Under the Hood
Self-paced engineering lessons across five tracks. Each lesson includes technical diagrams, a quiz, and (where relevant) an interactive calculator.
Click a track below to expand its lesson list.
EV Battery & BMS Academy20 lessonsHigh-voltage battery systems and the Battery Management System (BMS), from cell chemistry to production development.
- BMS-01 — EV Battery Fundamentals and Why a BMS Is Non-NegotiableLevel: LEVEL 1–2 · 25 min reading
- BMS-02 — BMS ArchitectureLevel: LEVEL 2 · 20 min reading
- BMS-03 — Cell Voltage MeasurementLevel: LEVEL 2 · 18 min reading
- BMS-04 — Temperature MeasurementLevel: LEVEL 2 · 15 min reading
- BMS-05 — Current MeasurementLevel: LEVEL 2 · 18 min reading
- BMS-06 — High Voltage Contactors and the Pre-charge SystemLevel: LEVEL 2 · 18 min reading
- BMS-07 — Battery Electrical ArchitectureLevel: LEVEL 2 · 16 min reading
- BMS-08 — SOC EstimationLevel: LEVEL 3 · 22 min reading
- BMS-09 — SOH EstimationLevel: LEVEL 3 · 20 min reading
- BMS-10 — SOP EstimationLevel: LEVEL 3 · 18 min reading
- BMS-11 — Cell BalancingLevel: LEVEL 3 · 18 min reading
- BMS-12 — Battery Thermal ManagementLevel: LEVEL 2 · 20 min reading
- BMS-13 — Fault ManagementLevel: LEVEL 3 · 24 min reading
- BMS-14 — BMS State MachineLevel: LEVEL 3 · 18 min reading
- BMS-15 — CAN / CAN FD / UDS / DiagnosticsLevel: LEVEL 3 · 18 min reading
- BMS-16 — BMS Software ArchitectureLevel: LEVEL 3 · 18 min reading
- BMS-17 — Functional Safety (ISO 26262)Level: LEVEL 3 · 22 min reading
- BMS-18 — CybersecurityLevel: LEVEL 3 · 16 min reading
- BMS-19 — BMS Validation / SIL / HILLevel: LEVEL 3 · 22 min reading
- BMS-20 — Production BMS DevelopmentLevel: LEVEL 3 · 20 min reading
Electric Vehicle Academy50 lessonsThe whole electric vehicle: architecture, motors, inverters, charging, thermal management, safety, and more.
- EV-01 — What Is an Electric Vehicle?Level: Beginner–Advanced · 30 min reading
- EV-02 — Electric Vehicle ArchitectureLevel: Beginner–Advanced · 28 min reading
- EV-03 — EV ComponentsLevel: Beginner–Intermediate · 34 min reading
- EV-04 — EV vs ICELevel: Beginner–Intermediate · 30 min reading
- EV-05 — Electric MotorsLevel: Intermediate–Advanced · 32 min reading
- EV-06 — Inverter / Power ElectronicsLevel: Intermediate–Advanced · 32 min reading
- EV-07 — Electric Drive Control (FOC)Level: Advanced · 30 min reading
- EV-08 — Regenerative BrakingLevel: Beginner–Advanced · 28 min reading
- EV-09 — EV Transmission / DrivelineLevel: Intermediate–Advanced · 26 min reading
- EV-10 — BatteryLevel: Beginner–Intermediate · 34 min reading
- EV-11 — Introduction to BMSLevel: Beginner–Intermediate · 28 min reading
- EV-12 — HV Electrical SystemLevel: Intermediate–Advanced · 28 min reading
- EV-13 — ChargingLevel: Beginner–Advanced · 30 min reading
