New Frontiers in Aerosol Particle Measurements
Lead Research Organisation:
University of Bristol
Department Name: Chemistry
Abstract
Aerosol particles play a critical role in a broad range of disciplines, extending from their impact on atmospheric chemistry and physics, to their use in the delivery of drugs to the lungs and their impact on human health, through to their use in the delivery of fuels for combustion and for fabricating functionalised micropaticles in spray-drying. Aerosols are highly dynamic, variable in size and heterogeneous in composition. Physical and chemical processes can span timescales from the nanosecond for molecular processes at the surface of a particle, extending through to oxidative aging in the atmosphere over a time period of many hours. Particle sizes extend from the nanometre size of nucleation clusters to the millimetre size of rain drops. The size of a particle evolves through the condensation or evaporation of volatile and semi-volatile gas phase components or through particle-particle interaction and collision leading to coalescence. The coupling of mass and heat transfer during condensation and evaporation in aerosol has been widely studied. However, the process of coalescence has been much less well characterised despite its importance in dense aerosol plumes (eg. in fuel delivery and spray drying), in the scavenging of charged aerosol particles by cloud droplets in the atmosphere, and in the agglomeration of solid particles in the delivery of drugs using dry powders. Indeed, the mechanisms of particle-particle interactions and the actual process of coalescence are of considerable fundamental scientific interest. Experiments will provide an opportunity to test models of the interactions of dielectric charged particles and the theory underpinning the shape of inviscid or viscous liquid droplets developed by eminent scientists such as Lord Rayleigh, Lamb and Chadrashekar.
We have developed optical tweezers as a versatile platform for studying either individual particles or arrays of aerosol. Using light to capture and manipulate particles, we can change the separation of particles and bring them to close approach and even coalescence. From Raman spectroscopy, we can determine the size of spherical particles with nanometre accuracy and can determine their refractive index with high accuracy (<0.03 %). Particles can be loaded one at a time into an optical trap using droplet-on-demand generators and can be given a chosen amount of charge. The gas phase composition, temperature and pressure around the trapped particles can be controlled. We will use this platform to investigate in detail the interactions between particles and the coalescence process.
More specifically, by varying the composition of the aerosol and the gas phase relative humidity, we will be able to both measure the rate of the molecular diffusion of water within a particle and the viscosity of a particle by following the relaxation in particle shape to a sphere after coalescence. Indeed, in preliminary work we have shown that we can measure the viscosity over an unprecedented range of more than 12 orders of magnitude. These measurements will provide invaluable insights into the relationship between the molecular and macroscopic scales, exploring the phase behaviour of materials through the competition of nucleation and crystallisation with the slow kinetics of diffusion. We will also investigate the interplay of attractive and repulsive forces between particles of like charge, comparing measurements with recently developed theories. Finally, important processes such as contact freezing (thought to be important for ice nucleation in the atmosphere) will be studied in a controlled way for the first time.
In summary, using versatile optical techniques, we will investigate at a fundamental level and in applied contexts a new frontier in aerosol research that has largely been unexplored to date, providing us with an opportunity to study problems in fundamental physical chemistry and in applied aerosol science.
We have developed optical tweezers as a versatile platform for studying either individual particles or arrays of aerosol. Using light to capture and manipulate particles, we can change the separation of particles and bring them to close approach and even coalescence. From Raman spectroscopy, we can determine the size of spherical particles with nanometre accuracy and can determine their refractive index with high accuracy (<0.03 %). Particles can be loaded one at a time into an optical trap using droplet-on-demand generators and can be given a chosen amount of charge. The gas phase composition, temperature and pressure around the trapped particles can be controlled. We will use this platform to investigate in detail the interactions between particles and the coalescence process.
