an anaerobic digestion plant. There are, therefore, tangible outputs and benefits for academics and practitioners to be derived from CoMAnDO. Whilst initially focussed on the water industry, it is believed that the new modelling methodology developed here could lead to the development and widespread adoption of a new class of simulation tools with applications in many other academic disciplines.
This project falls within the EPSRC 'Water Engineering' theme, defined as "Design and optimisation of technologies relating to water resource management, treatment and distribution systems". It addresses EPSRC's stated Resilient, Healthy and Productive Nation Outcomes and specifically addresses several of EPSRC Ambitions; viz: R1: Achieve energy security and efficiency; R2: Ensure a reliable infrastructure which underpins the UK economy; R4: Manage resources efficiently and sustainably.
Mixing is crucial to digester performance. This project, CoMAnDO, will use the highly innovative approach of coupled hydrodynamic/anaerobic digestion numerical modelling to identify mixing regimes and associated flow patterns that optimise biological activity and biogas output, while minimising energy input and avoiding grit deposition, for anaerobic sludge digesters operating with unconfined gas mixing of municipal wastewater sludge. We will simulate for the first time the complex relationships between hydrodynamic and biokinetic processes in anaerobic digestion to facilitate optimization of process design and operation. The final output will be a methodology for the robust, yet computationally efficient modelling of gas-mixed mixing in anaerobic digesters, together with a set of practitioner guidelines for the most efficient and effective design and operation of digestion systems which can be applied extensively worldwide to provide the maximum renewable energy benefit that can be derived from an anaerobic digestion plant. There are, therefore, tangible outputs and benefits for academics and practitioners to be derived from CoMAnDO. Whilst initially focussed on the water industry, it is believed that the new modelling methodology developed here could lead to the development and widespread adoption of a new class of simulation tools with applications in many other academic disciplines.
This project falls within the EPSRC 'Water Engineering' theme, defined as "Design and optimisation of technologies relating to water resource management, treatment and distribution systems". It addresses EPSRC's stated Resilient, Healthy and Productive Nation Outcomes and specifically addresses several of EPSRC Ambitions; viz: R1: Achieve energy security and efficiency; R2: Ensure a reliable infrastructure which underpins the UK economy; R4: Manage resources efficiently and sustainably.
Planned Impact
The impacts of this research are significant, and whilst they are impossible to quantify fully at this stage, it is possible to place the work into context. There are 159 anaerobic digestion (AD) plants treating municipal sewage sludge and solid waste in the UK. These plants alone generate approximately 203 MWe-equiv. If CoMAnDO realizes a modest 5% increase at 50% of these sites, the total impact would be 5 MWe-equiv. In addition, 391 plants, including non-sewage sector, are scheduled for design and construction, with a capacity of 435 MWe-equiv. If the outputs of CoMAnDO were to be implemented in each of these, the impact and benefits to our energy future would be even greater.
Of course, that is confining the analysis to the UK only. AD is practised widely throughout the rest of the world and so the impacts of this transformative research will be felt worldwide. Regulators, operators, consultants, and the supply chain all acknowledge the potential of the process for energy futures protection, but at the same time all recognize the inefficiencies in the current process design and operation resulting from the inadequacy of current knowledge. Consequently, they have welcomed this initiative to generate improved integrated understanding and robust management tools. Evidence of this is provided in the strong letters of support from key stakeholders; including an industry-leading contractor that provides engineering solutions across the water industry, and a major UK water utility whose responsibility it is to operate AD plants with maximum efficiency. In addition, CoMAnDO has the strong support of the Fluid Group, one of the leading computational modelling companies in the UK who drive efficient numerical solutions to complex water industry problems. CoMAnDO also has support from leading international academics, with research groups at Karlsruhe Institute of Technology, Germany (Prof Krause); Politecnico Milano (Prof Malpei); and leading CFD modeller, Prof Binxin Wu of Jiangsu University, China, all accepting invitations to the Steering Committee.
By influencing design standards and approaches, CoMAnDO's deliverables will aid planners, regulators and other decision makers in ensuring more efficient, sustainable and resilient infrastructure is constructed, ultimately benefiting the societies that they serve, the UK economy and international research agendas. The societal and economic impacts and benefits to be realised by CoMAnDO are clear. There are significant financial savings to be made, whilst helping the issue of securing our energy future, without compromising environmental benefits secured from a stable sludge product. The enhancements to our knowledge base and the associated impacts arising from this proposal will contribute to the UK establishing itself as an innovation powerhouse in the global water technology sector, which a recent UKWRIP report estimates amounts to >$50Bn in the period to 2020.