- EV-14 — Thermal ManagementLevel: Intermediate–Advanced · 28 min reading
- EV-15 — Vehicle Control ArchitectureLevel: Intermediate–Advanced · 26 min reading
- EV-16 — Software / Control UnitsLevel: Intermediate–Advanced · 28 min reading
- EV-17 — 12V / 48V / HVLevel: Intermediate · 26 min reading
- EV-18 — EV Thermal ComfortLevel: Beginner–Intermediate · 26 min reading
- EV-19 — Vehicle DynamicsLevel: Intermediate–Advanced · 28 min reading
- EV-20 — EV EfficiencyLevel: Beginner–Intermediate · 26 min reading
- EV-21 — RangeLevel: Beginner–Intermediate · 24 min reading
- EV-22 — Vehicle Platform DesignLevel: Intermediate–Advanced · 26 min reading
- EV-23 — Architecture Design MethodsLevel: Advanced · 28 min reading
- EV-24 — Vehicle ConfigurationsLevel: Intermediate–Advanced · 24 min reading
- EV-25 — Commercial EVsLevel: Beginner–Advanced · 26 min reading
- EV-26 — Electric BusesLevel: Intermediate–Advanced · 30 min reading
- EV-27 — Electric TrucksLevel: Intermediate–Advanced · 30 min reading
- EV-28 — Scooters / E-bikes / MotorcyclesLevel: Beginner–Intermediate · 28 min reading
- EV-29 — Real Vehicle ExamplesLevel: Beginner–Advanced · 26 min reading
- EV-30 — EV Buying GuideLevel: Beginner · 26 min reading
- EV-31 — Second-hand EVLevel: Beginner–Intermediate · 28 min reading
- EV-32 — EV MaintenanceLevel: Beginner–Intermediate · 24 min reading
- EV-33 — Failures / DiagnosticsLevel: Intermediate–Advanced · 24 min reading
- EV-34 — Functional SafetyLevel: Advanced · 24 min reading
- EV-35 — CybersecurityLevel: Advanced · 24 min reading
- EV-36 — Homologation / RegulationsLevel: Intermediate–Advanced · 24 min reading
- EV-37 — Charging StandardsLevel: Intermediate–Advanced · 24 min reading
- EV-38 — EV ManufacturingLevel: Intermediate–Advanced · 22 min reading
- EV-39 — Service / RepairLevel: Intermediate–Advanced · 26 min reading
- EV-40 — Economics / TCOLevel: Beginner–Intermediate · 26 min reading
- EV-41 — Battery DegradationLevel: Intermediate–Advanced · 26 min reading
- EV-42 — Noise / NVHLevel: Intermediate–Advanced · 24 min reading
- EV-43 — AerodynamicsLevel: Intermediate · 24 min reading
- EV-44 — Tires / WheelsLevel: Intermediate · 24 min reading
- EV-45 — Crash SafetyLevel: Intermediate–Advanced · 26 min reading
- EV-46 — Thermal RunawayLevel: Intermediate–Advanced · 26 min reading
- EV-47 — Future TechnologiesLevel: Intermediate–Advanced · 26 min reading
- EV-48 — Vehicle-to-GridLevel: Intermediate–Advanced · 26 min reading
- EV-49 — EV Data / TelematicsLevel: Intermediate–Advanced · 26 min reading
- EV-50 — Case StudiesLevel: Intermediate–Advanced · 28 min reading
Electric Motor Academy30 lessonsTraction motors in depth: electromagnetics, motor types (PMSM, induction, SRM, SynRM), field-oriented control, thermal/mechanical design, and real-vehicle case studies.
