Dr Lukas Macha

Lukas's Journey in AAPS: An Alumni Profile

Lukas joined the AAPS CDT after graduating with first-class honours in BEng (Hons) Motorsport Engineering from the University of Derby in 2020. During his undergraduate studies, he gained valuable industry experience through placements at Jaguar Land Rover, where he worked in Prototype Manufacturing, and at ŠKODA Motorsport in the Race Engines and Quality Department. His final year project focused on hybrid powertrain development for WRC 2 applications, involving HEV modelling and simulation.

Although Lukas initially planned to enter the automotive industry directly after graduation, the onset of the COVID-19 pandemic disrupted hiring across the sector. A chance online search led him to discover the AAPS CDT at the University of Bath, a decision that would shape the next chapter of his career. Outside of research, Lukas enjoys training, motorsport, movies, gaming, and spending time with his young family.

PhD Focus

Lukas’s PhD, Automation of Verification and Validation Processes through Model-based Systems Engineering, aimed to improve the efficiency and reliability of system development for electrified powertrains. His research focused on developing a systematic approach for product-description-driven system model quality assessment and test case generation.

Using Systems Modelling Language (SysML), Lukas explored how executable system architectures could automate the generation of system interfaces, test cases, and other critical artefacts across various domains and development phases. His work demonstrated how SysML could be used to simulate and execute parametric and behavioural specifications, enhancing model-based verification and validation (V&V) activities throughout the product lifecycle.

This research contributed to advancing the use of digital engineering tools in automotive development, helping ensure that complex systems are delivered with fewer defects and greater confidence in their performance.

Looking Forward

Following the completion of his PhD, Lukas joined the Valeo Prague R&D Centre as a System Engineer, where he now works on the validation of future Advanced Driver Assistance Systems (ADAS) and autonomous driving solutions. He looks forward to applying the skills and insights gained during his time at AAPS to real-world challenges in automotive innovation.

The Reflection on AAPS

Lukas reflects on his time at AAPS as transformative not just academically, but personally and professionally. He highlights the value of engaging with fellow students and staff, and how asking bold questions and pursuing unexpected opportunities helped shape his research journey.

To Lukas, Advanced Propulsion Systems represent more than just vehicle propulsion they are part of a complex ecosystem that enables mobility today and has the potential to redefine it in the future. His experience at AAPS taught him that impactful research is often born from collaboration, curiosity, and the courage to explore new ideas.