How will the benefits arise?
- Regulators, utilities, consultants and contractors will benefit directly from the new understanding of mixing in AD and improved, validated modelling methodologies that will lead to better-informed plant design, maintenance and management decisions.
- Academics and practitioners will benefit from rigorous methodologies for numerical mixing and residence time characterisation that will have generic value for future research and development activities relating to many types of mixing processes.
- Research staff - The PDRF will work within a high calibre research environment, with strong international links, undertaking fundamental research through to applied pilot scale studies and state-of-the-art model development, whilst interacting with key stakeholders. This provides a unique, highly valued skillset that will equip them to progress authoritatively into academic or practitioner roles in the global water sector.
Of course, that is confining the analysis to the UK only. AD is practised widely throughout the rest of the world and so the impacts of this transformative research will be felt worldwide. Regulators, operators, consultants, and the supply chain all acknowledge the potential of the process for energy futures protection, but at the same time all recognize the inefficiencies in the current process design and operation resulting from the inadequacy of current knowledge. Consequently, they have welcomed this initiative to generate improved integrated understanding and robust management tools. Evidence of this is provided in the strong letters of support from key stakeholders; including an industry-leading contractor that provides engineering solutions across the water industry, and a major UK water utility whose responsibility it is to operate AD plants with maximum efficiency. In addition, CoMAnDO has the strong support of the Fluid Group, one of the leading computational modelling companies in the UK who drive efficient numerical solutions to complex water industry problems. CoMAnDO also has support from leading international academics, with research groups at Karlsruhe Institute of Technology, Germany (Prof Krause); Politecnico Milano (Prof Malpei); and leading CFD modeller, Prof Binxin Wu of Jiangsu University, China, all accepting invitations to the Steering Committee.
By influencing design standards and approaches, CoMAnDO's deliverables will aid planners, regulators and other decision makers in ensuring more efficient, sustainable and resilient infrastructure is constructed, ultimately benefiting the societies that they serve, the UK economy and international research agendas. The societal and economic impacts and benefits to be realised by CoMAnDO are clear. There are significant financial savings to be made, whilst helping the issue of securing our energy future, without compromising environmental benefits secured from a stable sludge product. The enhancements to our knowledge base and the associated impacts arising from this proposal will contribute to the UK establishing itself as an innovation powerhouse in the global water technology sector, which a recent UKWRIP report estimates amounts to >$50Bn in the period to 2020.
How will the benefits arise?
- Regulators, utilities, consultants and contractors will benefit directly from the new understanding of mixing in AD and improved, validated modelling methodologies that will lead to better-informed plant design, maintenance and management decisions.
- Academics and practitioners will benefit from rigorous methodologies for numerical mixing and residence time characterisation that will have generic value for future research and development activities relating to many types of mixing processes.
- Research staff - The PDRF will work within a high calibre research environment, with strong international links, undertaking fundamental research through to applied pilot scale studies and state-of-the-art model development, whilst interacting with key stakeholders. This provides a unique, highly valued skillset that will equip them to progress authoritatively into academic or practitioner roles in the global water sector.
Organisations
- University of Bradford (Lead Research Organisation)
- University of Milano-Bicocca (Collaboration)
- Severn Trent Water (Collaboration)
- University of York (Collaboration)
- Jiangsu University (Collaboration)
- The Fluid Group (Collaboration)
- Karlsruhe Institute of Technology (Collaboration)
- North Midland Construction (Collaboration)
Publications
Dapelo D
(2020)
A CFD strategy to retrofit an anaerobic digester to improve mixing performance in wastewater treatment.
in Water science and technology : a journal of the International Association on Water Pollution Research
Dapelo D
(2018)
Euler-Lagrange Computational Fluid Dynamics simulation of a full-scale unconfined anaerobic digester for wastewater sludge treatment
in Advances in Engineering Software
Dapelo D
(2020)
The application of Buckingham p theorem to Lattice-Boltzmann modelling of sewage sludge digestion
in Computers & Fluids
Dapelo D
(2023)
Lattice-Boltzmann LES modelling of a full-scale, biogas-mixed anaerobic digester
in Engineering with Computers
Dapelo D
(2021)
Lattice-Boltzmann coupled models for advection-diffusion flow on a wide range of Péclet numbers
in Journal of Computational Science
Dapelo D
(2019)
Towards Lattice-Boltzmann modelling of unconfined gas mixing in anaerobic digestion
in Computers & Fluids
Dapelo D
(2018)
Assessment of mixing quality in full-scale, biogas-mixed anaerobic digestion using CFD.
