Numerical Modelling and Optimization for Polymer Composites

Numerical Modelling and Optimization for Polymer Composites will serve as a comprehensive reference and definitive guide for researchers, engineers, and postgraduate students by presenting advanced methodologies, cutting-edge simulation techniques, and optimization strategies critical for enhancing the performance, efficiency, and sustainability of polymer composite materials. The book is timely due to the increasing industrial reliance on advanced polymer composites for their superior mechanical and functional properties, creating a pressing need for accessible, actionable guidance that unites theory with real-world applications. The volume covers recent developments in mathematical modeling, machine learning applications, experimental design, manufacturing simulation, and sustainability. It delves into optimization techniques, simulation of machining and manufacturing processes, and offers case studies illustrating practical problem-solving and decision-making. The proposed content structure includes theoretical frameworks, practical methodologies, step-by-step simulations, and industry-relevant case studies, culminating in a discussion of current trends and future directions.

• Comprehensive integration of simulation, modelling, and optimization (with AI), and real-world case studies
• Covers both natural and synthetic fiber-reinforced composites, and hybrid/nanomaterial/filler systems
• Contains dedicated chapters on tribological, mechanical, machining, thermal, electrical, and rheological properties
• Inclusion of sustainability, life cycle assessment, recycling considerations and environmental impact
• Includes step-by-step guidance on methodologies and an extensive review of computational tools Discussion of current and future research needs, industry regulations, and cost-effective compliance
• Includes monitoring of processing for fabrication optimization and defect tracking