More specifically, by varying the composition of the aerosol and the gas phase relative humidity, we will be able to both measure the rate of the molecular diffusion of water within a particle and the viscosity of a particle by following the relaxation in particle shape to a sphere after coalescence. Indeed, in preliminary work we have shown that we can measure the viscosity over an unprecedented range of more than 12 orders of magnitude. These measurements will provide invaluable insights into the relationship between the molecular and macroscopic scales, exploring the phase behaviour of materials through the competition of nucleation and crystallisation with the slow kinetics of diffusion. We will also investigate the interplay of attractive and repulsive forces between particles of like charge, comparing measurements with recently developed theories. Finally, important processes such as contact freezing (thought to be important for ice nucleation in the atmosphere) will be studied in a controlled way for the first time.
In summary, using versatile optical techniques, we will investigate at a fundamental level and in applied contexts a new frontier in aerosol research that has largely been unexplored to date, providing us with an opportunity to study problems in fundamental physical chemistry and in applied aerosol science.
Planned Impact
Aerosols play important roles in the atmosphere, in the delivery of drugs to the lungs and fuels for combustion and in industrial processes such as spray drying. Understanding the factors that control the size distributions of particles in these settings is crucial. Coalescence is a fundamental process that has received little attention because of a lack of robust methods for addressing it. A fuller characterisation of interparticle interactions and particle coalescence will result from this work and will improve predictions of evolving size distributions, not only in the aerosol science community but more widely in colloid science.
In the atmospheric context, indirect effect of aerosols on clouds through changing droplet size distributions, cloud albedo and lifetime were recognised in the 2007 report by the Intergovernmental Panel on Climate Change as representing one of the largest uncertainties in quantifying and predicting climate change. Better characterising the kinetic factors governing, for example, the scavenging of charged aerosol by cloud droplets will improve our understanding of interstitial aerosol in clouds, aerosol particle lifetimes and cloud droplet size distributions. An improved understanding of the mechanisms of phase change on particle coalescence (contact freezing) leading to ice particle formation will contribute to reducing the uncertainty in the radiative forcing by ice clouds, omitted entirely from the last IPCC report because the uncertainties were assessed as being too large to quantify. Thus, the atmospheric science community will be wider beneficiaries of this work.
In the delivery of drugs to the lungs, the particle size distribution is considered to be key in determining the depositional patter of drugs in the respiratory tract. Better understanding the coalescence of particles in the dense spray formed from medical nebulisers and metered dose inhalers through quantifying (potentially controlling) interparticle interactions will provide long term benefits to understanding drug efficacy. A further problem in the use of dry powder inhalers is the separation and suspension of small active pharmaceutical ingredient particles from the much larger excipient carrier particles, impacting on the dose delivered to the respiratory tract. This process is the reverse of the coalescence studies described in this proposal and will benefit from the studies of interparticle interactions between dielectric particles. In the long term, the fundamental work described in this proposal will lead to greater understanding of the aerosol processes at the core of the delivery of drugs to the lungs.
Further, the fabrication of microparticles by spray drying finds widespread application in the food, pharmaceutical, paints, ceramics and catalysis sectors. At the heart of the process is the rapid evaporation of solvent leading to solute rich particles in which molecular diffusion can become slow and even arrested, and phase transitions controlled. The measurements that will be performed here will, as for the earlier areas of impact, provide fundamental insights into the processes occurring in single particles and, thus, in particles in the ensemble. Better control of spray drying processes from an improved understanding of the aerosol dynamics occurring, will in the long term permit improvements and efficiencies to be made in this industrially important processes.
The potential impact of the work in the areas of atmospheric science and the delivery of drugs to the lungs could lead to improved quality of life through an improved understanding of the role of aerosols in governing climate and air quality, and improved efficacy of drugs for treating respiratory and systemic illness. Improvements to industrial processes such as spray drying would lead to economic competitiveness and efficiency, and increases in the functionalities of the materials that can be fabricated and produced.
