Modelling, Validation and Application of Triboelectrification
Lead Research Organisation:
University of Leeds
Department Name: Chemical and Process Engineering
Abstract
Collisional and sliding contacts of two different materials are commonly associated with electric charge transfer, leading to charge accumulation. This causes an overwhelming number of handling and processing problems and explosion hazards, thereby degrading manufacturing efficiency and causing out of specification products and wastage. Examples are strong adhesion to containing walls and deposition in pipes, impairing flowability and aggravating segregation of components in a mixture, thereby upsetting formulations. It is common to experience highly active drugs filling up a spiral jet mill (thereby upsetting its functioning), components of a formulation preferentially depositing on grounded surfaces, getting concentration spikes of minor components of a formulation, poor powder spreading due to charging in additive manufacturing. In contrast, the phenomenon has been used to good effect in xerography and more recently for Tribo Electric Nano Generators (TENG). Despite being known for millennia, the triboelectrification phenomenon is not well understood and actually not predictable for non-metallic surfaces. The role of environmental humidity and temperature adds to the complexity. Considering its importance in advanced manufacturing of new materials, for which little material is initially available, a timely project with internationally leading-edge participation is proposed to tackle triboelectrification from a molecular level solid-state formation, right up to large scale manufacturing of active pharmaceutical ingredients and polymers. The project has seven industrial partners and six international collaborators from Japan, Brazil, Italy and Canada, contributing to seven work packages, each addressing a topic of scientific as well as industrial interest. The activities range from molecular solid-state level work function calculations by Density Functional Theory, to particle charge transfer characterisation by developing specialised instruments for charge distribution measurement and TENG, to unit operation level, including fast fluidisation and risers, pneumatic conveying and cyclone separation. The work is of strategic interest in manufacturing, ranging from pharmaceuticals, foods and plastics to additive manufacturing. It will have a huge impact on manufacturing sustainability, as the mitigation of triboelectrification issues will have a notable reduction in wastage and environmental footprint, and on the performance and material optimisation for the fast growing new technology of TENG. The proposed programme will tackle six challenges as addressed in the Case for Support.
Organisations
- University of Leeds (Lead Research Organisation)
- University of Leeds (Collaboration)
- Malvern Panalytical (Collaboration)
- University of Calabria (Collaboration)
- University of Ottawa (Collaboration)
- Astrazeneca (Collaboration)
- Abbvie (Project Partner)
- AstraZeneca (Project Partner)
- Fluid Comp Ltd (Project Partner)
- LyondellBasell (Project Partner)
- Malvern Panalytical Ltd (Project Partner)
- Pfizer Global R and D (Project Partner)
- Freemantechnology (Project Partner)
Publications
Goh W
(2025)
DEM simulation of particle attrition in mechanofusion device
in Powder Technology
Goh W
(2024)
Influence of type of aluminium stearate on triboelectrification of dry-coated surfaces of functionalised glass beads
in Frontiers in Chemical Engineering
Jia X
(2024)
3D-measurement of particles and particulate assemblies - A review of the paradigm shift in describing anisotropic particles
in Powder Technology
Khan T
(2024)
The effects of alternating current (AC) electrification on the tribological performance of gear materials with internal combustion engine (ICE) and electric vehicle (EV) transmission lubricants
in Tribology - Materials, Surfaces & Interfaces
Middleton JR
(2024)
Triboelectric Charging Properties of the Functional Groups of Common Pharmaceutical Materials Using Density Functional Theory Calculations.
