| 000 | 02650namaa2200433uu 4500 | ||
|---|---|---|---|
| 001 | doab134120 | ||
| 003 | oapen | ||
| 005 | 20260218110429.0 | ||
| 006 | m o d | ||
| 007 | cr|mn|---annan | ||
| 008 | 240214s2024 xx |||||o ||| 0|eng d | ||
| 020 | _a978-3-031-46452-2 | ||
| 020 | _a9783031464515 | ||
| 020 | _a9783031464522 | ||
| 024 | 7 |
_a10.1007/978-3-031-46452-2 _2doi |
|
| 040 |
_aoapen _coapen _d |
||
| 041 | 0 | _aeng | |
| 042 | _adc | ||
| 720 | 1 |
_aSoldatos, John _4edt |
|
| 245 | 0 | 0 |
_aArtificial Intelligence in Manufacturing _bEnabling Intelligent, Flexible and Cost-Effective Production Through AI |
| 260 |
_aCham _bSpringer Nature _c2024 |
||
| 300 | _a1 online resource (505 p.) | ||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 506 | 0 |
_fUnrestricted online access _2star |
|
| 520 | _aThis open access book presents a rich set of innovative solutions for artificial intelligence (AI) in manufacturing. The various chapters of the book provide a broad coverage of AI systems for state of the art flexible production lines including both cyber-physical production systems (Industry 4.0) and emerging trustworthy and human-centered manufacturing systems (Industry 5.0). From a technology perspective, the book addresses a wide range of AI paradigms such as deep learning, reinforcement learning, active learning, agent-based systems, explainable AI, industrial robots, and AI-based digital twins. Emphasis is put on system architectures and technologies that foster human-AI collaboration based on trusted interactions between workers and AI systems. From a manufacturing applications perspective, the book illustrates the deployment of these AI paradigms in a variety of use cases spanning production planning, quality control, anomaly detection, metrology, workers' training, supply chain management, as well as various production optimization scenarios. This is an open access book. | ||
| 540 |
_aCreative Commons _fby/4.0/ _2cc _uhttp://creativecommons.org/licenses/by/4.0/ |
||
| 546 | _aEnglish | ||
| 650 | 7 |
_aArtificial intelligence _2bicssc |
|
| 650 | 7 |
_aBusiness mathematics & systems _2bicssc |
|
| 650 | 7 |
_aCommunications engineering / telecommunications _2bicssc |
|
| 650 | 7 |
_aComputing & information technology _2bicssc |
|
| 650 | 7 |
_aDatabases _2bicssc |
|
| 720 | 1 |
_aSoldatos, John _4oth |
|
| 793 | 0 | _aDOAB Library. | |
| 856 |
_uhttps://docs.google.com/spreadsheets/d/1yKIrdCPDAG_9c22mwoOIO2DOhtj65Wqa/edit?usp=sharing&ouid=106555315294820607512&rtpof=true&sd=true _yList of Curated E-Books |
||
| 942 | _cE-BOOK | ||
| 999 |
_c80969 _d80968 |
||