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Overview: Computational Intelligent Techniques welcomes a diverse audience to learn about technological innovation in the mechatronics system. This comprehensive resource is designed to empower readers with the knowledge and skills in the rapidly evolving world of mechatronics. Equipped with knowledge about mechatronic systems, and discussions on cutting-edge technologies in the latest innovations, this book is a learning gateway with tools to design, analyze, and implement mechatronic systems across various industries. Dive into 15 chapters covering the basics of mechatronics, computational intelligence approaches, simulation, and modeling concepts. This book will help research and development departments understand various branches of the engineering design process. Learn about challenges and opportunities in employing these techniques and how mechatronics proposes future research direction to optimize the system. Explore the components, challenges, and benefits of integrating AI in self-driving transportation systems. Lastly, read up on the latest mechatronics in altering current agriculture practices including productivity and sustainability. The chapter “AI in Mechatronics” provides a comprehensive overview of how Artificial Intelligence (AI) techniques can enhance mechatronic systems; it covers core AI approaches, including Machine Learning, computer vision, soft computing methods, natural language processing, AI planning, and intelligent system design tools.
Genre: Non-Fiction > Tech & Devices
Contents:
Preface xxi
1 AI in Mechatronics 1
2 Thermodynamics for Mechatronics 41
3 Role of Data Acquisition, Sensors, and Actuators in Mechatronics Industry 83
4 Optimization Techniques for Mechatronics: A Comprehensive Review and Future Directions 109
5 Reinforcement Learning for Adaptive Mechatronics Systems 135
6 Application of PLC in the Mechatronics Industry 185
7 Fuzzy Logic and Its Applications in Mechatronic Control Systems 211
8 Drones and Autonomous Robotics Incorporating Computational Intelligence 243
9 Exploring the Convergence of Artificial Intelligence and Mechatronics in Autonomous Driving 297
10 Improving Power Quality for Industry Control Using Mechatronics Devices 317
11 Study on Integrated Neural Networks and Fuzzy Logic Control for Autonomous Electric Vehicles 347
12 Advancing Mechatronics Through Artificial Intelligence 381
13 Computational Intelligent Techniques in Mechatronics: Emerging Trends and Case Studies 401
14 Advanced Sensing Systems in Automobiles: Computational Intelligence Approach 445
15 Design of Arduino UNO-Based Novel Multi-Featured Robot 471
16 Integrating Mechatronics in Autonomous Agricultural Machinery: A Case Study
References 505
Index 509
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