Computational Tools for Sustainable Industrial Transformation - 9789819504992

Computational Tools for Sustainable Industrial TransformationAuthor(s): Ahmad H. Sabry, Nasri Sulaiman, Bashra Kadhim\nFormat: Hardback\nPublisher: Springer Verlag, Singapore, Singapore\nImprint: Springer Verlag, Singapore\nISBN-13: 9789819504992, 978-9819504992\nSynopsis\nThis book discusses how computational tools are revolutionizing sustainable industrial transformation. By integrating advanced technologies such as big data analytics, machine learning, digital twins, and IoT, this volume provides a comprehensive guide to optimizing industrial processes for enhanced efficiency and reduced environmental impact. The chapters cover critical topics including the principles of industrial efficiency, the application of digital twins in manufacturing, and the application of machine learning and AI for process optimization and predictive maintenance. Readers will also explore the benefits of big data analytics in monitoring sustainability metrics and the role of IoT in smart sensor network.