We are in the early stages of a transformational period in our economic and digital age that will revolutionize the manufacturing value chain. As this period progresses, there will be opportunities to optimize key activities across manufacturing, supply chain planning, distribution, procurement, and contracting. Organizations that apply Generative AI, business intelligence (BI), machine learning (ML), and advanced analytics will unlock trillions of dollars in economic value, reduce working capital and waste, increase agility, and make better decisions.
Unlike other sources that may address these technologies in isolation or focus on generic applications,
The New Manufacturing Value Chain provides a comprehensive framework that integrates these powerful tools into every aspect of manufacturing, from design to after-market service. It explores the many ways in which ML, AI, BI, advanced analytics, and Generative AI are harnessed to gain real-time visibility into production metrics, equipment performance, and supply chain dynamics. By leveraging cutting-edge algorithms and tools, manufacturers can optimize processes and achieve superior performance. This book will show you how. Its practical approach ensures that readers can immediately apply what they learn to their work environments.
Key Features:
Covers everything from foundational concepts to advanced applications, making it an all-in-one resource for professionals seeking to understand and implement these technologies in their operations Tailored to all levels of expertise within manufacturing, especially leadership trying to jump into AI/ML or jumpstart their stalled efforts Goes beyond theoretical concepts, offering practical, actionable strategies that can be directly applied to real-world manufacturing challenges, thereby enhancing efficiency, reducing costs, and driving innovation Includes case studies and practical examples from leading manufacturers that demonstrate how to leverage these technologies effectively Focuses not only on current applications but also explores the future of smart factories, Industry 4.0, and AI-driven manufacturing, including the convergence of AI, IoT, digital twins, and real-time ML decision-making on the production floor
eBook - ePub
The New Manufacturing Value Chain
Leveraging AI, Machine Learning, and Advanced Analytics for Success
- 258 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
The New Manufacturing Value Chain
Leveraging AI, Machine Learning, and Advanced Analytics for Success
About this book
Information
Subtopic
OperationsIndex
BusinessTable of contents
- Cover
- Title Page
- Copyright
- Dedication
- Contents
- Foreword
- Acknowledgments
- About the Author
- WAV™ Page
- 1. Why Focus on Manufacturing?
- 2. The Manufacturing Value Chain
- 3. Leveraging Advanced Analytics and Business Intelligence in Manufacturing
- 4. Common Algorithms, Tools, and Frameworks in AI/ML for Manufacturing
- 5. Product Design and Development in Manufacturing
- 6. Leveraging Advanced Analytics, BI, ML, and AI in Procurement
- 7. Incorporating Advanced Analytics, BI, ML, and AI in Manufacturing and Production
- 8. Leveraging Advanced Analytics, BI, ML, and AI in Distribution and Logistics
- 9. Advanced Analytics, BI, ML, and AI in Sales & Marketing and After-Sales Service
- 10. Unleashing the Potential of Advanced Analytics, BI, ML, and AI in Manufacturing
- Chapter References
- Index
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Yes, you can access The New Manufacturing Value Chain by Arun Gupta in PDF and/or ePUB format, as well as other popular books in Business & Operations. We have over 1.5 million books available in our catalogue for you to explore.