Postgraduate DiplomaMotorcycles & 2-Wheelers Applications open

Postgraduate Diploma in Grip and Wear Modelling for 2R

800-hour online Postgraduate Diploma in Grip and Wear Modelling for 2R. 8 modules covering UN R75, ISO 4649 and MF-Tyre/MF-Swift. Assigned tutor and open enrolment.

Duration800 h
ModeOnline
LanguageEnglish
Start datesSet by the faculty
AwardSEIUM Institute diploma
Virtual lab · try it before you enrol

Take the controls.

Run a real engineering trade-off from this field. Move the sliders, watch the model react in real time and beat the challenge.

SIM · LIVE ●
Learning outcomes

What you will be able to do

01

Explain the physical mechanisms of friction between rubber and road surface.

02

Model contact forces using brush models and the Magic Formula.

03

Estimate available grip in real time using observers.

04

Analyse the wear mechanisms of the tread.

05

Predict tyre service life using dissipated energy models.

06

Plan grip and wear tests and correlate them with real-world use.

07

Propose tyre solutions that balance safety and durability.

Profile

Who it's for

  • Tyre engineer looking to specialise in Grip and Wear Modelling for 2R.
  • Vehicle dynamics engineer looking to specialise in Grip and Wear Modelling for 2R.
  • Contact modelling specialist looking to specialise in Grip and Wear Modelling for 2R.
  • Grip testing engineer looking to specialise in Grip and Wear Modelling for 2R.
  • Fleet data analyst looking to specialise in Grip and Wear Modelling for 2R.
  • Traction control systems engineer looking to specialise in Grip and Wear Modelling for 2R.
  • Graduates in engineering or science looking to enter tyre manufacturing.
Standards & tools

What you'll work with

  • UN R75
  • ISO 4649
  • ASTM E303
  • ISO 13473-1
  • ETRTO Standards Manual
  • ISO 4249-2
  • ASTM E1911
Syllabus

8 modules · 800 h

  1. 1.1Adhesion and hysteresis in contact
  2. 1.2Macrotexture and microtexture scales
  3. 1.3Real contact area and Persson's theory
  4. 1.4Influence of sliding speed
  5. 1.5Effect of water and lubricating film
  6. 1.6Contaminants, dust and road paint
  7. 1.7Static versus dynamic friction
  8. 1.8Reference surfaces for testing
  9. 1.9Roughness of track and road surfaces
  10. 1.10Practice: texture measurement with a laser profilometer
  1. 2.1Brush model and pressure distribution
  2. 2.2Magic Formula for forces and moments
  3. 2.3Lateral force from slip angle and camber
  4. 2.4Combined longitudinal-lateral interaction
  5. 2.5Self-aligning and overturning moment
  6. 2.6Dependence on vertical load
  7. 2.7TMeasy models and simplified alternatives
  8. 2.8Coefficient identification using optimisation
  9. 2.9Tyre models for motorcycles at extreme lean
  10. 2.10Workshop: fitting a Magic Formula curve
  1. 3.1Wheel force observers
  2. 3.2Extended and unscented Kalman filters
  3. 3.3Estimation of the maximum available friction coefficient
  4. 3.4Use of IMU and wheel speed
  5. 3.5Detection of low-grip surfaces
  6. 3.6Fusion with GNSS data
  7. 3.7Robustness to noise and saturation
  8. 3.8Application to traction control
  9. 3.9Grip estimation on banked curves
  10. 3.10Laboratory: μ observer with real data
  1. 4.1Abrasive, fatigue and adhesive wear
  2. 4.2Archard's law and rubber adaptations
  3. 4.3Friction energy as a predictor
  4. 4.4Irregular and stepped wear
  5. 4.5Formation of graining and blistering
  6. 4.6Influence of camber and engine use
  7. 4.7Laboratory abrasion testing
  8. 4.8Tread depth and profile measurement
  9. 4.9Lateral sliding wear in cornering
  10. 4.10Case study: wear map of a rear tyre
  1. 5.1Urban and sporty riding cycles
  2. 5.2Accumulation of dissipated energy per lap
  3. 5.3Finite element wear models
  4. 5.4Profile change and effect on dynamics
  5. 5.5Prediction of service life in kilometres
  6. 5.6Influence of pressure and load
  7. 5.7Model calibration with fleets
  8. 5.8Prediction uncertainty
  9. 5.9Wear on e-scooters and e-bikes
  10. 5.10Practice: service life prediction with Python
  1. 6.1Roller rigs and flat-track test rigs
  2. 6.2Friction measurement trailers
  3. 6.3British pendulum and surface measurement
  4. 6.4Wet braking tests
  5. 6.5Cornering tests at the limit of grip
  6. 6.6Wear measurement on a test fleet
  7. 6.7Experimental design and statistical analysis
  8. 6.8Correlation between laboratory and road
  9. 6.9Grip tests on cobblestones and road markings
  10. 6.10Workshop: wet grip test plan
  1. 7.1Tyre selection for type approval
  2. 7.2Trade-off between grip and durability
  3. 7.3Tyre management in delivery fleets
  4. 7.4Sustainability and particle emissions
  5. 7.5User information and labelling
  6. 7.6Effect of road surface condition on accidents
  7. 7.7Predictive maintenance based on wear
  8. 7.8Integration with electronic controls
  9. 7.9All-weather and mixed-use tyres
  10. 7.10Case study: tyre for an urban fleet scooter
  1. 8.1Definition of use and vehicle
  2. 8.2Database of available tests
  3. 8.3Identified grip model
  4. 8.4Dissipated energy wear model
  5. 8.5Simulation of usage scenarios
  6. 8.6Parameter sensitivity analysis
  7. 8.7Design and usage recommendations
  8. 8.8Validation against measurements
  9. 8.9Report and presentation
  10. 8.10Final review with the tutor
Methodology, software & labs