in Bioresource technology
Description | A new approach to modelling the mixing of municipal sewage sludge in the anaerobic digestion process has been developed using the lattice Boltzmann modelling approach and has been published in the international journal Computers and Fluids (Dapelo, D., Trunk, R., Krause M. and Bridgeman, J., 2019, Towards Lattice-Boltzmann Modelling of Unconfined Gas Mixing in Anaerobic Digestion, Computers and Fluids, 180, 11-21, 10.1016/j.compfluid.2018.12.008). We have further developed the work to couple hydrodynamics and biokinetic modelling. We have one paper under review and one further published paper - Dapelo, D., Simonis, S, Krause, M.J., and Bridgeman, J., 2021, Lattice-Boltzmann coupled models for advection-diffusion flow on a wide range of Peclet numbers, Journal of Computational Science, 51, 101363, https://doi.org/10.1016/j.jocs.2021.101363. |
Exploitation Route | Application of new modelling techniques to refine design of new, and operation of existing, mixing in full scale anaerobic digesters. |
Sectors | Agriculture Food and Drink Construction Education Energy Environment |
Description | EPSRC Facility Award: Tier-2 Cirrus Service (CirrusRAP01_03) |
Amount | £12,301 (GBP) |
Funding ID | EPSRC Facility Award: Tier-2 Cirrus Service (CirrusRAP01_03) |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 12/2018 |
End | 11/2019 |
Title | A CFD strategy to retrofit an anaerobic digester to improve mixing performance in wastewater treatment |
Description | To date, mixing design practice in anaerobic digestion has focussed on biogas production, but no adequate consideration has been given to energy efficiency. A coherent, comprehensive and generalized strategy based on computational fluid dynamics (CFD) modelling has been proposed to improve mixing efficiency of a full-scale, unconfined gas-mixed digester for wastewater treatment. The model consists of an Euler-Lagrange (EL) model where biogas bubbles are modelled as the Eulerian dispersed phase, and non-Newtonian sludge as the Lagrangian continuous phase. Robustness tests show that mixing predictions are independent of bubble size. The CFD strategy comprises the assessment of different mixing geometries and a range of input gas flow rates. Quantitative results show that simple retrofitting measures are able to achieve a significant improvement in the degree of mixing with reduced mixing times, and consequently recommendations for best mixing geometry and gas flow rate are given. |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2020 |
Provided To Others? | Yes |
Impact | Improved analysis and ultimately design and operation of anaerobic digesters |
Title | Additions to OpenLB Code |
Description | Additions to the open source libraries for OpenLB (lattice Boltzmann) software. Spoecifically: Core: power-law unit converter Dynamics: Guo-Zhao porous, contributions on power-law, contributions on HLBM Functors: contributions on indicator and smooth indicator |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2019 |
Provided To Others? | Yes |
Impact | Premature to judge as software only made available in the last few months. |
URL | https://www.openlb.net/download/ |
Title | Buckingham pi scaling |
Description | For the first time, a set of Lattice-Boltzmann two-way coupling Euler-Lagrange models is applied to gas mixing of sludge for anaerobic digestion. The set comprises a local model, a "first-neighbour" (viz., back-coupling occurs to the voxel where a particle sits, plus its first neighbours) and a "smoothing-kernel" (forward- and back-coupling occur through a smoothed-kernel averaging procedure). Laboratory-scale tests display grid-independence problems due to bubble diameter being larger than voxel size, thereby breaking the Euler-Lagrange assumption of negligible particle size. To tackle this problemc1 and thereby have grid-independent resultsc2, a novel data-scaling approach to Euler-Lagrange grid independence evaluation, based on an application of the Buckingham _ theorem, is proposed. Evaluation of laboratory-scale flow patterns and comparison to experimental data show only marginal differences in between the models, and between numerical modelling and experimental data. Pilot-scale simulations show that all the models produce grid-independent, coherent data if the Euler-Lagrange assumption of negligible (or at least, small) particle size is recovered. |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2020 |
Provided To Others? | Yes |
Impact | Premature. Approach only recently developed. |
Description | Collaboration with Professor James Chong, University of York |
Organisation | University of York |
Department | Department of Biology |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Collaboration leading to the development of research grant proposals in the area of anaerobic digestion. |
Collaborator Contribution | Collaboration leading to the development of research grant proposals in the area of anaerobic digestion. |
Impact | None yet - outcomes awaited, |
Start Year | 2021 |
Description | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University |
Organisation | Jiangsu University |
Country | China |
Sector | Academic/University |
