Artificial Intelligence In Mechanical Engineering
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ARTIFICIAL INTELLIGENCE FOR MECHANICAL ENGINEERING
The 21st century has ushered in a technological renaissance, with Artificial Intelligence (AI) standing at the forefront as a catalyst for innovation and transformation across every sphere of engineering. Once confined to the realm of computer science, AI has now firmly embedded itself in the domain of mechanical engineering, redefining how machines are designed, manufactured, operated, and maintained. This book, Artificial Intelligence for Mechanical Engineering, is an endeavor to bridge the gap between classical mechanical principles and modern computational intelligence, offering students, researchers, and industry professionals a comprehensive guide to harnessing AI in this dynamic field. Mechanical engineering, traditionally grounded in deterministic models and empirical testing, is witnessing an unprecedented shift toward data-driven, adaptive, and autonomous systems. Whether it is predictive maintenance in industrial plants, generative design in product development, AI-enhanced computational simulations, or intelligent robotics in manufacturing, the integration of AI has opened new horizons for efficiency, precision, and innovation. This transformation is not merely technological—it is philosophical, altering the way engineers perceive problems and conceive solutions. The impetus for writing this book arose from a recognition that while AI tools are rapidly advancing, their practical adoption in mechanical engineering requires both technical understanding and domain-specific adaptation. Many existing resources either focus heavily on AI theory without contextual application, or on mechanical engineering without adequately exploring AI’s potential. Our goal is to synthesize these perspectives—presenting AI concepts with clarity, grounding them in engineering fundamentals, and illustrating their use through real-world case studies.
Artificial Intelligence in Mechanical and Industrial Engineering
Artificial Intelligence in Mechanical and Industrial Engineering offers a unified platform for the dissemination of basic and applied knowledge on the integration of artificial intelligence within the realm of mechanical and industrial engineering. The book covers the tools and information needed to build successful careers and a source of knowledge for those working with AI within these domains. The book offers a systematic approach to explicate fundamentals as well as recent advances. It incorporates various case studies for major topics as well as numerous examples. It will also include real-time intelligent automation and associated supporting methodologies and techniques, and cover decision-support systems, as well as applications of Chaos Theory and Fractals. The book will give scientists, researchers, instructors, students, and practitioners the tools and information needed to build successful careers and to be an impetus to advancements in next-generation mechanical and industrial engineering domains.
Artificial Intelligence in Mechanical Engineering
Author: Abdelkrim Rhimi
language: en
Publisher: Independently Published
Release Date: 2024-10-22
The book explores the revolutionary impact of Artificial Intelligence (AI) on mechanical engineering, showcasing how AI is reshaping design, analysis, and manufacturing processes. AI's capabilities-such as data processing, pattern recognition, and autonomous decision-making-are enhancing engineering efficiency and precision, moving beyond incremental improvements to a full paradigm shift. The book delves into how AI-driven tools optimize system designs, predict failures, and improve reliability. It also addresses AI's role in manufacturing automation, smart factories, and fields like additive manufacturing. Through case studies and future insights, the book aims to inspire engineers, researchers, and industry professionals to embrace AI's potential in creating more innovative, reliable, and efficient mechanical systems.