Fundamental Studies of the Drying of Complex Multiphase Aerosol Droplets
Lead Research Organisation:
University of Bristol
Department Name: Chemistry
Abstract
Aerosols consist of liquid droplets or solid particles dispersed within a gas phase (typically air). Such droplets and particles can range in size from nanometres to millimetres. Aerosols are widely used to treat asthma via inhalation of therapeutic drugs and, in principle, enable the treatment of systemic diseases and the delivery of vaccines. They also find widespread application in consumer and agrochemical products, are prevalent in the atmosphere as particulate matter (PM) affecting air quality and human health, and are vehicles for the transmission of respiratory pathogens such as SARS-CoV-2, the virus responsible for COVID-19, and the bacterium responsible for tuberculosis. In all cases, the dispersed phase is dynamic, changing rapidly in moisture content and particle/droplet size during transport in the atmosphere, and often interchanging phase. Further complexity arises in most real-world systems: the droplets/particles can be multiphase consisting, for example, of dispersed solid nanoparticles within a liquid host droplet. Understanding such complex multiphase systems is crucial for designing pharmaceutical formulations to deliver drugs to the lungs, controlling the drying kinetics and engineered final particle structure in industrial processes such as spray-drying, and rationalising the airborne survival of viruses and bacteria in exhaled respiratory aerosol. Despite the importance of this broad range of problems, there are very few relevant studies of the dynamic transformation of aerosol droplets containing dispersed nanoparticles.
We will integrate complementary expertise at the Universities of Bristol, Manchester and Sheffield to investigate the many physicochemical parameters that control the stability and structure of dried microparticles formed from solution aerosol droplets containing nanoparticles. The Bristol team has developed an array of state-of-the-art experimental methods to study the evaporation and drying of aerosol droplets in real time by monitoring their evolving size, composition, phase state and structure, while also capturing the final dried microparticles for post-mortem analysis. At Manchester, the team has extensive modelling capabilities to simulate the drying kinetics of evaporating aerosol droplets to account for changes in fluid viscosity, composition and temperature. The Sheffield team has developed synthetic routes to produce tailored polymer nanoparticles of varying size, shape, and surface chemistry in water, polar solvents or non-polar solvents, including the bio-inspired synthesis of several virus mimics. This combined expertise will enable us to examine a wide range of nanoparticles of selected size and character at known concentrations within host liquid droplets. Such nanoparticle-loaded droplets will be generated with reproducible size in a controlled environment of known temperature and gas phase composition, and their evaporation will be studied in real time (on timescales ranging from milliseconds to hours) through to the point of solidification. The structure of the final dried microparticles will be examined by scanning electron microscopy. These experiments will be compared with model predictions of evolving particle size and composition, and the structure and moisture stability of the microparticles will be evaluated. Ultimately, these observations will enable us to develop a framework for predicting how the various microphysical processes that occur during drying and the character of the nanoparticles within the host droplets affect the final microparticles.
Working closely with industrial partners with expertise in the pharmaceutical, consumer product and aerobiology sectors, we will establish robust physical principles for understanding the dynamics occurring in aerosols of complex composition and phase in domains extending from drug delivery to the lungs to spray-drying of commercial products to mechanisms of disease transmission.
We will integrate complementary expertise at the Universities of Bristol, Manchester and Sheffield to investigate the many physicochemical parameters that control the stability and structure of dried microparticles formed from solution aerosol droplets containing nanoparticles. The Bristol team has developed an array of state-of-the-art experimental methods to study the evaporation and drying of aerosol droplets in real time by monitoring their evolving size, composition, phase state and structure, while also capturing the final dried microparticles for post-mortem analysis. At Manchester, the team has extensive modelling capabilities to simulate the drying kinetics of evaporating aerosol droplets to account for changes in fluid viscosity, composition and temperature. The Sheffield team has developed synthetic routes to produce tailored polymer nanoparticles of varying size, shape, and surface chemistry in water, polar solvents or non-polar solvents, including the bio-inspired synthesis of several virus mimics. This combined expertise will enable us to examine a wide range of nanoparticles of selected size and character at known concentrations within host liquid droplets. Such nanoparticle-loaded droplets will be generated with reproducible size in a controlled environment of known temperature and gas phase composition, and their evaporation will be studied in real time (on timescales ranging from milliseconds to hours) through to the point of solidification. The structure of the final dried microparticles will be examined by scanning electron microscopy. These experiments will be compared with model predictions of evolving particle size and composition, and the structure and moisture stability of the microparticles will be evaluated. Ultimately, these observations will enable us to develop a framework for predicting how the various microphysical processes that occur during drying and the character of the nanoparticles within the host droplets affect the final microparticles.
