The Simcenter family, part of the Siemens Xcelerator portfolio, by Siemens Digital Industries Software provides virtual solutions to design, test, refine, optimize, and validate autonomous vehicle performance continuously. With the functional digital twin, simulation, scenario recording and engineering, continuous system behavior optimization, and closed-loop validation, Siemens helps accelerate the delivery of safe, effective, and compliant autonomous driving.
[caption id="attachment_14177" align="aligncenter" width="702"] The Simcenter family, part of the Siemens Xcelerator portfolio, by Siemens Digital Industries Software provides virtual solutions to design, test, refine, optimize, and validate autonomous vehicle performance[/caption]
While autonomous vehicle technology has made significant advancements over the last decade, you are still being challenged with the task of delivering safe and compliant AD products within budget and the time prescribed. If you’re manually tracking information, requirements, and changes using spreadsheets and emails, your engineers cannot be fully confident that they are working with the right information and that their designs will achieve the required certifications. Due to the lack of standardization and regulatory frameworks, you risk delays and safety concerns as requirements and targets inevitably change, and designs need to be rapidly revised and revalidated.
[caption id="attachment_14178" align="aligncenter" width="702"] Highly automated driving systems verification[/caption]
Additionally, autonomous vehicles must be prepared to handle edge scenarios and unpredictable human behavior, both of which challenge the system’s ability to perceive, predict, and react effectively. Delivering trustworthy AVs and ADAS features means being certain that your system can perform safely in the widest range of real-world situations. This requires extensive evaluations over millions of miles of driving but the time and expense of testing on actual roads is not realistic or financially practical.
[caption id="attachment_14179" align="aligncenter" width="640"] Validation and verification of raw signal sensor simulation with Simcenter Prescan[/caption]
Siemens provides a cost-effective, safe, scalable, and efficient solution for AV and ADAS system development, testing, and optimization to enable continuous learning so that your engineers can overcome vast real-world limitations and challenges. This solution delivers:
- Engineering confidence in the design targets, information, feedback, and data being leveraged throughout the product lifecycle
- A hybrid approach that combines real-world recording and AI-generated parameters to synthesize, evaluate, and annotate critical edge scenarios without physically driving millions of miles, and
- A closed-loop, continuous verification and validation system that feeds back into the design to guarantee that only compliant and safe products are delivered to the market.
[caption id="attachment_14180" align="aligncenter" width="702"] Critical Scenario Creation framework[/caption]
Siemens covers the following key automotive applications:
- Data capturing
- Scenario analysis
- Algorithm development
- Sensor and vehicle integration
- Requirements coverage verification
- Systems validation
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