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Evidence / Published numerical reproduction

Zhao et al. 2015 passive quarter-car benchmark

One source-audited passive bump response, aligned to event-relative time and evaluated against predeclared digitization-aware tolerances.

Evidence summary

A computed reproduction with explicit provenance

Computed statusReproduced within digitization-aware tolerance
Benchmark ID
vehiclelab.literature.zhao-2015.case-2.passive
Reference type
Digitized published numerical result
Compared channel
passive published body displacement vs VehicleLab sprung displacement
Product
VehicleLab 0.6.0
Model
vehiclelab.quarter-car.linear-passive v0.2.0
Solver
vehiclelab.rk4.fixed-step v0.1.0
Evidence release
0.4.0
Licence
Creative Commons Attribution License; version not stated in the PDF

Source

Feng Zhao, Mingming Dong, Yechen Qin, Liang Gu, and Jifu Guan, "Adaptive Neural-Sliding Mode Control of Active Suspension System for Camera Stabilization," Shock and Vibration, Volume 2015, Article ID 542364, 8 pages, 2015.

DOI: 10.1155/2015/542364

What is reproduced

Passive Case 2 subsystem

  • Passive, uncontrolled two-degree-of-freedom quarter-car subsystem
  • Isolated road-bump case and published parameter set
  • Published road profile after an exact phase transformation
  • Passive sprung-mass/body displacement
  • Zero initial displacement and velocity, supported by the plotted pre-event baseline

What is not reproduced

Active and physical claims

  • Hydraulic actuator, neural network, sliding-mode controller, or LQR
  • Random-road and sinusoidal-road cases
  • Camera imaging dynamics
  • Physical experiment, production vehicle, certification, or safety correlation

Parameter mapping

Published quantities map directly into the passive model

Published symbolMeaningPublished valueVehicleLab fieldVehicleLab valueMapping note
m_bSprung mass290 kgsprungMass290 kgDirect
m_wUnsprung mass59 kgunsprungMass59 kgDirect
k_sSuspension stiffness16,812 N/msuspensionStiffness16,812 N/mDirect
c_pSuspension damping1,000 N/m/ssuspensionDamping1,000 N·s/mDimensionally equivalent unit notation
k_tTire stiffness190,000 N/mtireStiffness190,000 N/mDirect
Tire dampingAbsentNot represented0 N·s/mEquation (1) models the tire as a spring only
x(0)Initial statePrinted value conflicts with Figure 9initialState[0, 0, 0, 0]Explicit audited assumption; see limitations

Road mapping

The bounded source sine is the same raised cosine in event time

Source Equation (28):

xr2(t)={h2[1+sin(2πvLt)],tltth0,otherwisex_{r2}(t)=\begin{cases}\frac{h}{2}\left[1+\sin\left(\frac{2\pi v}{L}t\right)\right],&t_l\le t\le t_h\\0,&\text{otherwise}\end{cases}

The source values are h = 0.05 m, L = 2.5 m, and v = 18 km/h = 5 m/s, giving T_b = L/v = 0.5 s. Figure 4 and the phase identify the source onset as 0.375 s:

τ=t0.375 s,sin ⁣(4π(τ+0.375))=cos(4πτ)\tau=t-0.375\ \mathrm{s},\qquad \sin\!\left(4\pi(\tau+0.375)\right)=-\cos(4\pi\tau)

VehicleLab evaluates the equivalent event-relative form:

zr(τ)={h2[1cos(2πτTb)],0τTb0,otherwisez_r(\tau)=\begin{cases}\frac{h}{2}\left[1-\cos\left(\frac{2\pi\tau}{T_b}\right)\right],&0\le\tau\le T_b\\0,&\text{otherwise}\end{cases}
VehicleLab event start
0.5 s
Alignment
τ = time − bump onset
Sign
Identity; upward-positive displacement
Units
Seconds and metres

Main evidence plot

Published path, production RK4, and independent reference

Published passive response against VehicleLab reproduction

The published Figure 9 vector path and both numerical implementations are aligned once to bump-relative time. Metrics use all 5,003 source points before browser plot downsampling.

  • Digitized published Passive curve (dotted)
  • VehicleLab production RK4 (solid)
  • Independent fine-step reference (dashed)

Acceptance uses all 5,003 independently extracted source points. The browser chart contains a deterministic reduced payload only after metrics are calculated.

Quantitative results

Amplitude, timing, and shape are evaluated separately

MetricComputed valueAcceptance
Maximum absolute error1.905e-4 m≤ 7.000e-4 m
RMS error3.401e-5 mReported
Normalized RMS error3.639e-4≤ 0.01
Published peak amplitude0.060782 mReference
VehicleLab peak amplitude0.060806 mCompared
Peak-amplitude absolute error2.315e-5 mReported
Peak-amplitude relative error3.808e-4≤ 0.01
Peak-time error0.0020969 s≤ 0.02 s
Correlation coefficient0.9999979Supplemental only
Estimated vertical digitization uncertainty±0.00035 mDeclared before evaluation
Independent-reference maximum difference2.866e-9 m≤ 5.000e-6 m
Computed statusReproduced within digitization-aware tolerance

Reproduction procedure

From publication to computed evidence

  1. Transcribe the source parameters and distinguish passive from active quantities.
  2. Map Equation (28) to the mathematically equivalent event-relative raised cosine.
  3. Extract the Figure 9 Passive PDF vector path independently of VehicleLab.
  4. Execute the real VehicleLab production fixed-step RK4 path.
  5. Align both responses once relative to bump onset.
  6. Interpolate the full-resolution VehicleLab response at the published path times.
  7. Calculate maximum, RMS, normalized RMS, peak-amplitude, peak-time, and shape metrics.
  8. Evaluate every predeclared acceptance criterion to compute the public status.
  9. Generate a fine-step explicit-midpoint reference from independently constructed state-space matrices.

Limitations

This is one published numerical reproduction, not physical correlation.

  • Raw author data were unavailable; the published vector curve was digitized.
  • Plot line thickness and source reporting limit achievable precision.
  • The paper prints an initial state that conflicts with Figure 9's zero pre-bump baseline; the zero-state assumption and evidence are documented in the source audit.
  • One benchmark does not validate all vehicles, road inputs, parameters, or intended applications.
  • The source itself may contain modelling or reporting limitations.
  • No measured physical data, production-vehicle correlation, or safety claim is made.

Reproduce locally

Open the exact benchmark in the editable Studio

290 kg sprung mass; 59 kg unsprung mass; 16,812 N/m suspension stiffness; 1,000 N·s/m damping; 190,000 N/m tire stiffness; 0.05 m by 0.5 s raised-cosine bump; zero state; 5.125 s at a 0.001 s RK4 step.

VehicleLab places the bump at 0.5 s. Published and simulated responses are compared in event-relative time, so absolute clock placement is not treated as a physical model parameter.

Model vehiclelab.quarter-car.linear-passive v0.2.0 · Solver vehiclelab.rk4.fixed-step v0.1.0