Soft computing in smart manufacturing solutions toward industry 5.0
This book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft compu...
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| Format: | Elektronisch E-Book |
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| Sprache: | English |
| Veröffentlicht: |
Berlin ; Boston
De Gruyter
[2022]
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| Schriftenreihe: | De Gruyter Series in Advanced Mechanical Engineering
volume 7 |
| Schlagworte: | |
| Online-Zugang: | DE-1043 DE-1046 DE-858 DE-Aug4 DE-573 DE-898 DE-859 DE-860 DE-91 DE-703 DE-706 DE-739 URL des Erstveröffentlichers |
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| 245 | 1 | 0 | |a Soft computing in smart manufacturing |b solutions toward industry 5.0 |c edited by Tatjana Sibalija and J. Paulo Davim |
| 264 | 1 | |a Berlin ; Boston |b De Gruyter |c [2022] | |
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| 490 | 1 | |a De Gruyter Series in Advanced Mechanical Engineering |v volume 7 | |
| 500 | |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 29. Nov 2021) | ||
| 520 | |a This book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft computing systems, including links to hardware, software and enterprise systems, in resolving modern manufacturing issues in complex, highly dynamic and globalized industrial circumstances. It embraces heterogeneous complementary aspects, such as control, monitoring and modeling of different manufacturing tasks, including intelligent robotic systems and processes, addressed by various machine learning and fuzzy techniques; modeling and parametric optimization of advanced conventional and non-conventional, eco-friendly manufacturing processes by using machine learning and evolutionary computing techniques; cybersecurity framework for Internet of Things-based systems addressing trustworthiness and resilience in machine-to-machine and human-machine collaboration; static and dynamic digital twins integration and synchronization in a smart factory environment; STEP-NC technology for a smart machine vision system, and integration of Open CNC with Service-Oriented Architecture for STEP-NC monitoring system in a smart manufacturing. Areas of interest include but are not limited to applications of soft computing to address the following: dynamic process/system modeling and simulation, dynamic process/system parametric optimization, dynamic planning and scheduling, smart, predictive maintenance, intelligent and autonomous systems, improved machine cognition, effective digital twins integration, human-machine collaboration, robots, and cobots | ||
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| 650 | 4 | |a Industrie 5.0 | |
| 650 | 4 | |a Maschinenbau | |
| 650 | 4 | |a Smart Manufacturing | |
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| physical | 1 Online-Ressource (XIV, 277 Seiten) |
| psigel | ZDB-23-DGG ZDB-23-DEI ZDB-23-DEI16 ZDB-23-DGG FAB_PDA_DGG ZDB-23-DGG FAW_PDA_DGG ZDB-23-DGG FCO_PDA_DGG_Kauf ZDB-23-DGG FHA_PDA_DGG_Kauf ZDB-23-DEI ZDB-23-DEI16 ZDB-23-DGG FKE_PDA_DGG ZDB-23-DGG FLA_PDA_DGG ZDB-23-DEI TUM_Paketkauf ZDB-23-DGG UBT_P&C_2022_10_DeGruyter ZDB-23-DGG UPA_PDA_DGG |
| publishDate | 2022 |
| publishDateSearch | 2022 |
| publishDateSort | 2022 |
| publisher | De Gruyter |
| record_format | marc |
| series | De Gruyter Series in Advanced Mechanical Engineering |
| series2 | De Gruyter Series in Advanced Mechanical Engineering |
| spellingShingle | Soft computing in smart manufacturing solutions toward industry 5.0 De Gruyter Series in Advanced Mechanical Engineering Industrie 4.0 Industrie 5.0 Maschinenbau Smart Manufacturing Technology & Engineering / Technical & Manufacturing Industries & Trades bisacsh Industrieroboter (DE-588)4026861-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Digitaler Zwilling (DE-588)1213471362 gnd Soft Computing (DE-588)4455833-8 gnd Intelligente Fertigung (DE-588)4713256-5 gnd Numerische Steuerung (DE-588)4115421-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4026861-5 (DE-588)4125909-9 (DE-588)1213471362 (DE-588)4455833-8 (DE-588)4713256-5 (DE-588)4115421-6 (DE-588)4193754-5 |
| title | Soft computing in smart manufacturing solutions toward industry 5.0 |
| title_auth | Soft computing in smart manufacturing solutions toward industry 5.0 |
| title_exact_search | Soft computing in smart manufacturing solutions toward industry 5.0 |
| title_full | Soft computing in smart manufacturing solutions toward industry 5.0 edited by Tatjana Sibalija and J. Paulo Davim |
| title_fullStr | Soft computing in smart manufacturing solutions toward industry 5.0 edited by Tatjana Sibalija and J. Paulo Davim |
| title_full_unstemmed | Soft computing in smart manufacturing solutions toward industry 5.0 edited by Tatjana Sibalija and J. Paulo Davim |
| title_short | Soft computing in smart manufacturing |
| title_sort | soft computing in smart manufacturing solutions toward industry 5 0 |
| title_sub | solutions toward industry 5.0 |
| topic | Industrie 4.0 Industrie 5.0 Maschinenbau Smart Manufacturing Technology & Engineering / Technical & Manufacturing Industries & Trades bisacsh Industrieroboter (DE-588)4026861-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Digitaler Zwilling (DE-588)1213471362 gnd Soft Computing (DE-588)4455833-8 gnd Intelligente Fertigung (DE-588)4713256-5 gnd Numerische Steuerung (DE-588)4115421-6 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Industrie 4.0 Industrie 5.0 Maschinenbau Smart Manufacturing Technology & Engineering / Technical & Manufacturing Industries & Trades Industrieroboter Mensch-Maschine-Kommunikation Digitaler Zwilling Soft Computing Intelligente Fertigung Numerische Steuerung Maschinelles Lernen |
| url | https://doi.org/10.1515/9783110693225 |
| volume_link | (DE-604)BV044552485 |
| work_keys_str_mv | AT sibalijatatjana softcomputinginsmartmanufacturingsolutionstowardindustry50 AT davimjpaulo softcomputinginsmartmanufacturingsolutionstowardindustry50 |