Working closely with industrial partners with expertise in the pharmaceutical, consumer product and aerobiology sectors, we will establish robust physical principles for understanding the dynamics occurring in aerosols of complex composition and phase in domains extending from drug delivery to the lungs to spray-drying of commercial products to mechanisms of disease transmission.
Organisations
- University of Bristol (Lead Research Organisation)
- Defence Science & Technology Laboratory (DSTL) (Collaboration)
- Johnson Matthey (Collaboration, Project Partner)
- Danone, France (Collaboration)
- Arxada (Collaboration)
- Lonza UK Ltd (Project Partner)
- Kindeva Drug Delivery Limited (Project Partner)
- Defence Science & Tech Lab DSTL (Project Partner)
- Danone Nutricia Research (Project Partner)
Publications
Mahato L
(2025)
Supra-particle formation by evaporation of aerosol droplets containing binary mixtures of colloidal particles: Controlling the final morphology
in Journal of Colloid and Interface Science
Mahato L
(2025)
The impact dynamics of picolitre aerosol droplets depositing on surfaces: Effect of wettability, inertia and viscosity
in Aerosol Science and Technology
Miles BEA
(2025)
Evaporation Kinetics and Final Particle Morphology of Multicomponent Salt Solution Droplets.
in The journal of physical chemistry. A
Miles BEA
(2024)
Effect of the Addition of Diblock Copolymer Nanoparticles on the Evaporation Kinetics and Final Particle Morphology for Drying Aqueous Aerosol Droplets.
in Langmuir : the ACS journal of surfaces and colloids
Neal E.
(2024)
A novel approach to resuspend particles of controlled morphologies in a 3D printed wind tunnel
in Aerosol Science and Technology
| Title | Evaporation Kinetics and Final Particle Morphology of Multi-component Salt Solution Droplets |
| Description | In both nature and industry, aerosol droplets contain complex mixtures of solutes which in many cases include multiple inorganic components. Understanding the drying kinetics of these droplets, and the impact on resultant particle morphology, is essential for a variety of applications including improving inhalable drugs, mitigating disease transmission and developing more accurate climate models. However, previous literature has only focused on the relationship between drying kinetics and particle morphology for aerosol droplets containing a single non-volatile component. Here we investigate the drying kinetics of NaCl-(NH4)2SO4, NaCl-NH4NO3 and NaCl-CaCl2 mixed salt aqueous aerosol droplets (25 - 35 µm radius) and the resulting morphology and composition of the dried microparticles. A comparative kinetics electrodynamic balance was used to measure evaporation profiles for each mixed salt aerosol at a range of relative humidities (RH) (0 - 50% RH); measurements of the evaporation kinetics are shown to be consistent with predictions from the 'Single Aerosol Drying Kinetics and Trajectories' model. Populations of the mixed salt droplets were dried in a Falling Droplet Column under different RH conditions and imaged using Scanning Electron Microscopy to observe the impact of the drying kinetics on the morphology. Energy Dispersive Spectroscopy was used in tandem to obtain Atomic Maps and view the impact of drying kinetics on the composition of the resultant particles. It has been shown that the relationship between drying kinetics and dry particle morphology in mixed salt solution droplets is compositionally dependent and determined by the predominant salts that crystallize (i.e. (NH4)2SO4, Na2SO4 or NaCl). The degree of homogeneity in composition throughout the particle microstructure is dependent on drying rate. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2024 |
| Provided To Others? | Yes |
| URL | https://data.bris.ac.uk/data/dataset/1u33ng7oor6h229wt3j4tqsvki/ |
| Title | Supra-particle Formation By Evaporation of Aerosol Droplets Containing Binary Mixtures of Colloidal Particles: Controlling the Final Morphology |
