Ai-powered accelerated aging for polyolefins

Overview

Era PolyCare LLC presents an innovative AI-powered digital twin technology designed to accurately predict the service life of polyolefins. By leveraging Q-UV/Q-Sun accelerated weathering data, this solution provides highly accurate predictions of polymer durability, reducing testing time by over 70% and achieving a predictive accuracy exceeding 90%. This technology surpasses traditional methods by capturing complex multi-stressor degradation effects, offering reliable service life predictions within two weeks for new polymer compounds.

Technical specifications

Key features:

• Utilizes AI-powered digital twin models trained on ASTM D6878/G155 accelerated weathering data
• Captures multi-stressor degradation effects using viscoelastic properties of polymers
• Reduces reliance on inaccurate traditional models like the Arrhenius equation
• Provides rapid, reliable service life predictions within two weeks
• Capable of leveraging existing data for accelerated aging and real-world conditions

Technology readiness level

This technology is at a readiness level of 8, indicating it is fully developed and ready for immediate application. It can quickly adapt to new materials, requiring only three to four months for model tuning with available data and one to two weeks for new compounds.