In the atmospheric context, indirect effect of aerosols on clouds through changing droplet size distributions, cloud albedo and lifetime were recognised in the 2007 report by the Intergovernmental Panel on Climate Change as representing one of the largest uncertainties in quantifying and predicting climate change. Better characterising the kinetic factors governing, for example, the scavenging of charged aerosol by cloud droplets will improve our understanding of interstitial aerosol in clouds, aerosol particle lifetimes and cloud droplet size distributions. An improved understanding of the mechanisms of phase change on particle coalescence (contact freezing) leading to ice particle formation will contribute to reducing the uncertainty in the radiative forcing by ice clouds, omitted entirely from the last IPCC report because the uncertainties were assessed as being too large to quantify. Thus, the atmospheric science community will be wider beneficiaries of this work.
In the delivery of drugs to the lungs, the particle size distribution is considered to be key in determining the depositional patter of drugs in the respiratory tract. Better understanding the coalescence of particles in the dense spray formed from medical nebulisers and metered dose inhalers through quantifying (potentially controlling) interparticle interactions will provide long term benefits to understanding drug efficacy. A further problem in the use of dry powder inhalers is the separation and suspension of small active pharmaceutical ingredient particles from the much larger excipient carrier particles, impacting on the dose delivered to the respiratory tract. This process is the reverse of the coalescence studies described in this proposal and will benefit from the studies of interparticle interactions between dielectric particles. In the long term, the fundamental work described in this proposal will lead to greater understanding of the aerosol processes at the core of the delivery of drugs to the lungs.
Further, the fabrication of microparticles by spray drying finds widespread application in the food, pharmaceutical, paints, ceramics and catalysis sectors. At the heart of the process is the rapid evaporation of solvent leading to solute rich particles in which molecular diffusion can become slow and even arrested, and phase transitions controlled. The measurements that will be performed here will, as for the earlier areas of impact, provide fundamental insights into the processes occurring in single particles and, thus, in particles in the ensemble. Better control of spray drying processes from an improved understanding of the aerosol dynamics occurring, will in the long term permit improvements and efficiencies to be made in this industrially important processes.
The potential impact of the work in the areas of atmospheric science and the delivery of drugs to the lungs could lead to improved quality of life through an improved understanding of the role of aerosols in governing climate and air quality, and improved efficacy of drugs for treating respiratory and systemic illness. Improvements to industrial processes such as spray drying would lead to economic competitiveness and efficiency, and increases in the functionalities of the materials that can be fabricated and produced.
Publications
Baldelli A
(2016)
Effect of crystallization kinetics on the properties of spray dried microparticles
in Aerosol Science and Technology
Boyer HC
(2017)
Statistical Thermodynamic Model for Surface Tension of Organic and Inorganic Aqueous Mixtures.
in The journal of physical chemistry. A
Bzdek BR
(2020)
The surface tension of surfactant-containing, finite volume droplets.
in Proceedings of the National Academy of Sciences of the United States of America
Bzdek BR
(2016)
Dynamic measurements and simulations of airborne picolitre-droplet coalescence in holographic optical tweezers.
in The Journal of chemical physics
Bzdek BR
(2020)
Open questions on the physical properties of aerosols.
in Communications chemistry
Bzdek BR
(2017)
Perspective: Aerosol microphysics: From molecules to the chemical physics of aerosols.
in The Journal of chemical physics
Bzdek BR
(2016)
Precise, contactless measurements of the surface tension of picolitre aerosol droplets.
