Virtual Vehicle Modeling Using Real-World Driving Feedback

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Solution Overview

Problem

Individuals may underestimate the risks associated with vehicle operation, leading to a psychological barrier in appreciating and addressing vehicular safety improvements.

Innovation Solution

A system and method that models vehicle operating behavior in a virtual environment using real-world data to simulate virtual vehicle operations, allowing operators to review and adjust their driving habits based on the virtual experience.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If vehicle operators rely on their own judgment and experience, then ease of operation is maintained, but awareness of risks and safety improvements deteriorates

Engineering Contradiction:
Improvesafety awarenessVSAvoidoperator autonomy
Core Design Contradiction:
ReliabilityVSEase of operation

Solution Approach 1:

The system creates a virtual copy of the operator's actual driving behavior by collecting real-world operation data and replicating it in a virtual environment. This allows the operator to review their own driving patterns objectively, improving safety awareness without removing their autonomy in real-world operation.

Inventive Principle:
Principle #26Copying

Solution Approach 2:

The system provides feedback by comparing the virtual reproduction of driving behavior against safety criteria and providing assessments. This feedback loop enables operators to understand the risks in their driving patterns while maintaining full control over their actual vehicle operation.

Inventive Principle:
Principle #23Feedback

2Reliability

If virtual simulation is used to improve safety awareness, then reliability improves, but device complexity increases

Engineering Contradiction:
Improvesafety awarenessVSAvoidsystem complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The system uses a multi-functional approach where the same virtual environment serves multiple purposes: reproducing driving behavior, assessing safety, providing feedback, and enabling training. This consolidates what could be multiple separate systems into a single integrated platform, managing complexity while improving safety awareness.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Data Source

PatentUS12572715B2Systems and methods for facilitating virtual vehicle operation based on real-world vehicle operation data
Publication Date: 2026.03.10 QUANATA LLC
  • US12572715B2 patent drawing
  • US12572715B2 patent drawing
  • US12572715B2 patent drawing

AI summary

A computer-implemented method of modeling a vehicle in a virtual environment includes receiving one or more operation characteristics of the vehicle. The method also includes receiving operation data associated with operation of the vehicle and updating the one or more operation characteristics based upon at least a portion of the operation data. The method further includes processing one or more virtual movements for a virtual vehicle to undertake in a virtual trip and transmitting for displaying, in a user interface, the virtual trip for the virtual vehicle based on the one or more virtual movements. Other embodiments are disclosed.