Geometry-Aware Mechanics for Digital-Twin Systems
Buch, Englisch, 690 Seiten, Format (B × H): 155 mm x 235 mm
ISBN: 978-3-032-44913-9
Verlag: Springer
develops a unified, geometry-aware computational-mechanics framework for materials and structural systems whose behavior depends on architecture, connectivity, interfaces, operating state, and scale, as well as constituent properties. Beginning with the physical architectural point, it explains how geometry carries mechanical function and how an operator-based formulation connects material behavior, structural response, and system-level design.
The framework integrates continuum mechanics, multiscale homogenization, isogeometric analysis, contact and self-contact, coupled and multibody dynamics, and reduced-order modeling. Sensitivity analysis, perturbation and reanalysis, and topology–shape optimization support efficient design exploration and manufacturable realization. Applications include auxetic architectures, non-pneumatic wheel systems, rolling contact, impact and crashworthiness, and structural–acoustic coupling.
Cells, interfaces, components, and subsystems are represented as reusable mechanical building blocks carrying geometry, physical operators, states, parameters, interface definitions, and validity information. Full-order, reduced, or hybrid realizations, explicit interface contracts, mechanics-based gluing, and distributed simulation (D-Sim) support hierarchical assembly, product-specific digital twins, model updating, and adaptive fidelity.
The book also outlines future directions in which physical observations guide discrepancy detection, parameter and operator updating, and model revalidation. It examines how AI-assisted methods may support model construction, decomposition, selection, and coordination through hybrid physics–AI representations and multi-level executable hierarchies. Federated product-specific twins offer a pathway toward mechanics-based Physical World Models and AI-assisted engineering. Mechanics supplies the governing laws and requirements for physical admissibility, interface consistency, conservation, verification, and validation.
Written for researchers, engineers, and advanced students in computational mechanics, architectured materials, and engineering design, the book connects theoretical foundations with computational methods, applications, and emerging digital-twin workflows.
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
- Technische Wissenschaften Maschinenbau | Werkstoffkunde Maschinenbau
- Mathematik | Informatik Mathematik Topologie
- Technische Wissenschaften Maschinenbau | Werkstoffkunde Technische Mechanik | Werkstoffkunde Kontinuumsmechanik
- Naturwissenschaften Physik Elektromagnetismus Optik
- Technische Wissenschaften Maschinenbau | Werkstoffkunde Technische Mechanik | Werkstoffkunde Materialwissenschaft: Elektronik, Optik
Weitere Infos & Material
Introduction to Meta-Architectured Cellular Materials.- Foundations of Elasticity, Energy, and Structural Mechanics.- Multiscale Modeling and Homogenization Methods.- Isogeometric Analysis: From Multi-Patch to Multi-Level Building-Block Systems.- Contact and Self-Contact Mechanics for Geometry-Driven Systems.- Dynamics of Meta-Architectured Systems: Foundations and Numerical Framework.- Modal Completeness and Operator-Consistent Reduction for Building-Block Systems.- Multiphysics Building-Block Formulation for Coupled, Multibody, and Rotating MAC Systems.- Impact, Crash, and Collapse Mechanics of MAC Materials.- Reduced-Order Modeling of Building-Block Systems.- Sensitivity Analysis for Optimization and Design Control.- Reanalysis and Efficient Design Updates.- Topology Optimization of Architectured Systems.- Topology–Shape Simultaneous Design, Level-Set Approaches, and Manufacturable Geometry.- Distributed Simulation, Gluing, and Adaptive Execution of Multi-Level Building-Block Systems.- Conclusions, Application Pathways, and Future Directions.




