Convergence of AI Techniques in Enabling Sustainability Practices for Industry 5.0

Industry 5.0 marks a significant shift in manufacturing, emphasizing sustainability and the integration of advanced technologies such as artificial intelligence (AI). This chapter explores the critical role of AI in enabling and driving sustainable manufacturing practices within the Industry 5.0 framework. It provides an overview of the key AI techniques, including machine learning, deep learning, and natural language processing, and their applications in areas such as energy optimization, predictive maintenance, quality control, and supply chain management. The chapter presents real-world case studies demonstrating the successful implementation of AI-powered solutions for sustainable manufacturing and discusses the challenges and future directions in this field. It also includes practical problems and activities to reinforce the concepts covered. By examining the synergistic relationship between AI and sustainability in Industry 5.0, this chapter aims to provide students and practitioners with a comprehensive understanding of how AI can be harnessed to achieve sustainable manufacturing goals and drive the transition toward a more sustainable and intelligent industrial future.