Particle collisions, aggregation & resuspension

Lead Research Organisation: University of Nottingham
Department Name: Faculty of Engineering

Abstract

The formation of planets and comets, the precipitation of rain or snow from a cloud, the flocculation of particles from an asthma inhaler, the jamming of snacks or pharmaceuticals as they are coated in a plant, the transport by turbidity currents of carbon rich sediments from the continents into the deep ocean all critically depend on the minute details of particle properties and the fluid that mediates them. Particle shape, surface finish and turbulence and structure in the surrounding fluid govern the outcome of the particle collisions that in turn determine whether a planet grows, a rain storm forms, a process plant jams, or a turbidity current deposits its sediment. This Fellowship explores this relationship between particle and fluid properties and collision outcome, by innovating diagnostic technology to allow precision data to be captured in ground-breaking experiments that utilise these new techniques.

This proposed programme follows two complementary threads that examine the particle collisions themselves and the role of the surrounding fluid in mediating and/or promoting those collisions. These threads are bought together to verify aggregation models describing the location, frequency and outcome of collisions, dictating the evolution of particle size and distribution throughout a flow. The first thread exploits the unique properties of ice to create highly bespoke binary collisions to forensically identify the particle properties that influence the energetics of a collision leading to aggregation or rebound. The second thread uses new hydrogel bead technology to attempt to make sub-particle scale turbulence measurements that can start to explain the dramatic synergistic influence particles have on the fluid they are carried in.

Through this research programme the PI aims to deliver significant, fundamental and lasting developments in the understanding of fluid mediated particle collisions. The PI will enhance her growing, global reputation and track-record in this field and attract high-quality graduate students and post-doctoral researchers to form a dedicated group at the forefront of fluid and particle dynamics research. Current international collaborations will be strengthened and exploited to maximise the benefit of the research, and new links with academics and practitioners will be fostered. The Fellowship will also exploit the world-class facilities - the superconducting magnet and the cryogenic atomic force microscope - and expertise at the University of Nottingham helping to create a focal point for future experimental particle technology studies.

Planned Impact

The key impact of this Fellowship will be the realisation of the techniques, diagnostics and data to fully validate particulate modelling processes, allowing the genesis of truly predictive tools. Two applications are addressed within the proposal lifetime that will lead to relatively near-term societal and economic benefit. The experimental results will be directly implemented within the UK Met Office's cloud microphysics module of the Unified Model, expected to be launched for operational forecasting in 2018. The quantitative prediction of rainfall is notoriously unreliable, due in large part to the uncertainty surrounding ice clustering processes in clouds. The highly bespoke data sets acquired through this Fellowship will be key in improving our understanding of ice particle behaviour in clouds, allowing the time and quantity of precipitation to be more accurately pinpointed in forecasting models. The benefits of improved quantitative prediction of precipitation are both economic and societal, since they allow more targeted mitigation and response to hazards that is both more economical and more effective.

The improved knowledge of ice particle shapes, clustering behaviour and distribution in clouds also impacts significantly on aviation. For example, at the UKAC Icing Prediction, Design and Quantification working group in October 2013 representatives of Rolls Royce and Airbus acknowledged that ice crystal formation at high altitude is of critical importance regarding impact on aircraft and aeroengine and the extensive damage that can result. The current problem with predicting these ice impacts is the difficulty of describing the possible trajectories of highly non-spherical ice particles that are often composed of clustered crystal fragments. This Fellowship will not only make such fragments, but also provide insight into the clustering process and thus the possible shapes and size distribution of real atmospheric ice. The enhanced knowledge of fluid particle interaction will also provide new insight into the concentration distribution of these clusters in a cloud allowing the impacts to be better modelled and mitigated, avoiding costly remedial repair and improving flight safety.

The resuspension work within this Fellowship links to new theoretical work undertaken in the last few years that starts to clarify the apparently essential role of fluid pore pressures in resuspending particles from a bed. Although motivated by the exceptional speeds and run out distances of powder snow avalanches, that could not be satisfactorily explained by shear-based erosion models, volcanologists and petroleum engineers are just starting to ask if these fluid-particle mechanisms are also at play in pyroclastic flows and ocean turbidity currents. Our experiments will elucidate this, informing and enabling the detailed verification and validation of numerical simulations that in turn will form the basis of a new generation of predictive models that can describe the transport of carbon-rich sediment from the continents into the deep ocean. This is essential information for sub-sea oil and gas engineers who need to locate these sediments for economically viable, targeted exploration and drilling.

In the long term, the expertise and knowledge created within this project can feed into food and pharmaceutical processing problems, where the application of coatings can enhance the propensity for expensive jamming and clustering problems, and astrophysics, where the process of planet-building from ice dust is still an open question.