How you'll learn

100 % online training on the SEIUM campus, with downloadable material, recorded classes and an assigned technical tutor. There are no fixed timetables: students progress at their own pace within the intake, which makes it easy to combine with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is MF-Tyre/MF-Swift, FTire, MATLAB/Simulink, Python (NumPy, SciPy), Abaqus, in free, academic or evaluation versions. Tests are studied using real friction measurement procedures with the British pendulum on different road surfaces, compound abrasion testing on a rotating drum, and wear monitoring on a test fleet. Assessment is continuous across each module, plus the final integrating project.

Accredited laboratories(EN ISO/IEC 17025) with a rotor rig, EMC/Lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-based final project:safety case, test plan, compliance dossier and operating limits.
Industry mentoring:lecturers with a track record in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:a safety-by-design approach, with cyber-OT, DIH and compliance as its pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Definition of use and vehicle

Explain the physical mechanisms of friction between rubber and road surface.

Database of available tests

Model contact forces using brush models and the Magic Formula.

Identified grip model

Estimate available grip in real time using observers.

Dissipated energy wear model

Analyse the wear mechanisms of the tread.

Simulation of usage scenarios

Predict tyre service life using dissipated energy models.

Career opportunities

Where this takes you

Tyre engineerVehicle dynamics engineerContact modelling specialistGrip testing engineerFleet data analystTraction control systems engineer
Admissions & scholarships

Requirements

  • Prior technical training or professional experience in the sector. A university degree is not required.
  • Internet connection and a computer capable of running the programme's software.
  • A level of Spanish sufficient to follow technical standards reading.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme totals 800 hours, spread over 6 to 8 months. That is an average of 10 to 15 hours per week, compatible with a full-time job.

The programme uses MF-Tyre/MF-Swift, FTire, MATLAB/Simulink, Python (NumPy, SciPy), Abaqus. Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.

A SEIUM own diploma, awarded on passing the continuous assessment and the integrating project. It is in-house training, not an official qualification from the Ministry.

Yes. Modules passed in a course or diploma in the same area are recognised in the advanced programme. Check the recognition policy when you enrol.

Postgraduate Diploma in Grip and Wear Modelling for 2REnrol
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