TPI Composites Inc (TPI) manufactures composite wind blades. The company offers composite solutions and related precision molding and assembly systems to the wind turbine original equipment manufacturers (OEM). It also supplies high strength, lightweight and durable composite products to the transportation market.

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The company’s R&D focuses on the design, development and deployment of innovative manufacturing processes, including automation, advanced materials and sophisticated product quality inspection tools. Its R&D emphasizes on improving quality through process and procedure improvement, reducing cost through specification changes and sourcing of more cost-effective suppliers. The company collaborated with WindSTAR to design a manufacturing process based on a digital twin approach using machine learning and big data. This Machine Learning framework provides feedback during fabrication, helps in reducing defects, and enabling the efficient production of wind blades compared to the current physics-based models with high computational costs. In FY2022, the company spent US$1.1 million on R&D, which was 0.1% of its revenue.