- MOTOR-01 — What Is an Electric Motor?Level: Beginner–Advanced · 30 min reading
- MOTOR-02 — Voltage, Current, Magnetic Field and FluxLevel: Beginner–Intermediate · 30 min reading
- MOTOR-03 — Torque, Speed, Power and EfficiencyLevel: Beginner–Intermediate · 30 min reading
- MOTOR-04 — Back EMF, Inductance and ResistanceLevel: Intermediate · 30 min reading
- MOTOR-05 — Stator, Rotor and WindingsLevel: Intermediate · 30 min reading
- MOTOR-06 — Permanent Magnets and DemagnetizationLevel: Intermediate–Advanced · 30 min reading
- MOTOR-07 — Shaft, Bearings, Housing and Cooling JacketLevel: Intermediate · 30 min reading
- MOTOR-08 — Position Sensors: Resolver and EncoderLevel: Intermediate · 30 min reading
- MOTOR-09 — DC MotorsLevel: Beginner–Intermediate · 25 min reading
- MOTOR-10 — BLDC MotorsLevel: Beginner–Intermediate · 25 min reading
- MOTOR-11 — PMSM, SPMSM, and IPMSMLevel: Intermediate–Advanced · 30 min reading
- MOTOR-12 — Asynchronous (Induction) MotorsLevel: Intermediate · 30 min reading
- MOTOR-13 — Switched Reluctance Motors (SRM)Level: Intermediate–Advanced · 25 min reading
- MOTOR-14 — Synchronous Reluctance Motors (SynRM & PM-a-SynRM)Level: Intermediate–Advanced · 30 min reading
- MOTOR-15 — Radial vs. Axial Flux MachinesLevel: Intermediate–Advanced · 30 min reading
- MOTOR-16 — Clarke and Park TransformsLevel: Intermediate–Advanced · 30 min reading
- MOTOR-17 — Field-Oriented Control (FOC)Level: Advanced · 35 min reading
- MOTOR-18 — Space Vector PWM (SVPWM)Level: Advanced · 30 min reading
- MOTOR-19 — MTPA and Field WeakeningLevel: Advanced · 35 min reading
- MOTOR-20 — Cascaded Torque, Speed, and Current LoopsLevel: Advanced · 30 min reading
- MOTOR-21 — Observers and Sensorless ControlLevel: Advanced · 35 min reading
- MOTOR-22 — Electromagnetic Design PrinciplesLevel: Advanced · 35 min reading
- MOTOR-23 — Thermal Design and Magnet TemperatureLevel: Advanced · 35 min reading
- MOTOR-24 — Mechanical Design, NVH and Rotor LimitsLevel: Advanced · 38 min reading
- MOTOR-25 — Efficiency and Torque-Speed MapsLevel: Advanced · 36 min reading
- MOTOR-26 — Traction Operating Regions & Gear RatioLevel: Intermediate–Advanced · 35 min reading
- MOTOR-27 — Regenerative Braking and Power LimitsLevel: Intermediate–Advanced · 35 min reading
- MOTOR-28 — Comparative Analysis of Motor TypesLevel: Intermediate–Advanced · 35 min reading
- MOTOR-29 — Torque Mechanisms and Packaging ComparisonLevel: Advanced · 35 min reading
- MOTOR-30 — Failure Modes and Real-Vehicle BenchmarksLevel: Advanced · 38 min reading
ADAS & Automated Driving Academy30 lessonsDriver assistance and automated driving in depth: sensors and perception, planning and control, functional safety (ISO 26262/SOTIF), cybersecurity, V&V testing, regulation, and real-vehicle case studies from L2 to L4.
