Green and Smart Polymer Composites: Bridging Materials Science and Intelligent Technologies
Editat de Pijush Dutta, Mahuya Das, Barun Haldar, Korhan Cengizen Limba Engleză Hardback – 8 dec 2026
The volume explores mechanical characteristics, fatigue and creep behavior, thermal behavior, vibrational analysis, testing, and modeling, with applications across the medical, aerospace, automotive, naval, energy, civil, manufacturing, and electronics sectors. Topics include collagen-based biomedical materials; waste plant fiber-reinforced composites; natural fibers and environmental sustainability; 3D scaffolds for tissue regeneration; surface treatments and property optimization; and natural fiber-reinforced PVC composites. The book also examines the growing role of artificial intelligence and machine learning in predicting material properties and modeling polymer solutions.
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Specificații
ISBN-13: 9781779644541
ISBN-10: 177964454X
Pagini: 372
Ilustrații: 74
Dimensiuni: 152 x 229 mm
Ediția:1
Editura: Apple Academic Press Inc.
Colecția Apple Academic Press
ISBN-10: 177964454X
Pagini: 372
Ilustrații: 74
Dimensiuni: 152 x 229 mm
Ediția:1
Editura: Apple Academic Press Inc.
Colecția Apple Academic Press
Public țintă
Academic and PostgraduateRecenzii
“A timely and significant contribution . . . Offers valuable insights and a comprehensive overview of the state of the art. . . . It captures the essence of how artificial intelligence is harnessed to address the inherent complexities of polymer composite systems. . . . What makes this book particularly noteworthy is its blend of theoretical advancements and practical applications. It delves into methodologies that streamline material design processes while reducing experimentation time and costs. Equally, it highlights case studies where CI has successfully enabled breakthrough innovations in polymer composites, demonstrating the transformative potential of these technologies across industries.”
—From the Foreword by Dipankar Chattopadhyay, PhD, Professor, Dept. of Polymer Science and Engineering, Calcutta University, West Bengal, India
—From the Foreword by Dipankar Chattopadhyay, PhD, Professor, Dept. of Polymer Science and Engineering, Calcutta University, West Bengal, India
Cuprins
Foreword by Dipankar Chattopadhyay, PhD Preface PART I: FUNDAMENTALS OF POLYMER COMPOSITE MATERIALS 1. An Introduction to Polymer-Based Composites 2. Collagen-Based Materials: Applications to Biomedicine, Tissue Engineering, and Prosthetics PART II: MATERIAL MODELING AND ANALYSIS OF POLYMER COMPOSITE MATERIALS 3. Waste Plant Fiber-Reinforced Polymer Composites and Their Biodegradability 4. Natural Fibers for a Safer and Better Environment 5. Fundamentals of Advanced Nontraditional Hybrid Micromachining Processes for Nonconducting Composite Materials 6. Transforming Tissue Regeneration: Exploring 3D Scaffold Architectures 7. Surface Treatment of Natural Fiber-Reinforced Polymer Composites for Optimization of Properties 8. Natural Fiber-Reinforced PVC Composites for Property Modification and Optimization PART 3: COMPUTATIONAL INTELLIGENCE TECHNIQUES ON POLYMER COMPOSITE MATERIALS 9. Artificial Intelligence in Predicting Properties of Composite Materials: Recent Trends, Challenges, and Future Perspectives 10. AI-Based Prediction Model for Viscosity of Polymer Solutions with the Effects of Shear Rate, Concentration, and Temperature Using a Machine Learning Approach 11.Natural Fiber-Reinforced Polymer Composites and Their Applications in Computational Intelligence12. Stacked Artificial Neural Networks for Advanced Material Prediction: A Data-Driven Approach to Modeling PART 4: APPLICATIONS AND CASE STUDIES ON POLYMER COMPOSITE MATERIALS 13. Advancements in Polymeric Composite Design for Enhanced Bone Tissue Engineering 14. An Investigation of the Mechanical Properties and Morphological Analysis of Carbon Fibre Powder Reinforced Hybrid Polymer Composite Index
Notă biografică
Pijush Dutta, PhD, is Assistant Professor and Head of Electronics & Communication Engineering at Greater Kolkata College of Engineering and Management, India. His research spans intelligent systems, IoT, machine learning, deep learning, optimization, and control systems. He has published more than 100 research articles and 12 books and holds 14 patents.
Mahuya Das, PhD, is Professor of Chemistry at Bankura Zilla Saradamani Mahila Mahavidyapith, India, and is associated with the University of Calcutta as guest faculty and PhD supervisor. Her research focuses on polymer composites, nanomaterials, advanced materials, and packaging. She has published more than 90 scientific papers and holds six patents.
Barun Haldar, PhD, is a university Professor in Saudi Arabia, appointed to the Industrial Engineering Department at Imam Mohammad Ibn Saud Islamic University. His research interests include mechanical and industrial engineering and sustainable manufacturing. He has published more than 90 scientific papers and holds one US and two Indian patents.
Korhan Cengiz, PhD, is Associate Professor of Electrical-Electronics Engineering at Biruni University, Türkiye. His research encompasses wireless sensor networks, communications, IoT, signal processing, positioning systems, and 5G. He has published more than 40 SCI/SCI-E articles, holds five international patents, and is a senior member of IEEE.
Mahuya Das, PhD, is Professor of Chemistry at Bankura Zilla Saradamani Mahila Mahavidyapith, India, and is associated with the University of Calcutta as guest faculty and PhD supervisor. Her research focuses on polymer composites, nanomaterials, advanced materials, and packaging. She has published more than 90 scientific papers and holds six patents.
Barun Haldar, PhD, is a university Professor in Saudi Arabia, appointed to the Industrial Engineering Department at Imam Mohammad Ibn Saud Islamic University. His research interests include mechanical and industrial engineering and sustainable manufacturing. He has published more than 90 scientific papers and holds one US and two Indian patents.
Korhan Cengiz, PhD, is Associate Professor of Electrical-Electronics Engineering at Biruni University, Türkiye. His research encompasses wireless sensor networks, communications, IoT, signal processing, positioning systems, and 5G. He has published more than 40 SCI/SCI-E articles, holds five international patents, and is a senior member of IEEE.
Descriere
Discusses latest research on the study of polymers and finite composition of their composite materials along with computational intelligence techniques on polymer composite materials. Deliberates applications of smart polymers and presents a selection of case studies on polymer composite materials.