Uploaded March 2026 | Updated September 2026, 3 weeks ago
Discover Infineon’s real-time edge AI DC‑DC control solution using the AURIX™ TC4 microcontroller, demonstrated at Embedded World 2026.
In this video, Sven presents an innovative neural network–based DC‑DC converter control running on the AURIX™ TC4 Parallel Processing Unit (PPU). The solution continuously adapts control parameters on-device, delivering significantly improved performance compared to traditional static control approaches.
🔍 System Overview
- DC‑DC controller representing HV‑LV conversion in xEV power architectures
- Adaptive AI running in real time on the AURIX™ TC4x PPU
- Direct comparison of static control vs. neural network control under load step conditions
🚀 Key Highlights
- Neural network executed on dedicated PPU hardware
- No change required to existing customer software
- Incremental, on‑device learning over the full system lifetime
- Applicable beyond OBC and DC‑DC converters (e.g. rail, industrial, automotive)
💡 Customer Benefits
- Higher controller performance → smaller passive components & cost reduction
- Potential removal of voltage and current sensors
- Faster development of new DC‑DC variants (months saved)
- Improved efficiency, reduced stress on power hardware
Timestamps:
0:00 – Introduction & automotive power system overview
0:48 – Infineon portfolio & Power Converter Kit
1:33 – Static vs. neural network control comparison
2:33 – AURIX™ TC4 PPU & adaptive AI advantages
3:25 – Performance, efficiency & system benefits
#AURIX #NeuralNetwork #AI #DCDCConverter #PowerElectronics #Infineon #TC4 #EmbeddedWorld2026 #AutomotiveElectronics #PowerManagement #MachineLearning #EmbeddedAI
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Infineon is a world leader in semiconductor solutions that make life easier, safer and greener. Semiconductors are crucial to solve the energy challenges of our time and shape the digital transformation. This is why Infineon is committed to actively driving decarbonization and digitalization.
Connect with us on:
LinkedIn: linkedin.com/company/infineon-technologies
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Facebook: facebook.com/Infineon
Discover Infineon’s real-time edge AI DC‑DC control solution using the AURIX™ TC4 microcontroller, demonstrated at Embedded World 2026.
In this video, Sven presents an innovative neural network–based DC‑DC converter control running on the AURIX™ TC4 Parallel Processing Unit (PPU). The solution continuously adapts control parameters on-device, delivering significantly improved performance compared to traditional static control approaches.
🔍 System Overview
- DC‑DC controller representing HV‑LV conversion in xEV power architectures
- Adaptive AI running in real time on the AURIX™ TC4x PPU
- Direct comparison of static control vs. neural network control under load step conditions
🚀 Key Highlights
- Neural network executed on dedicated PPU hardware
- No change required to existing customer software
- Incremental, on‑device learning over the full system lifetime
- Applicable beyond OBC and DC‑DC converters (e.g. rail, industrial, automotive)
💡 Customer Benefits
- Higher controller performance → smaller passive components & cost reduction
- Potential removal of voltage and current sensors
- Faster development of new DC‑DC variants (months saved)
- Improved efficiency, reduced stress on power hardware
Timestamps:
0:00 – Introduction & automotive power system overview
0:48 – Infineon portfolio & Power Converter Kit
1:33 – Static vs. neural network control comparison
2:33 – AURIX™ TC4 PPU & adaptive AI advantages
3:25 – Performance, efficiency & system benefits
#AURIX #NeuralNetwork #AI #DCDCConverter #PowerElectronics #Infineon #TC4 #EmbeddedWorld2026 #AutomotiveElectronics #PowerManagement #MachineLearning #EmbeddedAI
________________________________________________
Do you like this video? Subscribe to Infineon on YouTube: youtube.com/channel/UCoTflChMPX0VBFXvXYmcu9w?sub_confirmation=1
Infineon is a world leader in semiconductor solutions that make life easier, safer and greener. Semiconductors are crucial to solve the energy challenges of our time and shape the digital transformation. This is why Infineon is committed to actively driving decarbonization and digitalization.
Connect with us on:
LinkedIn: linkedin.com/company/infineon-technologies
Instagram: instagram.com/infineon_technologies
Facebook: facebook.com/Infineon