- AD-01 — What Is ADAS? Fundamental Principles and Historical EvolutionLevel: Beginner–Intermediate · 38 min reading
- AD-02 — What Is Automated Driving? The Automation SpectrumLevel: Beginner–Intermediate · 36 min reading
- AD-03 — SAE J3016 Levels of Driving Automation (Deconstructing L0–L5)Level: Intermediate · 40 min reading
- AD-04 — ADAS Sensors: Camera, Radar, LiDAR, Ultrasonic, GNSS and IMULevel: Intermediate · 38 min reading
- AD-05 — Sensor Limits, Environmental Degradation and Physical LimitsLevel: Intermediate–Advanced · 38 min reading
- AD-06 — Perception: Object Detection, Classification, Tracking and Free SpaceLevel: Advanced · 40 min reading
- AD-07 — Sensor Fusion: Early, Late and Deep Fusion ArchitecturesLevel: Advanced · 38 min reading
- AD-08 — Localization: GNSS/RTK, Dead Reckoning, HD Maps and SLAMLevel: Advanced · 38 min reading
- AD-09 — Prediction: Intent Estimation and Probabilistic Trajectory ForecastingLevel: Advanced · 36 min reading
- AD-10 — Planning: Route, Behavior and Motion/Trajectory PlanningLevel: Advanced · 38 min reading
- AD-11 — Vehicle Control: Lateral/Longitudinal Control and Trajectory TrackingLevel: Advanced · 38 min reading
- AD-12 — Core ADAS Features: AEB, ACC, LKA, LCA, BSD, RCTA and TSRLevel: Intermediate · 36 min reading
- AD-13 — Highway Assist and Highway Pilot SystemsLevel: Intermediate–Advanced · 38 min reading
- AD-14 — Automated Parking Systems: From APA to Autonomous Valet Parking (AVP)Level: Intermediate–Advanced · 38 min reading
- AD-15 — Robotaxi Architecture: Hardware Redundancy and Fleet OperationsLevel: Advanced · 38 min reading
- AD-16 — Operational Design Domain (ODD): Definition, Taxonomy and BoundariesLevel: Intermediate–Advanced · 38 min reading
- AD-17 — Fallback Strategies, MRM and Minimal Risk Condition (MRC)Level: Advanced · 38 min reading
- AD-18 — Driver Monitoring Systems (DMS) and Driver Attention TrackingLevel: Intermediate · 36 min reading
- AD-19 — Functional Safety (ISO 26262): HARA, ASIL and Safety GoalsLevel: Advanced · 38 min reading
- AD-20 — SOTIF (ISO 21448): Safety of the Intended FunctionalityLevel: Advanced · 37 min reading
- AD-21 — Automotive Cybersecurity: ISO/SAE 21434, TARA and UNECE R155/R156Level: Advanced · 40 min reading
- AD-22 — Verification and Validation: MIL, SIL, HIL, VIL, Track and SimulationLevel: Advanced · 38 min reading
- AD-23 — Scenario-Based Testing Methodology and Safety MetricsLevel: Advanced · 38 min reading
- AD-24 — Edge Cases and Rare Events in Autonomous DrivingLevel: Advanced · 38 min reading
- Adverse Weather and Environmental Conditions: Rain, Snow, Fog, Night and GlareLevel: Intermediate–Advanced · 37 min reading
- Global Regulations: UNECE, EU GSR II, US, China, Japan and TurkeyLevel: Intermediate–Advanced · 38 min reading
- Real-World Systems and Manufacturer Review: Industry AnalysisLevel: Intermediate–Advanced · 40 min reading
- AD-28 — Autonomous Driving Safety Case: Safety Case and the UL 4600 StandardLevel: Advanced · 36 min reading
- AD-29 — Next-Generation Architectures: Centralized Compute, Zonal E/E and EthernetLevel: Advanced · 36 min reading
- AD-30 — SAE Levels in Practice: Worked Examples and Comparative Liability AnalysisLevel: Intermediate–Advanced · 40 min reading
ICE Powertrain Academy50 lessonsInternal combustion engines in depth: thermodynamics, block & head design, fuel injection, turbocharging, valvetrain, cooling, aftertreatment, and ICE-vs-EV tradeoffs.
