Recent Advances in Industrial Production
Select Proceedings of ICEM 2020
Paperback Engels 2022 9789811652837Samenvatting
This book presents the select proceedings of the International Conference on Evolution in Manufacturing (ICEM 2020), and examines a range of areas including evolution in manufacturing, intelligent networks, bio-Inspired models and algorithms, internet-of-things, and cyber manufacturing. This book intends to provide a contribution to the domain of collaborative and intelligent networks and systems to fill the gap in theories and practical applications through suitable methods and solutions applicable to a wide range of instances. Various topics covered include broad range of research challenges in the fields of artificial intelligence and addressing current and future trends in industry 4.0 oriented scenario, data analytics and big data, operation and manufacturing management. The book will be a valuable reference for beginners, researchers and professionals interested in artificial intelligence in engineering and production management and allied fields.
Specificaties
Lezersrecensies
Inhoudsopgave
Chapter 2 Sustainable additive Manufacturing Methodologies
Chapter 3 Frameworks, tools and techniques for Collaborative and Intelligent Networks and Decision Systems
Chapter 4 Tools and techniques for Collaborative and Intelligent Networks
Chapter 5 Tools and techniques for Collaborative and Decision Systems
Chapter 6 Multi-agents
Chapter 7 Machine learning
Chapter 8 Bio-inspired models and algorithms
Chapter 9 Negotiation and group decision making approaches
chapter 10 Multi-criteria and multi-objective models
Chapter 11 Uncertainty treatment
Chapter 12 Data normalization and data fusion methods and techniques
Chapter 13 Data analytics for manufacturing systems and processes
Chapter 14 Cloud computing and big data – Learning and data mining
Chapter 15 Data visualization for the digital factory
Chapter 16 Real time machine and process monitoring, diagnostics and prognostics
Chapter 17 Real-time management
Chapter 18 Manufacturing Execution Systems
Chapter 19 IOT, IIOT, Cyber-Physical systems,
Chapter 20 Digital twin-based applications
Chapter 21 Descriptive, diagnostic, predictive and prescriptive analysis for health monitoring of manufacturing systems
Chapter 22 Descriptive, diagnostic, predictive and prescriptive analysis for health monitoring of manufacturing systems
Chapter 23 Lean and Industry4.o Integration
Chapter 24 Evolutionary algorithm for Optimization
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan