Data-Driven Manufacturing

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• Published Subscription Original Research 6 Jul 2026

  Develop the Design of Sustainable Polymer Materials: Applying Reinforcement Learning, IoT-Enabled Monitoring, and Data-Driven Manufacturing Approaches

  By C. Selvarathi, M. Parthiban, D. Pavunraj, D. Shobana, V. Parimala, R. Dhivya, S. Palpandi

  Abstract: Sustainable polymer materials development is a must due to resource constraints, environmental concerns, and the demand for designed materials with high performance. When it comes to material optimization, energy utilization, process unpredictability, and lifecycle sustainability, traditional polymer production methods have their challenges. Reinforcement Learning (RL), Internet of Things (IoT) monitoring, and data-driven production are utilized in the design and manufacturing of sustainable polymer materials. It is recommended to use Internet …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 Read article →