Postgraduate DiplomaMotorcycles & 2-Wheelers Applications open

Postgraduate Diploma in TC/LC Based on IMU and Predictive Models

Online 800-hour Postgraduate Diploma in TC/LC Based on IMU and Predictive Models. 8 modules covering ISO 26262-12:2018, ISO 21448 and MATLAB/Simulink. Assigned tutor and open enrolment.

Duration800 h
ModeOnline
LanguageEnglish
Start datesSet by the faculty
AwardSEIUM Institute diploma

Postgraduate Diploma in TC/LC Based on IMU and Predictive Models — studying from South Africa

Two-wheeler transport is significant in South Africa, both for commuting and for delivery services, and the motorcycle and scooter market has grown steadily. Local assembly and distribution of motorcycles and scooters are supported by importers and manufacturers, and the sector interacts with road safety regulation and licensing. Engineers working on two-wheelers focus on chassis design, braking systems, emissions and rider safety. Growing interest in electric scooters and light mobility is also shaping demand.

Fees for South Africa: R 20 400 (South African rand), with instalments and employer sponsorship available.

Relevant bodies in South Africa

  • National Association of Automobile Manufacturers of South Africa (NAAMSA)
  • South African Bureau of Standards (SABS)
  • Road Traffic Management Corporation (RTMC)

Typical roles

  • Motorcycle Design Engineer
  • Chassis Engineer
  • Vehicle Safety Engineer
  • Light Mobility Engineer

Questions from South Africa

Will a SEIUM qualification be recognised by the professional bodies in South Africa for this area?

SEIUM qualifications are private and not accredited by any South African body, so they are not official state degrees. Professional engineering registration runs through ECSA, and motorcycle-related standards and testing involve bodies such as the SABS. Whether a SEIUM qualification is recognised is for employers or the relevant body to decide, so check before enrolling.

How might this qualification be used by employers in South Africa in the two-wheeler sector?

Motorcycle manufacturers, importers, dealers and component suppliers may value engineering depth in vehicle dynamics, powertrains or design. A private qualification can add to your profile, but it does not carry official status, so its impact depends on employer preference and your existing experience. Speak to potential employers to understand their view.

Can I study this programme alongside full-time work from South Africa, and is there a time zone or language issue?

The programme is fully online and taught in English, so you can study from South Africa without a student visa. Master's programmes require 1,900 hours, postgraduate diplomas 800 hours and specialist courses 300 hours, with an assigned technical tutor. Fees can be paid in instalments and employer sponsorship is possible. Ask SEIUM about time-zone expectations and weekly workload before enrolling.

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

Select and calibrate inertial sensors for motorcycles.

02

Estimate the vehicle state through sensor fusion.

03

Design traction controllers based on slip and lean angle.

04

Develop launch control and anti-wheelie strategies.

05

Apply model-based predictive control.

06

Calibrate and validate systems on track.

07

Integrate functional safety requirements.

Profile

Who it's for

  • Control engineer wishing to specialise in TC/LC based on IMU and Predictive Models.
  • Racing electronics engineer wishing to specialise in TC/LC based on IMU and Predictive Models.
  • Calibration engineer wishing to specialise in TC/LC based on IMU and Predictive Models.
  • Motorcycle dynamics engineer wishing to specialise in TC/LC based on IMU and Predictive Models.
  • Embedded software engineer wishing to specialise in TC/LC based on IMU and Predictive Models.
  • Functional safety engineer wishing to specialise in TC/LC based on IMU and Predictive Models.
  • Graduates in engineering or sciences seeking to enter motorcycle racing.
Standards & tools

What you'll work with

  • ISO 26262-12:2018
  • ISO 21448
  • Reglamento Delegado (UE) n.º 3/2014
  • ASAM MCD-1 XCP
  • ASAM MDF
  • IEEE 1554
  • FIM Grand Prix Technical Regulations
Syllabus

