| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
670.285 |
| 書名/作者: |
Applied AI and multimedia technologies for smart manufacturing and CPS applications/ Emmanuel Oyekanlu, editor. |
| 其他題名: |
Applied artificial intelligence and multimedia technologies for smart manufacturing and cyber-physical systems applications |
| 其他作者: |
Oyekanlu, Emmanuel, |
| 出版者: |
Hershey, Pennsylvania : : IGI Global,, 2023. |
| 面頁冊數: |
1 online resource (377 p.) |
| 標題: |
Multimedia systems. |
| 標題: |
Cooperating objects (Computer systems) |
| 標題: |
Computer integrated manufacturing systems. |
| ISBN: |
9781799878544 (electronic bk.) |
| ISBN: |
179987852X |
| ISBN: |
9781799878520 |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Chapter 1. Data engineering for the factory of the future: from factory floor to the cloud - Part 1. Performance evaluation of state-of-the-art data formats for time series applications -- Chapter 2. Data engineering for the factoryof the future, multimedia applications and cyber-physical systems: Part 2. Algorithms and python-based software development for time-series data format conversion -- Chapter 3. Deep learning-based industrial fault diagnosis using inductionmotor bearing signals -- Chapter 4. Next-generation industrial robotics: an overview -- Chapter 5. A review of big data analytics for the internet of things applications in supply chain management -- Chapter 6. Cognitive load measurement based on EEG signals -- Chapter 7. A study on deep learning methods in the concept of industry 4.0 -- Chapter 8. Smart manufacturing: post-pandemic and future trends -- Chapter 9. Social perspective of suspicious activity detection in facialanalysis: an ML-based approach for digital transformation -- Chapter 10. Nonlinear filtering methods in conditions of uncertainty. |
| 摘要、提要註: |
"This book provides a review of the state of the art technology regarding the integration of AI and multimedia technologies for smart manufacturing applications, offering detailed industrial integration examples for specific AI and multimedia technologies using both R&D and empirical analysis to examine the impacts of the integration of specific multimedia and AI technologies for stated industrial manufacturing applications"-- |
| 電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-7852-0 |