Risk-managed safety screening via stability-constrained reachability tubes for vehicle handling

Near-limit emergency maneuvers are dominated by nonlinear tire saturation and stability constraints, calling for a short-horizon handling envelope that can be queried online. We formulate a stability-constrained finite-time reachability tube for a planar single-track vehicle with Magic-Formula tires. For a discretized primitive library and an environment channel [Formula: see text], where μ denotes tire-road friction, s road grade, and w a crosswind surrogate, the tube [Formula: see text] aggregates all states that remain dynamically admissible and reachable for [Formula: see text]. We prove compactness and, under a local robustness-of-admissibility condition, a Hausdorff-continuity result, and derive sampling-complexity scaling with time resolution, geometric tolerance, and environment dimension. Offline, we construct tube slices using analytic stability screening and nonconvex α-shape reconstruction in a normalized feature space, enabling fast membership queries for online feasibility screening. The main high-fidelity benchmark is carried out on the nominal flat-road/no-wind slice [Formula: see text] with friction-only variation; the Supplementary Information extends the study to fixed grade-only, wind-only, and combined off-nominal slices, and includes a stratified CarSim spot-check on the separated grade-only and wind-only cases. On an extreme-scenario benchmark, the tube screen provides a conservative triage gate and deployment-oriented diagnostics, including conflict-time statistics, risk-coverage frontiers, baseline comparisons, and guard-band sensitivity. The approach bridges reachability analysis and reliability-facing safety screening for near-limit vehicle operation.

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Publication Details

Journal
Scientific Reports
Published
2026-05-18
DOI
https://doi.org/10.1038/s41598-026-51896-y
Primary Topic
Safety Systems Engineering in Autonomy
Type
article
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article

Risk-managed safety screening via stability-constrained reachability tubes for vehicle handling

Yier Lin, Jianzheng Liu, Jinzhe Yang, Kai Tian et al.
Scientific Reports
Safety Systems Engineering in Autonomy
article

Risk-managed safety screening via stability-constrained reachability tubes for vehicle handling

Yier Lin, Jianzheng Liu, Jinzhe Yang, Kai Tian, Junxia Zhang
article en

Abstract

Near-limit emergency maneuvers are dominated by nonlinear tire saturation and stability constraints, calling for a short-horizon handling envelope that can be queried online. We formulate a stability-constrained finite-time reachability tube for a planar single-track vehicle with Magic-Formula tires. For a discretized primitive library and an environment channel [Formula: see text], where μ denotes tire-road friction, s road grade, and w a crosswind surrogate, the tube [Formula: see text] aggregates all states that remain dynamically admissible and reachable for [Formula: see text]. We prove compactness and, under a local robustness-of-admissibility condition, a Hausdorff-continuity result, and derive sampling-complexity scaling with time resolution, geometric tolerance, and environment dimension. Offline, we construct tube slices using analytic stability screening and nonconvex α-shape reconstruction in a normalized feature space, enabling fast membership queries for online feasibility screening. The main high-fidelity benchmark is carried out on the nominal flat-road/no-wind slice [Formula: see text] with friction-only variation; the Supplementary Information extends the study to fixed grade-only, wind-only, and combined off-nominal slices, and includes a stratified CarSim spot-check on the separated grade-only and wind-only cases. On an extreme-scenario benchmark, the tube screen provides a conservative triage gate and deployment-oriented diagnostics, including conflict-time statistics, risk-coverage frontiers, baseline comparisons, and guard-band sensitivity. The approach bridges reachability analysis and reliability-facing safety screening for near-limit vehicle operation.

Scientific Reports
Tianjin University of Science and Technology (CN), Tianjin Special Equipment Supervision and Inspection Technology Research Institute (CN)
Climate action
Openalex Percentile: Top 6%
Safety Systems Engineering in Autonomy
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