Big data analytics in smart manufacturing : principles and practices /: principles and practices. (2022)

• Record Type: Book
• Further Information: Note: Edited by P. Suresh, T. Poongodi, B. Balamurugan, Meenakshi Sharma.
• Editors: Suresh, P, 1983-; Poongodi, T; Balusamy, Balamurugan; (Lecturer in computer science), Sharma, Meenakshi
• Contents: 1. Machine Learning Techniques and Big Data Analytics for Smart Manufacturing Nirdhum Narayan, Aradhna Saini, Janarthanan.S 2. Data-Driven Paradigm for Smart Manufacturing In The Context of Big Data Analytics Dr. Satish Chinchorkar 3. Data-Driven Models in Machine Learning- An Enabler of Smart Manufacturing Mukti Chaturvedi, Arungalai Vendan S 4. Local Time Invariant Learning from Industrial Big Data for Predictive Maintenance in Smart Manufacturing Sharanya S, Karthikeyan S 5. Integration of Industrial IoT and Big data Analytics for Smart Manufacturing Industries: Perspectives and Challenges K.Udayakumar, S.Ramamoorthy, R.Poorvadevi 6. Multimodal Architecture for Emotion Prediction in Videos using Ensemble Learning Dr Santhi Venkatraman, Puja Saha 7. Deep PHM: IOT based Deep Learning approach on Prediction of Prognostics and Health Management of an Aircraft Engine R Mohammed Harun Babu, Mr. P Sivaprakash, Mr. K Arun Kumar, Ms. M Shebana, Ms. S Gnana Sowndharya S 8. A Comprehensive Study on Accelerating Smart Manufacturers using Ubiquitous Robotic Technology Divyansh Singhal, Roohi Sille 9. Machine Learning Techniques and Big Data Tools in Design and Manufacturing Vishwanadham Mandala, C.D Premkumar, K. Nivitha, R. Satheesh Kumar 10. Principles of Comprehension of IoT and Smart Manufacturing System Maya Shankar Jha, Arjun K P, Sreenarayanan N M
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 670.285; Manufacturing processes -- Data processing; Big data; Machine learning; Artificial intelligence
• Languages: English
• ISBNs: 9781000815825; 9781000815740
• Related ISBNs: 9781032065519
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.