AI and Machine Learning for Mechanical and Electrical Engineering

The book examines issues involved in the transition from traditional mechanical and electrical engineering and their management systems to the new engineering paradigms created by the application of smart systems. It covers applications, methods to transition to smart engineering and management, and associated ethical implications.

Practical and informative, AI and Machine Learning for Mechanical and Electrical Engineering examines how artificial intelligence (AI) is changing the status quo in mechanical engineering, electrical systems, and management. Real-world examples and case studies demonstrate the application of AI in such diverse settings as industry and policymaking. This book illustrates how AI is playing a crucial role in enhancing productivity and innovation in various industries. It discusses transition methods and the ethical implications of using AI in mechanical engineering. Chapter highlights include the following:

• Developing a smart algorithm to integrate fault detection and classification
• Algorithms to investigate different testing scenarios for various anomalies in electric motors
• Data fusion to detect and assess electromechanical damage
• Neural networks for rolling bearing fault diagnosis
• Evolutionary algorithms to optimize deep learning models for water industry forecasts
• AI-based anomaly detection and root-cause analysis

An overarching theme is the transition from traditional mechanical, electrical, and management systems to AI-enabled smart systems. The book helps readers make sense of the challenges of integrating smart systems. It equips engineers with theoretical understanding as well as insight based on hands-on expertise. It shows how to better link and automate systems and improve productivity. This book not only shows how to implement smart solutions now but also shows the way to a more intelligent, productive, and interconnected future.

Contributor: T. Rajasanthosh Kumar (Edited by), Surendra Reddy Vinta (Edited by), Sagar Dhanraj Pande (Edited by), Aditya Khamparia (Edited by)

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