08 set - Lazio
BWI GROUP
Descrizione dell’offerta di lavoro
System Physical Modelling Engineer
BWI Group is a premier chassis supplier that designs and manufactures brake and suspension systems for the automotive market. We are a fast paced, global organization employing some of the best and brightest minds in the industry.
Do you have experience in Automotive Electronic/Electromechanical/Electrohydraulic component development?
Do you have knowledge on advanced controls Artificial Intelligence for functions development in model base and C Code?
Are you keen to contribute to the design of complex vehicle component and systems?
Location: Turin, IT
We offer
- exciting and diversified projects
- collegial environment
- inside view into innovative technologies of the automotive industry
- wide network of research and development parties
- big amount of self-reliance
- modern leadership culture
- Lavoro da remoto environment
- promotion of personal development
- individual professional education for continuous learning and improvements
- International working environment and collaboration with advanced High Technology RD team from different region
Key Responsibilities
- Develop and maintain high-fidelity physical models of mechanical, hydraulic, and electro-mechanical automotive systems, particularly braking systems.
- Model and simulate braking system components and architectures, including hydraulic circuits, valves, actuators, pumps, accumulators, calipers, master cylinders, brake boosters, and related mechanical elements.
- Develop 1D system-level models to investigate system performance, dynamic behavior, component interactions, and failure modes.
- Use Siemens Simcenter Amesim and MathWorks Simscape/Simulink to create, calibrate, and validate physical models.
- Establish modelling methodologies and best practices across the different simulation toolchains.
- Translate physical requirements and engineering specifications into appropriate mathematical and physical representations.
- Correlate simulation models against test-bench, component, and vehicle-level measurements.
- Perform parameter identification, model calibration, sensitivity analysis, and uncertainty assessment.
- Support the definition and execution of simulation-based verification and validation activities.
- Collaborate closely with engineers working on system architecture, controls, hydraulics, mechanics, testing, and vehicle integration.
- Provide technical guidance and mentoring to engineers developing physical models.
- Evaluate and select appropriate modelling fidelity depending on the engineering application, from concept studies to detailed validation.
- Contribute to the development of reusable modelling libraries, simulation workflows, and automated model-validation processes.
- Communicate simulation results and technical conclusions clearly to both technical and non-technical stakeholders.
Required Skills & Qualifications
- Master Engineering Degree in Mechanical Engineering, Automotive Engineering, Mechatronics, Control Engineering, or a related technical discipline.
- Significant professional experience in physical/system modelling and simulation within the automotive industry.
- Strong understanding of mechanical and hydraulic system dynamics, including fluid mechanics, pressure/flow relationships, mechanical dynamics, friction, thermal effects, and energy transfer.
- Demonstrated experience with automotive braking systems, ideally including hydraulic braking, electro-hydraulic braking, brake-by-wire, or related technologies.
- Hands-on experience with both: Siemens Simcenter Amesim, MathWorks Simscape/Simulink.
- Strong understanding of multi-domain physical modelling and the principles behind equation-based modelling.
- Experience with model calibration and correlation against experimental data.
- Ability to assess modelling assumptions, numerical behavior, model stability, and simulation accuracy.
- Good understanding of simulation workflows covering model development, parameterization, calibration, verification, and validation.
- Experience with MATLAB/Simulink scripting or automation is highly desirable.
- Knowledge of model-based development and automotive development processes is an advantage.
Preferred Skills & Qualifications
- Experience with brake-by-wire, ESC/ABS, hydraulic brake control, regenerative braking, or integrated braking systems.
- Experience modelling electro-hydraulic actuators and mechatronic systems.
- Knowledge of vehicle dynamics and longitudinal vehicle modelling.
- Experience integrating physical plant models with control-system models.
- Familiarity with MIL, SIL, and HIL simulation environments.
- Experience with automated testing, regression testing, and model-quality assessment.
- Knowledge of automotive standards and development processes such as ISO 26262 is a plus.
- Experience transferring or correlating models between different simulation environments is particularly valuable.
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