Correction for particle Loss in a regulatory aviation nvPM emissions system using measured particle size

Durand, Eliot ORCID: https://orcid.org/0000-0001-7498-1129, Durdina, Lukas, Smallwood, Greg, Johnson, Mark, Spirig, Curdin, Edebeli, Jacinta, Roth, Manuel, Brem, Benjamin, Sevcenco, Yura ORCID: https://orcid.org/0000-0002-6489-9903 and Crayford, Andrew ORCID: https://orcid.org/0000-0002-6921-4141 2023. Correction for particle Loss in a regulatory aviation nvPM emissions system using measured particle size. Journal of Aerosol Science 169 , 106140. 10.1016/j.jaerosci.2023.106140

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Abstract

To reduce the adverse impact of civil aviation on local air quality and human health, a new international standard for non-volatile Particulate Matter (nvPM) number and mass emissions was recently adopted. A system loss correction method, which accounts for the significant size-dependent particle loss, is also detailed to predict nvPM emissions representative of those at engine exit for emissions inventory purposes. As Particle-Size-Distribution (PSD) measurement is currently not prescribed, the existing loss correction method uses the nvPM number and mass measurements along with several assumptions to predict a PSD, resulting in significant uncertainty. Three new system loss correction methodologies using measured PSD were developed and compared with the existing regulatory method using certification-like nvPM data reported by the Swiss and European nvPM reference systems for thirty-two civil turbofan engines representative of the current fleet. Additionally, the PSD statistics of three sizing instruments typically used in these systems (SMPS, DMS500 and EEPS) were compared on a generic aero-engine combustor rig. General agreement between the three new PSD loss correction methods was observed, with both nvPM number- and mass-based system loss correction factors (kSL_num and kSL_mass) within ±10% reported across the engines tested. By comparison, the existing regulatory method was seen to underpredict kSL_num by up to 67% and overpredict kSL_mass by up to 49% when compared with the measured-PSD-based methods, typically driven by low nvPM mass concentrations and small particle size. In terms of the particle sizing instrument inter-comparison, an agreement of ±2 nm for the GMD and ±0.08 for the GSD was observed across a range of particle sizes on the combustor rig. However, it was seen that these differences can result in a 19% bias for kSL_num and 8% for kSL_mass for the measured-PSD-based methods, highlighting the need for further work towards the standardisation of PSD measurement for regulatory purposes.

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Engineering
Publisher:	Elsevier
ISSN:	0021-8502
Date of First Compliant Deposit:	24 January 2023
Date of Acceptance:	19 January 2023
Last Modified:	03 May 2023 17:58
URI:	https://orca.cardiff.ac.uk/id/eprint/156189

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