Embedded Controls Architecture
Technical definition of embedded control functions for vehicle, powertrain, and physical systems.
- Control function decomposition
- Software, sensor, actuator, and plant model interfaces
- Vehicle and powertrain behavior definition
- Diagnostics, fallback, and degradation concepts
- Real time robustness and integration tradeoffs
I define the boundaries between control intent, software architecture, diagnostics, calibration hooks, and integration interfaces so algorithms can survive real ECU timing, signal quality, physical constraints, and validation requirements.
Representative work
- Electric truck thermal management and battery system controller architecture.
- Autonomous electric hauler propulsion control, speed control, and torque allocation.
- Heavy duty engine diagnostics and closed loop combustion control.
- Architecture for production oriented generated code and C/C++ integration workflows.
Methods and evidence
- Requirements driven functional design and software architecture.
- Control design for systems with physical constraints, timing constraints, diagnostics, and validation requirements.
- Integration aware architecture supporting calibration, testing, fault handling, and release maturity.
- Experience across production and research environments.