TL;DR:
- Kuraray introduces Strength Lab AI, an app for glass structural design.
- Based on the success of Sound Lab AI, this app employs AI for structural analysis.
- It eliminates the need for time-consuming simulations and complex numerical methods.
- The app covers both safety and efficiency aspects of glazing.
- A limited free version launches in September, with a pro version in the pipeline.
- It uses neural network algorithms and a ‘Mixture of Experts’ model for precise calculations.
- The app delivers rapid results, upending the market with speed and accuracy.
- It supports various standards without additional costs, promoting sustainability.
Main AI News:
In the realm of glass structural design, Kuraray has once again taken the lead with the launch of its groundbreaking app, Strength Lab AI. Following the resounding success of their “Sound Lab AI” web application, which garnered global acclaim for its precision in calculating sound-insulation values of glass systems, Kuraray has ventured into new territory.
Strength Lab AI represents a paradigm shift in the world of glass structure calculation, ushering in a new era of efficiency and accuracy. Gone are the days of complex numerical methods and time-consuming simulations. This innovative application harnesses the power of artificial intelligence, specifically “deep learning” through neural networks, to perform structural assessments with unmatched precision.
The app’s capabilities extend far beyond traditional calculations for sound insulation values, delving into safety-critical aspects by assessing the load-bearing capacities of glazing. Previously, such assessments were only achievable through expensive numerical simulations, impractical for most real-world scenarios due to their lengthy computation times and extensive modeling requirements.
Dr. Michael Kraus, CEO of M&M Network-Ing, the exclusive developer of these AI applications for Kuraray, underscores the significance of Strength Lab AI. “The capabilities of Strength Lab AI go beyond anything we’ve seen before. It not only simplifies structural assessments but also enhances safety considerations. Until now, such efficiency was a distant dream.”
In a major win for the industry, Kuraray is set to release a limited free online version of the app in September, with plans for a pro version offering expanded capabilities, user convenience, and enhanced functionality in the near future.
In operation, Strength Lab AI first collects all essential data for structural analysis, covering aspects such as glazing support conditions, loading conditions, area loads, spar loads, glass structure details, and the critical properties of lamination materials. Utilizing advanced AI models, it then computes stresses and deformations of the glazing based on this data.
What sets this application apart is M&M’s innovative approach, employing neural network algorithms and a staggering 22 million data points for training. Unlike traditional methods, M&M uses a unique ‘Mixture of Experts’ model, comprising three different expert networks. This approach ensures comprehensive coverage across various glass build-up and load scenarios, eliminating the generalization issues that plague conventional AI architectures.
Strength Lab AI leverages the strengths of model-based neural networks, sidestepping the need for processing vast amounts of data commonly seen in database solutions. As a result, it delivers efficient and cost-effective alternatives for predicting stresses and deformations in geometrically linear and non-linear cases.
Dr. Kraus highlights the app’s game-changing speed and accuracy, stating, “For the first time, we have harnessed AI for safety-critical calculations at a practical scale, enabling resource-saving construction through rapid feedback. Our app delivers results within seconds, compared to the up to ten minutes required by conventional systems. It’s a speed and precision combination unmatched in the market.”
Moreover, the app supports calculations based on various standards at no additional cost, further emphasizing Kuraray’s commitment to cost-effectiveness and sustainability in glass structure design. The union of Kuraray and software developer M & M Network-Ing UG represents a milestone in the construction industry’s journey towards sustainable practices.
Conclusion:
Kuraray’s Strength Lab AI represents a game-changing advancement in the glass structural design market. By harnessing the power of AI to provide rapid and precise structural assessments, it eliminates the need for expensive simulations and complex numerical methods. This innovation not only enhances efficiency but also safety considerations, making it a significant development for the industry. Furthermore, the availability of a free version and support for multiple standards underscores Kuraray’s commitment to cost-effectiveness and sustainability, making Strength Lab AI a transformative force in the market.