in Pharmaceutics
| Description | Triboelectrification of Polymer Beads |
| Amount | £60,000 (GBP) |
| Organisation | University of Calabria |
| Sector | Academic/University |
| Country | Italy |
| Start | 05/2024 |
| End | 08/2026 |
| Title | Particle Charge Classifying Chamber |
| Description | Commercially available tools for measuring the charge distribution of powder are almost non-existent. To address this gap, we developed an innovative tool to characterize the charge distribution of powders. In our method, a cyclone is used to induce charge in the powder, which is then introduced into a chamber where an electric field is applied. As the powders fall through the chamber, their trajectories are influenced by the electric field. By analyzing the deposition patterns of the powders, we can back-calculate their initial charge using machine learning algorithms. This novel approach provides a valuable solution for accurately measuring powder charge distribution. |
| Type Of Material | Improvements to research infrastructure |
| Year Produced | 2024 |
| Provided To Others? | No |
| Impact | The development of this innovative tool for characterising the charge distribution of powders has had several significant impacts. Firstly, it addresses a critical gap in the availability of commercial tools for measuring powder charge distribution, providing researchers and industries with a reliable method for this purpose. Secondly, the use of machine learning to back-calculate the initial charge based on deposition patterns enhances the accuracy and efficiency of charge measurement. This advancement has the potential to improve the quality control and performance of powdered materials in various applications, such as pharmaceuticals, coatings, and additive manufacturing. Overall, this tool represents a valuable contribution to the field of particle technology, facilitating more precise and informed research and development efforts. |
| Description | AstraZeneca |
| Organisation | AstraZeneca |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | they have adopted our aerodynamic dispersion method for triboelectrification of active pharmaceutical ingredients, and we are helping them with calibration of their unit. |
| Collaborator Contribution | DVS of SMS for surface analysis of polar and non-polar functional groups |
| Impact | Publications under preparation. |
| Start Year | 2023 |
| Description | Dr Arash Rabbani |
| Organisation | University of Leeds |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | Experimental and simulation data for his use in AI-assisted analysis. |
| Collaborator Contribution | He has used AI-Assisted analysis of charge distribution based on the deposition pattern affected by an externally applied electric field. A breakthrough is characterising charge distribution. |
| Impact | Publications under preparation |
| Start Year | 2024 |
| Description | Malvern Panalytical |
| Organisation | Malvern Panalytical |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | Triboelectrification due to aerodynamic dispersion. |
| Collaborator Contribution | Provision of Morphologi G3. |
| Impact | Publications under preparation. |
| Start Year | 2023 |
| Description | Prof Alberto di Renzo and Prof Francesco di Maio |
| Organisation | University of Calabria |
| Country | Italy |
| Sector | Academic/University |
| PI Contribution | We provided experimental facilities for Maria Giordano to carry out experiments for characterising the triboelectric charging of polymers and functionalized glass beads. A couple of papers will be produced. |
| Collaborator Contribution | Modelling of polarisation of particles in triboelectrification |
| Impact | Publications under preparation. |
| Start Year | 2023 |
| Description | Prof Poupak Mehrani |
| Organisation | University of Ottawa |
| Country | Canada |
| Sector | Academic/University |
| PI Contribution | A systematic study of the role of antistatic agents in mitigating charge accumulation. |
| Collaborator Contribution | Prof Poupak Mehrani provided access to her labs to carry pneumatic conveying experiments in Ottawa. |
| Impact | Publications under preparation. |
| Start Year | 2023 |
| Description | APV Advanced Analytical Methods for Formulation Development, Germany |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Jerry Heng delivered a talk on characterising surface properties of pharmaceutical crystalline Solid |
| Year(s) Of Engagement Activity | 2024 |
| Description | Powder Characterisation Workshop 2024 |
| 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 | Prof Mojtaba Ghadiri delivered talks on: - Sampling and Sample Preparation for Particle Characterisation - Particle Size Analysis - L11: Segregation in Bulk Flow of Powders Prof Jerry Heng delivered a talk on: - Determination of powder surface energy and surface chemistry Dr Simon Connell delivered a talk on: - Adhesion of Powders Dr Wei Pin Goh delivered a talk on: - Mechanical properties of Powders |
| Year(s) Of Engagement Activity | 2024 |