| Description | This paper has been published in the Journal of Colloid and Interface Science Volume 682, 15 March 2025, Pages 251-262 DOI: 10.1016/j.jcis.2024.11.155 Hypothesis Supra-particle formation by evaporation of an aqueous aerosol droplet containing nano-colloidal particles is challenging to investigate but has significant applications. We hypothesise that the Peclet number, Pe, which compares the effectiveness of evaporation-induced advection to that of colloidal diffusion, is critical in determining supra-particle morphology and can be used to predict the dried morphology for droplet containing polydisperse nanoparticles. Experiments Sterically-stabilized diblock copolymer nanoparticles were prepared via polymerization-induced self-assembly (PISA). The systematic study was performed for evaporation rates by levitating an aqueous aerosol droplet and collecting dry supra-particles using electrodynamic balance (EDB) and falling droplet column (FDC), respectively for single-size particles and binary mixtures particles. The supra-particle morphology was characterized using scanning electron microscopy (SEM). Findings We validate the hypothesis of a higher Pe increases the degree of buckling for both unimodal and bimodal nanoparticle size distributions by employing a higher evaporation rate (K) to increase Pe. However, if Pe is increased by lowering the mean diffusion coefficient (Davg) at a fixed K, the degree of buckling is reduced. For the binary mixture of nanoparticles of differing size, this can be achieved by reducing the concentration of smaller nanoparticles relative to that of larger nanoparticles. Hence consideration of Pe alone is insufficient to reliably predict the final supra-particle morphology. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2024 |
| Provided To Others? | Yes |
| URL | https://data.bris.ac.uk/data/dataset/1b6bvu1911tx32kdcflkcgteh7/ |
| Description | Collabortion with Industrial Partners |
| Organisation | Arxada |
| Country | Switzerland |
| Sector | Private |
| PI Contribution | We are collaborating with this partner on the delivery of the EPSRC funded project, giving them access to our pre-competitive research to gain from their expertise in an advisory capacity. |
| Collaborator Contribution | The partner is providing support through membership of our advisory board. |
| Impact | Advice on the direction and progress of the research project. |
| Start Year | 2023 |
| Description | Collabortion with Industrial Partners |
| Organisation | Danone, France |
| Department | Danone, UK |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | We are collaborating with this partner on the delivery of the EPSRC funded project, giving them access to our pre-competitive research to gain from their expertise in an advisory capacity. |
| Collaborator Contribution | The partner is providing support through membership of our advisory board. |
| Impact | Advice on the direction and progress of the research project. |
| Start Year | 2023 |
| Description | Collabortion with Industrial Partners |
| Organisation | Defence Science & Technology Laboratory (DSTL) |
| Country | United Kingdom |
| Sector | Public |
| PI Contribution | We are collaborating with this partner on the delivery of the EPSRC funded project, giving them access to our pre-competitive research to gain from their expertise in an advisory capacity. |
| Collaborator Contribution | The partner is providing support through membership of our advisory board. |
| Impact | Advice on the direction and progress of the research project. |
| Start Year | 2023 |
| Description | Collabortion with Industrial Partners |
| Organisation | Johnson Matthey |
| Department | Johnson Matthey Technology Centre |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | We are collaborating with this partner on the delivery of the EPSRC funded project, giving them access to our pre-competitive research to gain from their expertise in an advisory capacity. |
| Collaborator Contribution | The partner is providing support through membership of our advisory board. |
| Impact | Advice on the direction and progress of the research project. |
| Start Year | 2023 |
| Description | Talk at American Association of Aerosol Research Annual Conference |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | Conference talk on the outcomes of the research so far at the AAAR Conference 2023 |
| Year(s) Of Engagement Activity | 2023 |
| Description | Talk at European Aerosol Conference |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | Conference talk on the outcomes of the research so far at the European Aerosol Conference 2023 |
| Year(s) Of Engagement Activity | 2023 |