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Full Description
Artificial intelligence (AI) and mechatronics are booming areas where most of the industrial sectors are becoming smart nowadays. This handbook includes material of multidisciplinary content from the AI, mechanical, and electronics engineering domains, among others. It gives insights into various application sectors discussing current global developments in mechatronics employing AI technology and addressing the complexity of current issues and the effects of diverse mechatronics systems.
Handbook of AI-Based Mechatronics Systems and Smart Solutions in Industrial Automation focuses on system automation, predictive analysis, preventive analysis, and real-time decision-making systems for next-generation automation. It discusses the advancements of mechatronics systems using AI applications along with the global approach toward smart industrial automation and presents the impact of AI on today's work of autonomous and industrial automation. The book discusses future research potential and is beneficial to manufacturing, healthcare, and finance disputes, while it offers AI algorithms to analyze large amounts of data and identifies patterns, trends, and anomalies for accurate predictions and optimization processes. The handbook also addresses use cases and case studies related to AI in mechatronics along with applications.
Scholars in the field of AI in mechatronics and related applications will find this book useful. In particular, attention is drawn to both fundamental ideas and important practical contexts. Readers interested in the most recent findings in the field of problem-oriented processing approaches in mechatronics, including those in academia, data science, industry, research, and graduate and undergraduate students, will find this fascinating handbook extremely interesting.
Contents
1. AI in Mechatronics Engineering. 2. AI Frameworks in Mechatronics Engineering. 3. Extendable AI in Mechatronics Engineering. 4. The Resilience of Artificial Intelligence in the Mechatronics Sector: Challenges and Future Directions. 5. Fault Diagnosis and Predictive Maintenance Using AI in the Mechatronics Industry. 6. Control Systems Optimization Using AI in Mechatronics Engineering. 7. Robotics and AI in Mechatronics Industry. 8. Arm Controlled Waste Picking Robot Rover Utilizing Image Recognition Model Server, iOS, and Microcontroller Application over Bluetooth. 9. Industrial Automation and AI in Mechatronics Industry. 10. AI-Based Sustainable Solution for Energy Management in the Mechatronics Industry. 11. Advancements in Path Tracking: Integrating Q-Learning, Reinforcement Learning, and Artificial Neural Networks for Autonomous Robotics. 12. Industrial AI for the Smart Manufacturing Sector. 13. The Contemporary AI-Based Data-Gathering Environment in Smart Manufacturing Enterprise. 14. Case Studies and Applications of AI in the Mechatronics Sector. 15. Future Research Directives of AI in Mechatronics Engineering.