- ICE-01 — What Is an Engine?Level: Beginner–Advanced · 30 min reading
- ICE-02 — The Four-Stroke EngineLevel: Beginner · 25 min reading
- ICE-03 — The Otto and Diesel CyclesLevel: Intermediate · 30 min reading
- ICE-04 — Engine GeometryLevel: Beginner–Intermediate · 25 min reading
- ICE-05 — DisplacementLevel: Beginner–Intermediate · 20 min reading
- ICE-06 — Compression RatioLevel: Intermediate · 25 min reading
- ICE-07 — Torque & PowerLevel: Beginner–Intermediate · 25 min reading
- ICE-08 — Volumetric EfficiencyLevel: Intermediate · 25 min reading
- ICE-09 — CombustionLevel: Intermediate–Advanced · 30 min reading
- ICE-10 — The Gasoline (Petrol) EngineLevel: Beginner–Advanced · 30 min reading
- ICE-11 — The Diesel EngineLevel: Beginner–Advanced · 30 min reading
- ICE-12 — Fuel InjectionLevel: Intermediate–Advanced · 30 min reading
- ICE-13 — The Ignition SystemLevel: Intermediate · 25 min reading
- ICE-14 — Common RailLevel: Intermediate–Advanced · 30 min reading
- ICE-15 — TurbochargingLevel: Intermediate–Advanced · 30 min reading
- ICE-16 — IntercoolingLevel: Intermediate · 20 min reading
- ICE-17 — Variable Valve Timing (VVT)Level: Intermediate–Advanced · 25 min reading
- ICE-18 — Variable Valve Lift (VVL)Level: Advanced · 25 min reading
- ICE-19 — Exhaust Gas Recirculation (EGR)Level: Intermediate–Advanced · 25 min reading
- ICE-20 — The Air PathLevel: Intermediate–Advanced · 25 min reading
- ICE-21 — The Exhaust SystemLevel: Beginner–Intermediate · 20 min reading
- ICE-22 — The Catalytic ConverterLevel: Intermediate–Advanced · 25 min reading
- ICE-23 — The Diesel Particulate Filter (DPF)Level: Intermediate–Advanced · 25 min reading
- ICE-24 — Selective Catalytic Reduction (SCR)Level: Intermediate–Advanced · 25 min reading
- ICE-25 — Nitrogen Oxides (NOx)Level: Intermediate–Advanced · 25 min reading
- ICE-26 — LambdaLevel: Intermediate–Advanced · 25 min reading
- ICE-27 — KnockLevel: Advanced · 25 min reading
- ICE-28 — Pre-ignitionLevel: Advanced · 25 min reading
- ICE-29 — Engine CoolingLevel: Intermediate · 25 min reading
- ICE-30 — Engine LubricationLevel: Intermediate · 25 min reading
- ICE-31 — Engine SensorsLevel: Intermediate · 25 min reading
- ICE-32 — Engine ActuatorsLevel: Intermediate · 25 min reading
- ICE-33 — The Engine Control Unit (ECU)Level: Intermediate–Advanced · 25 min reading
- ICE-34 — Engine ControlLevel: Advanced · 30 min reading
- ICE-35 — Torque ControlLevel: Advanced · 30 min reading
- ICE-36 — Fuel ControlLevel: Advanced · 30 min reading
- ICE-37 — Idle ControlLevel: Intermediate–Advanced · 25 min reading
- ICE-38 — Engine StartLevel: Intermediate · 25 min reading
- ICE-39 — Cold StartLevel: Intermediate–Advanced · 25 min reading
- ICE-40 — Engine CalibrationLevel: Advanced · 30 min reading
- ICE-41 — Emission CalibrationLevel: Advanced · 30 min reading
- ICE-42 — On-Board Diagnostics (OBD)Level: Intermediate–Advanced · 30 min reading
- ICE-43 — Engine NVHLevel: Advanced · 25 min reading
- ICE-44 — Engine DurabilityLevel: Advanced · 25 min reading
- ICE-45 — Engine ManufacturingLevel: Intermediate–Advanced · 25 min reading
- ICE-46 — Hybrid Powertrain InteractionLevel: Intermediate–Advanced · 30 min reading
- ICE-47 — Real-World Engine ExamplesLevel: Intermediate · 30 min reading
- ICE-48 — ICE vs EV PowertrainLevel: Beginner–Advanced · 30 min reading
- ICE-49 — Used ICE Vehicle AssessmentLevel: Beginner–Intermediate · 30 min reading
- ICE-50 — Troubleshooting Case StudiesLevel: Intermediate–Advanced · 30 min reading