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Implementing industry 4.0 : the model factory as the key enabler for the future of manufacturing / Editors: Carlos Toro, Wei Wang, Humza Akhtar.

Colaborador(es): Idioma: Inglés Series Intelligent Systems Reference Library ; Volume 202.Switzerland : Springer , 2021Edición: 1a ediciónDescripción: xviii, 418 páginas : ilustraciones, figuras, tablas, gráficosTipo de contenido:
  • text
Tipo de medio:
  • unmediated
Tipo de soporte:
  • volume
ISBN:
  • 9783030672690
Tema(s): Clasificación CDD:
  • 670 I345i 2021
Contenidos:
1. A framework to support manufacturing digitalization / Alejandro Seif and Zheng Hui Ernest Tan. -- 2. Real-time asset tracking for smart manufacturing / Sivanand Krishnan and Rochelle Xenia Mendoza Santos. -- 3. Unified IIoT cloud platform for smart factory / Shan Zheng Tan and Michael Entendez Labastida. -- 4. A perspective into analysing tool wear condition in hard-turning process-The key lessons learnt / Mohamed Salhuddin Habibullah, Yan Shen, Feng Yang, Saurabh Aggarwal, Yu Zhou, Shaista Hussain, Ankit Kumar Das, and Ahmed Jhinaoui. -- 5. Condition monitoring for predictive maintenance of machines and processes in ARTC model factory / Amirabbas Bahador, Chunling Du, Choon Lim Ho, Yicheng Jin, Narul Atiqah Dzulqarnain, Hwee Ping Ng, Deepesh Upadrashta, Jacek Kaminski, and Tomi Wijaya. -- 6. Federated learning for advanced manufacturing based on industrial ioT data analytic / Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Shaista Hussain, Feng Yang, Yechao Yang, Rick Siow Mong Goh, and Mervyn Cheah. -- 7. Generalized anomaly detection algorithm based on time series statistical features / Alireza Alghassi. -- 8. Online overall equipment effectiveness (OEE) improvement using data analytics techniques for CNC machines / Miaolong Yuan, Alireza Alghassi, Serina Fei Zhao, Sin Wah Wu, Amirul Muhammad, Jingfang Cui, and Kyaw Sett Myo. -- 9. A review of dynamic scheduling: context, techniques and prospects / Liu Renke, Rajesh Piplani, and Carlos Toro. -- 10. Digital twin architecture and development trends on manufacturing topologies / Kendrik Yan Hong Lim, Nam Tuan Le, Nimisha Agarwal, and Bao Huy Huynh. -- 11. Discrete event simulation as a robust supporting tool for smart manufacturing / Wenkai Li, Bao Huy Huynh, Humza Akhtar, and Kyaw Sett Myo. -- 12. Facility layout optimization in fast moving consumer goods (FMCG) industry / Wenkai Li, Kendrik Yan Hong Lim, Bao Huy Huynh, and Humza Akhtar. -- 13. Blockchain for secure and transparent track-and-trace in manufacturing / Ernest Kurniawan, Doris Benda, Sumei Sun, Sin Guan Tan, and Alex Chin. -- 14. An implementation of blockchain decentralized application for industrial IoT scenarios / Wei Chit Tan, Weijia Fu, and Shan Zheng Tan.-- 15. Model factory @SIMTech-sense and response manufacturing for industry 4.0 / Joel Wei En Tay, Huey Yuen Ng, and Puay Siew Tan.

Incluye índice.

Incluye referencias bibliográficas al final de cada capítulo.

1. A framework to support manufacturing digitalization / Alejandro Seif and Zheng Hui Ernest Tan. -- 2. Real-time asset tracking for smart manufacturing / Sivanand Krishnan and Rochelle Xenia Mendoza Santos. -- 3. Unified IIoT cloud platform for smart factory / Shan Zheng Tan and Michael Entendez Labastida. -- 4. A perspective into analysing tool wear condition in hard-turning process-The key lessons learnt / Mohamed Salhuddin Habibullah, Yan Shen, Feng Yang, Saurabh Aggarwal, Yu Zhou, Shaista Hussain, Ankit Kumar Das, and Ahmed Jhinaoui. -- 5. Condition monitoring for predictive maintenance of machines and processes in ARTC model factory / Amirabbas Bahador, Chunling Du, Choon Lim Ho, Yicheng Jin, Narul Atiqah Dzulqarnain, Hwee Ping Ng, Deepesh Upadrashta, Jacek Kaminski, and Tomi Wijaya. -- 6. Federated learning for advanced manufacturing based on industrial ioT data analytic / Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Shaista Hussain, Feng Yang, Yechao Yang, Rick Siow Mong Goh, and Mervyn Cheah. -- 7. Generalized anomaly detection algorithm based on time series statistical features / Alireza Alghassi. -- 8. Online overall equipment effectiveness (OEE) improvement using data analytics techniques for CNC machines / Miaolong Yuan, Alireza Alghassi, Serina Fei Zhao, Sin Wah Wu, Amirul Muhammad, Jingfang Cui, and Kyaw Sett Myo. -- 9. A review of dynamic scheduling: context, techniques and prospects / Liu Renke, Rajesh Piplani, and Carlos Toro. -- 10. Digital twin architecture and development trends on manufacturing topologies / Kendrik Yan Hong Lim, Nam Tuan Le, Nimisha Agarwal, and Bao Huy Huynh. -- 11. Discrete event simulation as a robust supporting tool for smart manufacturing / Wenkai Li, Bao Huy Huynh, Humza Akhtar, and Kyaw Sett Myo. -- 12. Facility layout optimization in fast moving consumer goods (FMCG) industry / Wenkai Li, Kendrik Yan Hong Lim, Bao Huy Huynh, and Humza Akhtar. -- 13. Blockchain for secure and transparent track-and-trace in manufacturing / Ernest Kurniawan, Doris Benda, Sumei Sun, Sin Guan Tan, and Alex Chin. -- 14. An implementation of blockchain decentralized application for industrial IoT scenarios / Wei Chit Tan, Weijia Fu, and Shan Zheng Tan.-- 15. Model factory @SIMTech-sense and response manufacturing for industry 4.0 / Joel Wei En Tay, Huey Yuen Ng, and Puay Siew Tan.