Design and Advanced Manufacturing of Bio-inspired Optimal Microstructures Using Machine Learning Method
Author: Cem Balda Dayan
Publisher:
Published: 2023
Total Pages: 0
ISBN-13:
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Bioinspired Structures and Design
Author: Wole Soboyejo
Publisher: Cambridge University Press
Published: 2020-09-17
Total Pages: 374
ISBN-13: 1108963447
DOWNLOAD EBOOKMaster simple to advanced biomaterials and structures with this essential text. Featuring topics ranging from bionanoengineered materials to bio-inspired structures for spacecraft and bio-inspired robots, and covering issues such as motility, sensing, control and morphology, this highly illustrated text walks the reader through key scientific and practical engineering principles, discussing properties, applications and design. Presenting case studies for the design of materials and structures at the nano, micro, meso and macro-scales, and written by some of the leading experts on the subject, this is the ideal introduction to this emerging field for students in engineering and science as well as researchers.
Advanced Materials and Manufacturing Techniques for Biomedical Applications
Author: Arbind Prasad
Publisher: John Wiley & Sons
Published: 2024-01-04
Total Pages: 468
ISBN-13: 1394166192
DOWNLOAD EBOOKADVANCED MATERIALS and MANUFACTURING TECHNIQUES for BIOMEDICAL APPLICATIONS The book provides essential knowledge for the synthesis of biomedical products, development, nanomaterial properties, fabrication processes, and design techniques for different applications, as well as process design and optimization. In origin, biomaterials can come from nature or be synthesized in the laboratory with a variety of approaches that use metals, polymers, ceramic, or composite materials. They are often used or adapted for various biomedical applications. Biomaterials are commonly used in scaffolds, orthopedic, wound healing, fracture fixation, surgical sutures, artificial organ developments, pins and screws to stabilize fractures, surgical mesh, breast implants, artificial ligaments and tendons, and drug delivery systems. The sixteen chapters in Advanced Materials and Manufacturing Techniques in Biomedical Applications cover the synthesis, processing, design, manufacturing, and characterization of advanced materials; self-healing, bioinspired, nature-resourced, nanobiomaterials for biomedical applications; and manufacturing techniques such as rapid prototyping, additive manufacturing, etc. Audience The book is for engineers, technologists, and researchers working in the area of biomedical engineering and manufacturing techniques. It is also appropriate for upper-level undergraduate and graduate students.
Machine Learning for Powder-Based Metal Additive Manufacturing
Author: Gurminder Singh
Publisher: Elsevier
Published: 2024-09-04
Total Pages: 291
ISBN-13: 0443221464
DOWNLOAD EBOOKMachine Learning for Powder-based Metal Additive Manufacturing outlines machine learning (ML) methods for additive manufacturing (AM) of metals that will improve product quality, optimize manufacturing processes, and reduce costs. The book combines ML and AM methods to develop intelligent models that train AM techniques in pre-processing, process optimization, and post-processing for optimized microstructure, tensile and fatigue properties, and biocompatibility for various applications. The book covers ML for design in AM, ML for materials development and intelligent monitoring in metal AM, both geometrical deviation and physics informed machine learning modeling, as well as data-driven cost estimation by ML. In addition, optimization for slicing and orientation, ML to create models of materials for AM processes, ML prediction for better mechanical and microstructure prediction, and feature extraction by sensing data are all covered, and each chapter includes a case study. - Covers machine learning (ML) methods for additive manufacturing (AM) of metals that will improve product quality, optimize manufacturing processes, and reduce costs - Combines ML and AM methods to develop intelligent models that train AM techniques in pre-processing, process optimization, and post-processing for optimized microstructure, tensile and fatigue properties, and biocompatibility for various applications - Discusses algorithm development of ML for metal AM, metal AM process modeling and optimization, mathematical and simulation studies of metal AM, and pre- and post-processing smart methods for metal AM
Bioinspired Design and Optimization of Materials for Dentures and Cellular Structures
Author: Ammar Alsheghri
Publisher:
Published: 2020
Total Pages:
ISBN-13:
DOWNLOAD EBOOK"The remarkable and unique mechanical properties of natural structural designs have always been a source of inspiration for scientists to enhance material design. The integration of bioinspired design with topology optimization promises unprecedented possibilities in terms of improving the properties and functionalities of products. Recently, the advancement in additive manufacturing has enabled the sustainable and accurate fabrication of complex designs that were not possible a decade ago, which opened the door to implement and develop material design optimization methods. Aiming to understand and enhance design optimization methods towards the advancement of sustainable product design, the present dissertation systematically examined various optimization techniques and their implementation in real-life applications with a focus on a bioinspired approach. The dissertation involves design optimization through both analytical modeling and finite element analysis (FEA). Uniaxial tension and compression experiments were conducted on additively manufactured specimens to validate the results obtained from the different investigated design optimization models. The dissertation is manuscript-based containing three inherently connected articles (see the first page in chapters 3-5 for the interconnectivities). Chapters 3 covers design optimization through analytical modeling with a focus on optimizing the design of circumferential clasps in additively manufactured removable partial dentures. Chapter 4 presents bioinspired shape optimization with mesh adaptive direct search to improve strength and stiffness of metal/polymer interfaces in additively manufactured dental prostheses. Chapter 5 introduces an optimization framework for bioinspired topological design coupled with probability distribution models to generate the initial guess. Through this framework, bioinspired and optimized cellular structures could be designed for various biomedical and engineering applications. The aforementioned studies offer new insights to leverage the potential of additive manufacturing and optimize the mechanical design of structures and interfaces"--
Biomimetic Design Method for Innovation and Sustainability
Author: Yael Helfman Cohen
Publisher: Springer
Published: 2016-07-01
Total Pages: 258
ISBN-13: 3319339974
DOWNLOAD EBOOKPresenting a novel biomimetic design method for transferring design solutions from nature to technology, this book focuses on structure-function patterns in nature and advanced modeling tools derived from TRIZ, the theory of inventive problem-solving. The book includes an extensive literature review on biomimicry as an engine of both innovation and sustainability, and discusses in detail the biomimetic design process, current biomimetic design methods and tools. The structural biomimetic design method for innovation and sustainability put forward in this text encompasses (1) the research method and rationale used to develop and validate this new design method; (2) the suggested design algorithm and tools including the Find structure database, structure-function patterns and ideality patterns; and (3) analyses of four case studies describing how to use the proposed method. This book offers an essential resource for designers who wish to use nature as a source of inspiration and knowledge, innovators and sustainability experts, and scientists and researchers, amongst others.