in Chemical science
Cotterell M
(2017)
A complete parameterisation of the relative humidity and wavelength dependence of the refractive index of hygroscopic inorganic aerosol particles
in Atmospheric Chemistry and Physics
Description | The following key discoveries and developments are reported: (1) We have controlled the coalescence of two liquid droplets held in two optical traps and monitored the return to a spherical shape of the composite droplet. The shape oscillations have been observed with extremely high frame rate imaging, recording images with a 10 microsecond time-resolution. These have confirmed that the droplet oscillates with a sequence of normal modes first identified by Rayleigh in the 19th century. (2) From the oscillations in shape, we have determined the frequencies of the normal modes. These frequencies can be used to determine the surface tension of the droplet with high accuracy, providing a way for determining the surface composition of aerosol droplets directly for the first time. (3) To make measurements, the gas phase surrounding the droplets must be kept very clean, using ultrapure nitrogen gas. If this is not achieved, the droplet surfaces become contaminated with impurities on a timescale of minutes. A consequence of this is that it can be assumed that all water surfaces are not just water, they are coated in organic impurities in any but the cleanest environment. |
Exploitation Route | New collaborations have been instigated as part of this project in order to better understand our results. The collaborators are: Jean-Pierre Wolf and Jérôme Kasparian - Université de Genève, GAP-Biophotonics, Chemin de Pinchat 22, CH-1211 Geneva 4, Switzerland James E. Sprittles - Mathematics Institute, University of Warwick, Coventry, CV4 7AL, United Kingdom |
Sectors | Environment,Healthcare,Other |
URL | http://www.bristol.ac.uk/chemistry/research/barc/research-projects/surface-tension-and-viscosity/ |
Title | A Complete Parameterization of the Relative Humidity and Wavelength Dependence of the Refractive Index of Hygroscopic Inorganic Aerosol Particles (Atmospheric Chemistry and Physics 2017) |
Description | Calculations of aerosol radiative forcing require knowledge of wavelength-dependent aerosol optical properties, such as single scattering albedo. These aerosol optical properties can be calculated using Mie theory from knowledge of the key microphysical properties of particle size and refractive index, assuming that atmospheric particles are well-approximated to be spherical and homogeneous. We provide refractive index determinations for aqueous aerosol particles containing the key atmospherically relevant inorganic solutes of NaCl, NaNO3, (NH4)2SO4, NH4HSO4 and Na2SO4, reporting the refractive index variation with both wavelength (400 - 650 nm) and relative humidity (from 100% to the efflorescence value of the salt). The accurate and precise retrieval of refractive index is performed using single particle cavity ring-down spectroscopy. This approach involves probing a single aerosol particle confined in a Bessel laser beam optical trap through a combination of extinction measurements by cavity ring-down spectroscopy and elastic light scattering measurements. Further, we assess the accuracy of these refractive index measurements, comparing our data with previously reported data sets from different measurement techniques but at a single wavelength. Finally, we provide a Cauchy dispersion model that parameterizes refractive index measurements in terms of both wavelength and relative humidity. Our parameterizations should provide useful information to researchers requiring an accurate and comprehensive treatment of the wavelength and relative humidity dependence of refractive index for the inorganic component of atmospheric aerosol. |
Type Of Material | Database/Collection of data |
Year Produced | 2017 |
Provided To Others? | Yes |
Title | Dynamic Measurements and Simulations of Airborne Picolitre-Droplet Coalescence in Holographic Optical Tweezers (J Chem Phys 2016) |
Description | Data supporting the figures presented in: Dynamic Measurements and Simulations of Airborne Picolitre-Droplet Coalescence in Holographic Optical Tweezers (Bryan R. Bzdek, Liam Collard, James E. Sprittles, Andrew J. Hudson, and Jonathan P. Reid, J Chem Phys, 2016). |
Type Of Material | Database/Collection of data |
Year Produced | 2016 |
Provided To Others? | Yes |
Title | The Surface Tension of Surfactant-Containing, Finite Volume Droplets |
Description | This data set provides the data underlying the figures in our publication "The Surface Tension of Surfactant-Containing, Finite Volume Droplets", Proceedings of the National Academy of Sciences of the United States of America, 2020. |
Type Of Material | Database/Collection of data |