PI Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Collaborator Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Impact | Research publication: Dapelo, D., Trunk, R., Krause M. and Bridgeman, J., 2019, Towards Lattice-Boltzmann Modelling of Unconfined Gas Mixing in Anaerobic Digestion, Computers and Fluids, 180, 11-21, 10.1016/j.compfluid.2018.12.008. |
Start Year | 2018 |
Description | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University |
Organisation | Karlsruhe Institute of Technology |
Country | Germany |
Sector | Academic/University |
PI Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Collaborator Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Impact | Research publication: Dapelo, D., Trunk, R., Krause M. and Bridgeman, J., 2019, Towards Lattice-Boltzmann Modelling of Unconfined Gas Mixing in Anaerobic Digestion, Computers and Fluids, 180, 11-21, 10.1016/j.compfluid.2018.12.008. |
Start Year | 2018 |
Description | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University |
Organisation | North Midland Construction |
Country | United Kingdom |
Sector | Private |
PI Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Collaborator Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Impact | Research publication: Dapelo, D., Trunk, R., Krause M. and Bridgeman, J., 2019, Towards Lattice-Boltzmann Modelling of Unconfined Gas Mixing in Anaerobic Digestion, Computers and Fluids, 180, 11-21, 10.1016/j.compfluid.2018.12.008. |
Start Year | 2018 |
Description | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University |
Organisation | Severn Trent Water |
Country | United Kingdom |
Sector | Private |
PI Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Collaborator Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Impact | Research publication: Dapelo, D., Trunk, R., Krause M. and Bridgeman, J., 2019, Towards Lattice-Boltzmann Modelling of Unconfined Gas Mixing in Anaerobic Digestion, Computers and Fluids, 180, 11-21, 10.1016/j.compfluid.2018.12.008. |
Start Year | 2018 |
Description | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University |
Organisation | The Fluid Group |
Country | United Kingdom |
Sector | Private |
PI Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Collaborator Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Impact | Research publication: Dapelo, D., Trunk, R., Krause M. and Bridgeman, J., 2019, Towards Lattice-Boltzmann Modelling of Unconfined Gas Mixing in Anaerobic Digestion, Computers and Fluids, 180, 11-21, 10.1016/j.compfluid.2018.12.008. |
Start Year | 2018 |
Description | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University |
Organisation | University of Milano-Bicocca |
Country | Italy |
Sector | Academic/University |
PI Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Collaborator Contribution | Collaboration with Severn Trent water, North Midland Construction, The Fluid Group, Karlsruhe Institute of Technology, Politecnico Milano, Jiangsu University throughout the course of the project in the development and application of novel mining arrangements for anaerobic digestion. |
Impact | Research publication: Dapelo, D., Trunk, R., Krause M. and Bridgeman, J., 2019, Towards Lattice-Boltzmann Modelling of Unconfined Gas Mixing in Anaerobic Digestion, Computers and Fluids, 180, 11-21, 10.1016/j.compfluid.2018.12.008. |
Start Year | 2018 |
Description | Conference presentation - Watermatex 2019 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Industry/Business |
Results and Impact | International conference presentation that received significant attention during and after proceedings, also resulted in recently-accepted journal paper to Water Science and Technology. |
Year(s) Of Engagement Activity | 2019 |
Description | Presentation to nternational Conference on Discrete Simulation of Fluid Dynamics, online conference, 13th-17th July 2020. |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Presentation of research outcomes at internationally leading conference. Subsequent paper arising from presentation is now being considered for publication in Journal of Computational Science (first reviews received, manuscript currently under revision) |
Year(s) Of Engagement Activity | 2020 |
Description | Presentation: The application and subsequent development of computational modelling of water and waste water treatment processes using CFD and lattice Boltzmann modelling, Centre for Advanced Computational Science, Manchester Metropolitan University, 28th July 2020. |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Other audiences |
Results and Impact | The application and subsequent development of computational modelling of water and waste water treatment processes using CFD and lattice Boltzmann modelling, Centre for Advanced Computational Science, Manchester Metropolitan University, 28th July 2020. |
Year(s) Of Engagement Activity | 2020 |
Description | Working Group seminar, 27th International Conference on Discrete Simulation of Fluid Dynamics, Worcester, Massachusetts, June 25-29, 2018 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | A talk on Lattice-Boltzmann description of gas mixing in anaerobic digestion to interested experts (mathematical modellers and practitioners) |
Year(s) Of Engagement Activity | 2018 |