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Machine Learning Aided Analysis, Design, and Additive Manufacturing of Functionally Graded Porous Composite Structures
Hoofdkenmerken
Auteur: Jie Yang; Da Chen; Kang Gao
Titel: Machine Learning Aided Analysis, Design, and Additive Manufacturing of Functionally Graded Porous Composite Structures
Uitgever: Elsevier S & T
ISBN: 9780443154263
ISBN boekversie: 9780443154256
Editie: 1
Prijs: € 293.76
Verschijningsdatum: 04-10-2023
Inhoudelijke kenmerken
Categorie: Chemical & Biochemical
Taal: English
Imprint: Woodhead Publishing
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003cp\u003e\u003ci\u003eFunctionally Graded Porous Structures: Applied Methods in Mechanical Performance Evaluation, Machine Learning Aided Analysis, and Additive Manufacturing\u003c/i\u003e presents a state-of-the-art review of the latest advances and cutting-edge technologies in this important research field.\u003c/p\u003e \u003cp\u003eThe book is divided into three key sections. The first section begins with an introduction to functionally graded porous structures and details the effects of graded porosities on bending, buckling, and vibration behaviours within the framework of Timoshenko beam theory, and first-order shear deformable plate theory. The second section is focused on the usage of machine learning techniques for smart structural analysis of porous components as an evolution from traditional engineering, methods. The third section focuses on additive manufacturing of structures with graded porosities for end-user applications. The book follows a clear path from design and analysis to fabrication and applications.\u003c/p\u003e \u003cp\u003eReaders will find extensive knowledge and examples of functionally graded porous structures that are suitable for innovative research and market needs, with applications relevant to a diverse range of industrial fields, including mechanical, structural, aerospace, energy, and biomedical engineering.\u003c/p\u003e\u003cul\u003e\u003cli\u003eProvides a comprehensive picture of novel porous materials and advanced lightweight structural technologies that are applicable to a diverse range of industrial sectors\u003c/li\u003e\u003cli\u003eUpdated with the most recent advances in the field of porous structures\u003c/li\u003e\u003cli\u003eGoes beyond traditional structural aspects and covers novel evaluation strategies, machine learning aided analysis, and additive manufacturing\u003c/li\u003e\u003cli\u003eCovers weight management strategies for structural components to achieve multifunctional purposes\u003c/li\u003e\u003cli\u003eAddresses key issues in the design of lightweight structures, offering significant environmental benefits\u003c/li\u003e\u003c/ul\u003e
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