Applications of Artificial Intelligence and Machine Learning in Industry 4.0

摘要

Industry 4.0, sometimes referred to as the fourth industrial revolution, has brought about a major transformation in the manufacturing processes through the use of smart technologies for innovation, including artificial intelligence, machine learning, and the internet of things. This chapter covers various aspects of using AI and ML in managing complex and reformed operations with emphasis on smart manufacturing, prediction in maintenance, supply chain, quality, robotics and automation, data analytics, cybersecurity, human centric operations and energy efficiency as well as sustainable industry 4.0. The chapter also looks at the application of these technologies in synergy where the convergence of the technologies leads to predictive maintenance, proper planning of production, identification of flaws and moreover the formulation of intelligent decision support systems. The chapter also explores future developments and innovation areas that can apprehend AI and ML in AM, digital twin, and cyber-security. In addition, it stresses the imperative to adopt the sustainable principles in Industry 4. For its part, the IT industry considers zero value parts of frameworks, such as energy efficiency, renewable energy integration, and circular economy principles. In conclusion, this chapter seems to offer valuable pieces of knowledge about the use of AI and ML in industry, potential changes in its functions, increased efficiency, and environmentally friendly endeavors within the paradigm of Industry 4.0.