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◆ Talanta2026-08-11

Development of an analytical procedure for the characterization of the particulate matter emitted by the braking system.

Aleandro Diana, Riccardo Cecire, Matteo Marafante, Paolo Inaudi, Stefano Bertinetti, Simone Balestra, Agusti Sin, Mery Malandrino

原始摘要(英文原文)· Original abstract
Brake wear particulate matter (PM) is a relevant source of non-exhaust emissions, but its inorganic characterization remains analytically challenging because of the heterogeneous composition of friction materials and the low concentrations of several target analytes. In this work, a multitechnique analytical workflow was developed for the characterization of the composition of PM10 generated by WLTP-based brake dynamometer tests. Thirty-two PM10 samples were collected from tribological couples involving low-steel (LS) and non-asbestos organic (NAO) pads combined with grey cast-iron (GCI) or coated discs. A combined acid digestion strategy based on HNO3/H2O2 and HNO3/HF/H3BO3 mixtures was validated using SRM NIST 1648a, determining multi-elemental composition by ICP-OES and ICP-MS. The procedure enabled quantification of 27 elements and improved elemental coverage of the PM10, with recoveries over 75 % for most of the analytes. LS-GCI systems showed the highest PM10 emission factors, whereas NAO-GCI showed the lowest. Fe dominated LS-derived PM10, while Ba, Ti, K, and Zr were more characteristic of NAO-derived samples. Investigation considering Mn-based enrichment factor improved discrimination between rotor- and pad-related contributions. FESEM-EDS confirmed the main compositional trends at the particle scale, and chemometric elaboration (PCA/HCA) enabled clear separation of tribological families according to pad formulation and disc type. The proposed workflow provides a robust analytical basis for the characterization of brake wear PM10 together with the identification of source-related elemental markers in non-exhaust emission studies.
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Development of an analytical procedure for the characterization of the particulate matter emitted by the braking system. — 科研速览 Science Skim