Year Produced | 2020 |
Provided To Others? | Yes |
URL | https://data.bris.ac.uk/data/dataset/38lc6czmwnp3b281ba3r7l0bbz/ |
Description | Collaboration with Prof. Cari Dutcher on development of hygroscopicity prediction models |
Organisation | University of Minnesota |
Department | Department of Mechanical Engineering |
Country | United States |
Sector | Academic/University |
PI Contribution | We have provided Prof. Dutcher with experimental data to model for hygroscopic growth and surface tension of aerosol particles. |
Collaborator Contribution | Prof. Dutcher's group have developed thermodynamic models for predicting the hygroscopic growth of aerosols and surface tension. We have worked with them to simulate our experimental data and they have provide refined model outputs for comparison in manuscript under review. |
Impact | Publications: Marsh, A., Miles, R. E. H., Rovelli, G., Cowling, A. G., Nandy, L., Dutcher, C. S., & Reid, J. P. (2016). Influence of Organic Compound Functionality on Aerosol Hygroscopicity: Dicarboxylic Acids, Alkyl-Substituents, Sugars and Amino Acids. Atmospheric Chemistry and Physics Discussions, (December), 1-30. https://doi.org/10.5194/acp-2016-1051 Boyer, H. C., Bzdek, B. R., Reid, J. P., & Dutcher, C. S. (2017). A Statistical Thermodynamic Model for Surface Tension of Organic and Inorganic Aqueous Mixtures. The Journal of Physical Chemistry A, 121, 198-205. https://doi.org/10.1021/acs.jpca.6b10057 Cai, C., Stewart, D. J., Reid, J. P., Zhang, Y., Ohm, P., Dutcher, C. S., & Clegg, S. L. (2015). Organic Component Vapor Pressures and Hygroscopicities of Aqueous Aerosol Measured by Optical Tweezers. Journal of Physical Chemistry A, 119, 704-718. https://doi.org/10.1021/jp510525r Marshall, F. H., Miles, R. E. H., Song, Y.-C., Ohm, P. B., Power, R. M., Reid, J. P., & Dutcher, C. S. (2016). Diffusion and Reactivity in Ultraviscous Aerosol and the Correlation with Particle Viscosity. Chem. Sci., 7, 1298-1308. https://doi.org/10.1039/C5SC03223G |
Start Year | 2015 |
Description | Contributed talk by Dr. Bryan Bzdek at ACS Spring meeting, San Diego, USA |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | contributed conference talk |
Year(s) Of Engagement Activity | 2015 |
Description | Invited seminars at Universities of Cardiff, Leeds and Oxford |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Invited talks |
Year(s) Of Engagement Activity | 2014 |
Description | Lecture tour in US (MIT, Harvard, University of Wisconsin and Carnegie Mellon) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Invited talks |
Year(s) Of Engagement Activity | 2014 |
Description | Postgraduate course in aerosol science, Beijing Institute of Technology, China |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | A taught course I delivered as a visiting professor |
Year(s) Of Engagement Activity | 2015 |
Description | Research talk at EGU, Vienna by Bryan Bzdek |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Research talk at international conference |
Year(s) Of Engagement Activity | 2014,2016 |
Description | Research talk at University of Alberta, California |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Research talk at University |
Year(s) Of Engagement Activity | 2016 |
Description | Research talk at international conference |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Talk at Workshop on Molecular Understanding of Atmospheric Aerosols, Chaminade, California |
Year(s) Of Engagement Activity | 2016 |
Description | Royal Society of Chemistry and Chemical Society of Japan joint symposium, Tokyo, Japan |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Invited talk |
Year(s) Of Engagement Activity | 2015 |
Description | SPIE Conference, San Diego, Optical Tweezers Talk |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Invited Talk |
Year(s) Of Engagement Activity | 2014 |
Description | Seminars at Universities of Manchester and Cambridge |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Invited talks |
Year(s) Of Engagement Activity | 2015 |
Description | Talk at Future of Chemical Physics conference in Oxford |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Research talk at international conference |
Year(s) Of Engagement Activity | 2016 |
Description | Talk at Spring meeting of the American Chemical Society |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Research talk at international conference |
Year(s) Of Engagement Activity | 2016 |
Description | Talk at University of Warwick |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Research talk at university |
Year(s) Of Engagement Activity | 2016 |
Description | Workshop on Physical Chemistry of Aerosol |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Invited Talk |
Year(s) Of Engagement Activity | 2014 |