Preprint / Version 3

Crumple: An Empirical Crush and Force Envelope for the Modern Australian Vehicle Fleet

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DOI:

https://doi.org/10.31224/7697

Keywords:

vehicle crash test, NHTSA, dynamic crush, barrier design, vehicle impact, AS/NZS 1170.1, quantile regression

Abstract

Designers of vehicle barriers face a gap between two regimes. At the low end, AS/NZS 1170.1 prescribes fixed car-park barrier forces whose assumed crumple zones (0.10–0.15 m) have no stated empirical derivation and do not scale with vehicle mass or speed. At the high end, hostile-vehicle-mitigation standards certify specific barrier products at 48–80 km/h but publish no calculation method. In between, for impacts at 30–60 km/h or by vehicles heavier than a passenger car, the designer has no empirically grounded estimate of vehicle crush or average impact force.

This paper offers that basis: an empirical research envelope. From 10,876 crash-test records of the United States National Highway Traffic Safety Administration (NHTSA), a documented quality-control chain yields a modern cohort, model year 2004 on, age-matched to the Australian passenger fleet. The 614 tests with directly derived dynamic crush supply the primary fit, a non-crossing quantile envelope in speed and mass, with average force following from the energy identity F_avg = mv²/(2d), checked independently against barrier load cells. The result is a rigid-barrier crush and force envelope supported over 1,007–3,448 kg and 33–57 km/h, read in both directions: the stiff-vehicle 5th percentile bounds force demand, the soft-vehicle 95th percentile bounds crush. The load cells locate the height at which the force acts. Beyond the tested speeds, external evidence bounds a crush ceiling the data alone cannot locate, keeping the high-speed force treatment conservative. It is offered as a candidate basis for future calibration, not as characteristic design actions.

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Posted

2026-07-25 — Updated on 2026-08-10

Versions

Version justification

Corrigendum. Version 3 corrects a data-acquisition defect in the source crash-test channels. For a large share of tests, the NHTSA static file store returned the same plain-text accelerometer file for every per-curve request of a test (the first curve's record, truncated at a 4,096-byte boundary), while answering each distinct URL with HTTP 200 and a cleanly parseable payload, so the acquisition step did not detect it. 1,069 of 2,279 cached channel files were affected, including 170 of the 614 tests in the fitted cohort behind Versions 1 and 2. Every channel has been re-acquired from the intact per-curve binary payload in the same API response, behind a hash-based acquisition guard, and dynamic crush re-derived for the full corpus; the re-derivation was gated on reproducing tests that were never affected. The primary fit changes: 594 rows in place of 614, the velocity exponent 1.272 to 1.110, and the mass exponent 0.182 to 0.023. Design force at the stiff 5th percentile moves only +0.2 % to +7.6 %, but crush at the soft 95th percentile falls 17 % to 23 %, so crush and stand-off values taken from Versions 1 and 2 were over-generous. No design recommendation inverts. The impact-height (AHOF) results are unaffected: they come from barrier load cells, a separate acquisition route that was checked and found clean. The estimator, the quality-control thresholds and the cohort definition are unchanged, so the data correction is not confounded with a method change. Data availability now points at Zenodo deposit v1.2 (10.5281/zenodo.21879383).