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Global NCAP Injury Scorecards and Vehicle Rating Calculations

30 Chapters
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01
Global NCAP overview
mission, history, and the role of injury scorecards in vehicle safety assessment.
NCAPscorecards
02
Injury scorecard fundamentals
body regions, injury metrics, and the AIS scale in NCAP context.
scorecardAIS
03
Crash test configurations
frontal offset, side impact, and pole tests used in Global NCAP protocols.
configurationsNCAP
04
Data acquisition
crash test dummies, sensors, and accelerometer data for injury assessment.
acquisitionaccelerometer
05
Injury criteria
HIC, chest deflection, femur forces, and other biomechanical limits.
criteriaHIC
06
Scorecard structure
how injury scores are assigned per body region and test type.
Scorecardstructure
07
From injury metrics to scores
normalization, capping, and point allocation methods.
normalizationallocation
08
Child occupant protection
Q-dummy metrics and scoring in Global NCAP.
occupantprotection
09
Pedestrian protection
head and leg impact scoring and its integration into ratings.
Pedestrianprotection
10
Safety assist technologies
scoring for ESC, seatbelt reminders, and AEB in Global NCAP.
technologiesESC
11
Vehicle rating calculation
weighting factors and aggregation of scores across tests.
calculationweighting
12
Star rating derivation
thresholds, cutoffs, and overall rating logic.
derivationthresholds
13
Case study
frontal offset test scorecard calculation for a passenger car.
scorecardcalculation
14
Case study
side impact test scorecard and rating contribution.
scorecardcontribution
15
Case study
pedestrian protection scorecard and its effect on overall stars.
pedestrianprotection
16
Case study
child occupant scorecard and rating impact.
occupantscorecard
17
Case study
safety assist scoring and its role in the final rating.
18
Handling missing data
imputation and penalty rules in scorecard calculations.
Handlingimputation
19
Scorecard validation
consistency checks and cross-test verification.
Scorecardvalidation
20
Sensitivity analysis
how changes in injury metrics affect star ratings.
Sensitivityanalysis
21
Comparative analysis
Global NCAP vs. Euro NCAP and other regional protocols.
Comparativeanalysis
22
Vehicle design implications
interpreting scorecards for structural and restraint improvements.
implicationsinterpreting
23
Regulatory landscape
how Global NCAP ratings influence safety regulations.
Regulatorylandscape
24
Data visualization
creating effective scorecards and rating reports.
visualizationcreating
25
Software tools
implementing scorecard calculations in Python or Excel.
Softwareimplementing
26
Practical exercise
calculate injury scores from raw dummy data for a frontal test.
exercisecalculate
27
Practical exercise
compute overall rating from a full set of test scores.
exercise
28
Practical exercise
analyze a real Global NCAP scorecard and identify improvement areas.
exerciseNCAP
29
Future trends
evolving injury criteria and scorecard updates in Global NCAP.
evolvingcriteria
30
Capstone project
end-to-end rating calculation for a vehicle model using Global NCAP methodology.
Capstoneend-to-end