Publications

10 25 50
 
Description Our experiments are showing that ice aggregation changes with time. Aggregation of similarly-sized particles relies on a rare 'nucleation' event which occurs at an almost arbitrary timescale. Once this has happened then aggregation appears repeatable. We have also made the first direct measurements of the coagulation kernel for ice particles. This work is now being prepared for publication.
Exploitation Route Our observations are significant, contradicting modelling approaches both in cloud physics and in models of planet formation from disks. Also potential applications in self assembly problems. The MetOffice are planning to implement our results within the cloud physics module of the forecasting programme.
Sectors Environment,Manufacturing, including Industrial Biotechology

 
Description The work is delivering toward being embedded in Met Office cloud physics modules. But at a rate of around 2 weeks research per year since COVID this is severely delayed.
First Year Of Impact 2021
Sector Environment,Other
Impact Types Policy & public services

 
Description UoN-MetO 
Organisation Meteorological Office UK
Country United Kingdom 
Sector Academic/University 
PI Contribution We are devising a methodology to grow bespoke ice crystal shapes in microgravity and create collisions mimicking the aggregation processes in clouds. We now have a repeatable system for creating binary collisions and disks of spinning particles to evaluate the sticking efficiencies of ice collisions. The current work is to generate an experimentally verified kernel to evaluate that.
Collaborator Contribution Paul Field is advising us with his expert knowledge of cloud ice formations. In the future, the outcomes of the experimental research will be fed into active MetOffice models via a PDRA internship.
Impact The collaboration has strongly steered the way in which we are going about the experiments and analysing the data. The method an first stage analysis will be ready for publication submission within 3 weeks.
Start Year 2015
 
Description UoN_OU 
Organisation University of Oxford
Country United Kingdom 
Sector Academic/University 
PI Contribution Development of micro-scale pressure sensor from encapsulated bubbles. Developed method for depositing a gold nanoparticle layer to the sensors and imagining that. This process is being optimised.
Collaborator Contribution Bi-product of micro-bubble capture technique to encapsulate bubbles in polymer
Impact None yet - still producing samples for development. OU stopped making the micro bubbles in 2017 - seeking alternative source for continuation of study.
Start Year 2015
 
Description Arkwright Scholars Activities 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact A lab experience for promising school students introducing environmental fluid mechanics. Verbal feedback from the students indicated that they found the experience stimulating and unique.
Year(s) Of Engagement Activity 2015,2016,2017
 
Description BBC Radio Derby Interview 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Media (as a channel to the public)
Results and Impact Radio interview on BBC Radio Derby, discussing snow formation and ice particle growth and aggregation
Year(s) Of Engagement Activity 2019
 
Description BBC radio Bristol interview about snow flakes 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Discussing a question sent in by the public to a science show - 'is it true no two snow flakes are the same?'
Year(s) Of Engagement Activity 2021
 
Description BBC radio programmes 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Media (as a channel to the public)
Results and Impact Two interviews with BBC Radio Derby and BBC Radio Nottingham on different types of snow. This was triggered by the unusual snow fall patterns from late February/early March 2018 and I was able to discuss the findings of our ice aggregation experiments in describing different snow types.
Year(s) Of Engagement Activity 2018
 
Description Dresden - particle laden flows 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Study participants or study members
Results and Impact Max Plank institute symposium series of long talk (1 daily) from experts followed by working time to develop ideas and discussions. Talked on fluid-particle phenomena.
Year(s) Of Engagement Activity 2016
 
Description Interview for BBC News 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Media (as a channel to the public)
Results and Impact Interview for BBC News Channel regarding types of snow and effect on transport.
Year(s) Of Engagement Activity 2018
 
Description Sixty symbols, KH experiment 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact 2.8k views of Kelvin Helmholtz experiment video through sixty symbols channel
Year(s) Of Engagement Activity 2017
URL https://www.youtube.com/watch?v=mf_143gkKSQ
 
Description Snow and clouds School session 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Activities with year 2 (making clouds) and year 13 (growing ice crystals and showing snow aggregates) as outreach activity - Ockbrook School Derby.
Year(s) Of Engagement Activity 2019
 
Description Snow media 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact I was interviewed live on BBC radio Derby about snow, and how snow flakes form to support a show they were making discussing the weather (it was a snowy day! Jan13TH 2017).

I wrote an article for the Conversation also regarding snow and its different effects in the UK and elsewhere. This was republished in other outlets including the Daily Mail.
Year(s) Of Engagement Activity 2017
 
Description Woods Hole talk 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Seminar to WHOI GEFD programme.
Year(s) Of Engagement Activity 2020
 
Description Woods Holes 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Woods Hole Oceanographic Institute Geophysical Fluid Dynamics Summer Programme.
Year(s) Of Engagement Activity 2018