Introduction to Neural Networks with Java
Author: Jeff Heaton
Publisher: Heaton Research Incorporated
Published: 2005
Total Pages: 380
ISBN-13: 097732060X
DOWNLOAD EBOOKIn addition to showing the programmer how to construct Neural Networks, the book discusses the Java Object Oriented Neural Engine (JOONE), a free open source Java neural engine. (Computers)
Energy Absorption of Structures and Materials
Author: G Lu
Publisher: Elsevier
Published: 2003-10-31
Total Pages: 419
ISBN-13: 1855738589
DOWNLOAD EBOOKThis important study focuses on the way in which structures and materials can be best designed to absorb kinetic energy in a controllable and predictable manner. Understanding of energy absorption of structures and materials is important in calculating the damage to structures caused by accidental collision, assessing the residual strength of structures after initial damage and in designing packaging to protect its contents in the event of impact. Whilst a great deal of recent research has taken place into the energy absorption behaviour of structures and materials and significant progress has been made, this knowledge is diffuse and widely scattered. This book offers a synthesis of the most recent developments and forms a detailed and comprehensive view of the area. It is an essential reference for all engineers concerned with materials engineering in relation to the theory of plasticity, structural mechanics and impact dynamics. - Important new study of energy absorption of engineering structures and materials - Shows how they can be designed to withstand sudden loading in a safe, controllable and predictable way - Illuminating case studies back up the theoretical analysis
Additive Manufacturing of Metals: The Technology, Materials, Design and Production
Author: Li Yang
Publisher: Springer
Published: 2017-05-11
Total Pages: 172
ISBN-13: 3319551280
DOWNLOAD EBOOKThis book offers a unique guide to the three-dimensional (3D) printing of metals. It covers various aspects of additive, subtractive, and joining processes used to form three-dimensional parts with applications ranging from prototyping to production. Examining a variety of manufacturing technologies and their ability to produce both prototypes and functional production-quality parts, the individual chapters address metal components and discuss some of the important research challenges associated with the use of these technologies. As well as exploring the latest technologies currently under development, the book features unique sections on electron beam melting technology, material lifting, and the importance this science has in the engineering context. Presenting unique real-life case studies from industry, this book is also the first to offer the perspective of engineers who work in the field of aerospace and transportation systems, and who design components and manufacturing networks. Written by the leading experts in this field at universities and in industry, it provides a comprehensive textbook for students and an invaluable guide for practitioners
Biologically Inspired Robotics
Author: Yunhui Liu
Publisher: CRC Press
Published: 2011-12-21
Total Pages: 343
ISBN-13: 1439854882
DOWNLOAD EBOOKRobotic engineering inspired by biology—biomimetics—has many potential applications: robot snakes can be used for rescue operations in disasters, snake-like endoscopes can be used in medical diagnosis, and artificial muscles can replace damaged muscles to recover the motor functions of human limbs. Conversely, the application of robotics technology to our understanding of biological systems and behaviors—biorobotic modeling and analysis—provides unique research opportunities: robotic manipulation technology with optical tweezers can be used to study the cell mechanics of human red blood cells, a surface electromyography sensing system can help us identify the relation between muscle forces and hand movements, and mathematical models of brain circuitry may help us understand how the cerebellum achieves movement control. Biologically Inspired Robotics contains cutting-edge material—considerably expanded and with additional analysis—from the 2009 IEEE International Conference on Robotics and Biomimetics (ROBIO). These 16 chapters cover both biomimetics and biorobotic modeling/analysis, taking readers through an exploration of biologically inspired robot design and control, micro/nano bio-robotic systems, biological measurement and actuation, and applications of robotics technology to biological problems. Contributors examine a wide range of topics, including: A method for controlling the motion of a robotic snake The design of a bionic fitness cycle inspired by the jaguar The use of autonomous robotic fish to detect pollution A noninvasive brain-activity scanning method using a hybrid sensor A rehabilitation system for recovering motor function in human hands after injury Human-like robotic eye and head movements in human–machine interactions A state-of-the-art resource for graduate students and researchers in the fields of control engineering, robotics, and biomedical engineering, this text helps readers understand the technology and principles in this emerging field.
