Soft Computing in Smart Manufacturing and Materials

Jha, Sudan (EDT)/ Datta, Shubhabrata (EDT)/ Prashar, Deepak (EDT)

Elsevier - Health Sciences Division（2025/01発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 300 p.
• 言語 ENG
• 商品コード 9780443299278
• DDC分類 670.28563

Full Description

Soft Computing in Smart Manufacturing and Materials explains the role of soft computing in the manufacturing industries. It presents the techniques, concepts and design principles behind smart soft computing, and describes how they can be applied in the development and manufacture of smart materials. It provides perspectives for design and commissioning of intelligent applications, including in health care, agriculture, and production assembly, and reviews the latest intelligent technologies and algorithms related to the methodologies of monitoring and mitigation of sustainable engineering.

Contents

1. Introduction to Smart Soft Computing in Engineering
2. Design principles for Smart Soft Computing
3. Components for Smart Materials
4. Characterization of Advanced Smart Materials
5. Role of Soft Computing in Manufacturing Industries
6. Applied Soft Computing Techniques in Manufacturing Process
7. Artificial Intelligence in Industrial Application
8. Soft Computing and System Engineering
9. Manufacturing Optimization Prediction by Artificial Neural Network
10. Testing and Analysis correlation by Genetic Algorithms
11. Product Life Cycle Assessment
12. Recent Trends and Innovation in Soft Computing/Manufacturing