Lean Six Sigma in the Age of Artificial Intelligence: Harnessing the Power of the Fourth Industrial
Michael / Blackwell George
Résumé
Lean Six Sigma (LSS) has been helping companies improve their processes since 2001-but as yet, no one has taken this revolutionary management approach to its limits. Now, The Fourth Revolution in Manufacturing shows exactly how to do that-by adding artificial intelligence (AI) to the mix.
This game-changing guide takes you through the process of using AI to unlock maximum speed, solve complex manufacturing challenges, reduce waste, increase company profits, and ultimately beat the competition. Breakthrough Manufacturing explains how to:
* Unlock your company's full potential with the AI + LSS approach* Utilize the AI + LSS three-step process to dramatically improve profits * Apply AI + LSS to engineering and other non-manufacturing processes* Harness the interaction of AI+LSS and the ERP system* Create a scorecard and measure your results
Table of Contents
Author's Note
The Brain: Inspiration for the Neural Network and Deep Learning
Chapter 1: AI Data Mining Guides an EBITDA Turnaround
Chapter 2: The Waste That Only Artificial Intelligence Can Eliminate
Chapter 3: The Productivity Challenge of the Twenty-First Century
Chapter 4: Why Is the Fourth Industrial Revolution Needed Now?
Chapter 5: AI Data Mining, Product Flow, and Cycle Time
Chapter 6: Executive Overview of the Fourth Manufacturing Revolution
Chapter 7: Introduction to Deep Learning in Manufacturing
Chapter 8: Specific Applications of Deep Learning in Manufacturing
Chapter 9: AI Pull System Development
Chapter 10: Conducting an AI Readiness Assessment
Chapter 11: AI Lean Six Sigma in Process Industries
Chapter 12: AI in Predictive Maintenance to Prevent Machine Downtime
Chapter 13: AI in Project Management and Product Development
Endnotes
Index
Caractéristiques techniques
| PAPIER | |
| Éditeur(s) | Mc Graw Hill |
| Auteur(s) | Michael / Blackwell George |
| Parution | 05/02/2019 |
| Nb. de pages | 304 |
| EAN13 | 9781260135039 |
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