SHERIDAN, WYOMING – July 30, 2024 – Yokohama Rubber Co., Ltd., a global leader in tire manufacturing and innovation, today announced the development of a groundbreaking tire design support system that harnesses the power of explainable artificial intelligence (XAI). This state-of-the-art system aims to revolutionize the tire development process by providing developers with valuable insights and recommendations to create high-performance tires with unprecedented efficiency.
Explainable AI: A Catalyst for Innovation
The newly developed system utilizes XAI, a cutting-edge form of AI that provides transparent explanations for its decision-making processes. This unique feature empowers developers to understand the rationale behind the system's recommendations, fostering a collaborative environment where human expertise and AI capabilities work synergistically.
By leveraging XAI, Yokohama Rubber aims to enhance its "HAICoLab" initiative, a concept focused on the collaboration between humans and AI for digital innovation. This approach combines the creative intuition and experience of human engineers with the data-driven insights and computational power of AI, resulting in a dynamic and accelerated tire development process.
SHAP: Unlocking the Potential of Tire Design
At the core of the new system is SHAP (Shapley Additive exPlanations), a customized version of XAI tailored to the specific needs of tire design. SHAP enables developers to identify critical design factors that contribute to desired tire characteristics, such as improved grip, fuel efficiency, and durability. Additionally, the system offers a range of multifaceted indicators that assist developers in understanding how to adjust these factors to achieve optimal performance.
Benefits and Implications
The implementation of XAI in Yokohama's tire design process is expected to yield significant benefits:
- Enhanced Performance: By leveraging AI-driven insights, Yokohama can create tires with superior performance characteristics, meeting the diverse needs of drivers and vehicles worldwide.
- Accelerated Development: The system streamlines the design process, enabling faster development cycles and reducing time-to-market for new tire models.
- Increased Efficiency: The automation of complex calculations and data analysis allows developers to focus on creative problem-solving and innovation.
- Cost Reduction: By optimizing the design process and minimizing the need for physical prototypes, the system contributes to cost savings.
- Knowledge Transfer: The XAI system's transparency facilitates knowledge transfer, empowering less-experienced engineers to make informed design decisions.
A Commitment to Innovation
Yokohama Rubber's commitment to innovation is evident in its dedication to harnessing cutting-edge technologies like XAI. This new tire design support system reinforces the company's position as a pioneer in the industry, constantly pushing the boundaries of what is possible in tire development.
About Yokohama Rubber Co., Ltd.
Yokohama Rubber Co., Ltd. is a leading global tire manufacturer and supplier, committed to delivering high-quality,innovative tire solutions for a wide range of vehicles and applications. With a rich history of technological advancements, Yokohama Rubber is dedicated to creating a more sustainable and efficient future for the tire industry.