8 modules · 800 h

  1. 1.1MEMS accelerometers and gyroscopes
  2. 1.2Six-axis IMU
  3. 1.3Bias and drift errors
  4. 1.4IMU calibration
  5. 1.5Mounting and vibration
  6. 1.6Signal filtering
  7. 1.7Sampling frequency
  8. 1.8Fusion with wheel speed
  9. 1.9Sensor selection
  10. 1.10Workshop: IMU bias characterisation
  1. 2.1Lean angle
  2. 2.2Pitch angle
  3. 2.3Actual longitudinal speed
  4. 2.4Rear wheel slip
  5. 2.5Sensor fusion of IMU and wheels
  6. 2.6Extended Kalman filter
  7. 2.7Low-latency complementary filters
  8. 2.8Robustness in extreme riding
  9. 2.9Validation with GNSS-RTK
  10. 2.10Practical: lean angle estimator with a complementary filter
  1. 3.1Slip target
  2. 3.2Torque reduction via ignition and throttle
  3. 3.3Ride-by-wire control
  4. 3.4Intervention levels
  5. 3.5Dependence on lean angle
  6. 3.6Slide control
  7. 3.7Wet-weather management
  8. 3.8Control on electric motorcycles
  9. 3.9Rider experience
  10. 3.10Laboratory: PI slip controller in Simulink
  1. 4.1Launch control at the start
  2. 4.2Initial torque limitation
  3. 4.3Wheelie detection
  4. 4.4Pitch control
  5. 4.5Combined traction and pitch strategies
  6. 4.6Clutch management
  7. 4.7Racing use
  8. 4.8Road motorcycle use
  9. 4.9Rider-specific adjustments
  10. 4.10Case study: start strategy for a circuit
  1. 5.1Model predictive control
  2. 5.2Vehicle models for MPC
  3. 5.3Torque and slip constraints
  4. 5.4Prediction horizons
  5. 5.5Machine learning in control
  6. 5.6Grip prediction
  7. 5.7Real-time embedded implementation
  8. 5.8Computational cost on microcontrollers
  9. 5.9Controller validation
  10. 5.10Practical: slip MPC with a reduced model
  1. 6.1Calibration tools
  2. 6.2Track testing
  3. 6.3Low-grip surface testing
  4. 6.4Reference instrumentation
  5. 6.5Data analysis
  6. 6.6Rider assessment
  7. 6.7Level adjustment
  8. 6.8Repeatability of interventions
  9. 6.9Safety in testing
  10. 6.10Case study: intervention analysis at corner exit
  1. 7.1Hazard analysis
  2. 7.2MSIL classification of functions
  3. 7.3Safety requirements
  4. 7.4Software architecture
  5. 7.5Sensor fault management
  6. 7.6HIL bench validation
  7. 7.7Calibration cybersecurity
  8. 7.8Function homologation
  9. 7.9Homologation documentation
  10. 7.10Workshop: IMU failure analysis
  1. 8.1Vehicle definition
  2. 8.2State estimation
  3. 8.3Traction control design
  4. 8.4Launch control design
  5. 8.5Grip predictive model
  6. 8.6Calibration plan
  7. 8.7Safety analysis
  8. 8.8Simulation results
  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 possible to combine the programme with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is MATLAB/Simulink, BikeSim, ETAS INCA, MoTeC i2 Pro, dSPACE SCALEXIO, in free, academic or evaluation versions. Tests are studied using real traction control test procedures on low-grip surfaces, GNSS-RTK instrumented runs, and hardware-in-the-loop validation of the controller. Assessment is continuous by module, plus the final integrating project.

Accredited laboratories(EN ISO/IEC 17025) with a rotor test bench, EMC/Lightning pre-compliance, HIL/SIL and vibration/acoustics.
Evidence-oriented Master's Thesis:safety case, test plan, compliance dossier and operational 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 ciber-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.

Vehicle Definition

Select and calibrate inertial sensors for motorcycles.

State Estimation

Estimate the vehicle state through sensor fusion.

Traction Control Design

Design traction controllers based on slip and lean angle.

Launch Control Design

Develop launch control and anti-wheelie strategies.

Grip Predictive Model

Apply model-based predictive control.

Career opportunities

Where this takes you

Control EngineerRacing Electronics EngineerCalibration EngineerMotorcycle Dynamics EngineerEmbedded Software EngineerFunctional Safety Engineer
Admissions & scholarships

Requirements

  • Prior technical training or professional experience in the sector. No university degree is required.
  • Internet connection and a computer capable of running the programme's software.
  • Spanish level sufficient to follow the reading of technical regulations.

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 between 10 and 15 hours per week on average, compatible with full-time work.

You will work with MATLAB/Simulink, BikeSim, ETAS INCA, MoTeC i2 Pro and dSPACE SCALEXIO. Free, academic or evaluation versions are used, and the tutor will indicate the free alternative where one exists.

An SEIUM Diploma upon 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 postgraduate diploma in the same area can be credited towards the advanced programme. Check the recognition policy when you enrol.

Postgraduate Diploma in TC/LC Based on IMU and Predictive ModelsEnrol
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