AI factory theories, applications and case studies / Ramin Karim, Diego Galar and Uday Kumar.
| Author/creator | Karim, Ramin |
| Other author | Galar, Diego. |
| Other author | Kumar, Uday (Professor of mechanical engineering) |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, Taylor & Francis Group, 2023. |
| Description | 1 online resource |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Series | ICT in asset management |
| Contents | Hypes and trends in industry -- Digital twins -- Data analytics -- Data-driven decision-making -- Fundamental in artificial intelligence -- System-thinking & system engineering -- Software engineering -- Distributed computing -- Case studies -- Ai factory - a roadmap for AI transformation -- In industrial AI we believe. |
| Abstract | "This book provides insights on how to approach and utilize data science tools, technologies and methodologies related to artificial intelligence (AI) in industrial contexts. It explains the essence of distributed computing and AI-technologies, and their inter-connections. Description of various technology and methodology approaches, and their purpose and benefits when developing AI-solution in industrial contexts is included. In addition, it summarizes experiences from AI technology deployment projects from several industrial sectors. Features: Presents compendium of methodologies and technologies in Industrial AI and digitalization. Illustrates sensor to actuation approach showing complete cycle, that defines and differences AI and digitalization concept. Covers a broad range of academic and industrial issues within the field of asset management. Discusses impact of Industry 4.0 in other sectors. Includes a dedicated chapter on real-time case studies. This book is aimed at researchers and professionals in industrial and software engineering, network security, AI and ML, engineering managers, operational and maintenance specialists, asset managers, digital and AI manufacturing specialists"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Karim, Ramin. AI factory First edition. Boca Raton : CRC Press, Taylor & Francis Group, 2023 9781032077642 |
| Genre/form | Electronic books. |
| LCCN | 2022052680 |
| ISBN | 9781003208686 (ebook) |
| ISBN | (hardback) |
| ISBN | (paperback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |