Industrial AI - Predictive Maintenance, Digital Twins and Visio

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - The Industrial AI Revolution
• 1. Before we begin.en_GB.srt (1.4 KB)
• 1. Before we begin.mp4 (10.5 MB)
• 2. The Night Shift Call Nobody Wants to Make.en_GB.srt (0.8 KB)
• 2. The Night Shift Call Nobody Wants to Make.mp4 (8.7 MB)
• 3. Why Your PLC Cannot Predict Anything — But AI Can.en_GB.srt (1.1 KB)
• 3. Why Your PLC Cannot Predict Anything — But AI Can.mp4 (15.0 MB)
• 4. PLC Executes Rules. AI Discovers Them.en_GB.srt (1.6 KB)
• 4. PLC Executes Rules. AI Discovers Them.mp4 (17.3 MB)
• 5. What AI Cannot Do in Manufacturing.en_GB.srt (1.4 KB)
• 5. What AI Cannot Do in Manufacturing.mp4 (17.5 MB)
• 6. R1_Bridge_Model_Assessment.xlsx (7.0 KB)
• 6. The 5-Level OT IT Bridge Model.en_GB.srt (4.0 KB)
• 6. The 5-Level OT IT Bridge Model.mp4 (40.2 MB)
• 7. Are You Ready Industrial AI Maturity Assessment.en_GB.srt (2.4 KB)
• 7. Are You Ready Industrial AI Maturity Assessment.mp4 (23.5 MB)
• 7. R5_30_Day_Action_Plan.xlsx (7.3 KB)
10 - Your Industrial AI Roadmap
• 65. Building Your Industrial AI Roadmap — The Sequence That Works.en_GB.srt (2.1 KB)
• 65. Building Your Industrial AI Roadmap — The Sequence That Works.mp4 (20.7 MB)
• 66. Course Conclusion — Go Close the Gap.en_GB.srt (2.4 KB)
• 66. Course Conclusion — Go Close the Gap.mp4 (25.9 MB)
2 - The Data That's Already There
• 10. Sampling Rate — The Physics Nobody Explains.en_GB.srt (1.9 KB)
• 10. Sampling Rate — The Physics Nobody Explains.mp4 (24.1 MB)
• 11. The 4 Data Problems That Kill AI Projects.en_GB.srt (2.9 KB)
• 11. The 4 Data Problems That Kill AI Projects.mp4 (36.5 MB)
• 12. How AI Learns From Your Plant Data — No Data Science Degree Required.en_GB.srt (4.1 KB)
• 12. How AI Learns From Your Plant Data — No Data Science Degree Required.mp4 (20.2 MB)
• 13. AI Foundations Models, Algorithms and Overfitting for Plant Leaders.en_GB.srt (2.9 KB)
• 13. AI Foundations Models, Algorithms and Overfitting for Plant Leaders.mp4 (20.1 MB)
• 14. Supervised vs Unsupervised — Your CMMS Data Decides.en_GB.srt (1.5 KB)
• 14. Supervised vs Unsupervised — Your CMMS Data Decides.mp4 (19.8 MB)
• 15. Feature Engineering — Turning Raw Readings Into Intelligence.en_GB.srt (1.7 KB)
• 15. Feature Engineering — Turning Raw Readings Into Intelligence.mp4 (23.8 MB)
• 16. From Historian to Intelligence — The Data Pipeline.en_GB.srt (2.8 KB)
• 16. From Historian to Intelligence — The Data Pipeline.mp4 (23.3 MB)
• 17. Mapping Your Plant's Data Landscape.en_GB.srt (2.2 KB)
• 17. Mapping Your Plant's Data Landscape.mp4 (18.2 MB)
• 17. R2_Plant_Data_Map_Template.xlsx (6.3 KB)
• 18. Vardan's Data Checkpoint.en_GB.srt (1.4 KB)
• 18. Vardan's Data Checkpoint.mp4 (12.4 MB)
• 8. You Don't Need New Sensors — Use What You Have.en_GB.srt (2.4 KB)
• 8. You Don't Need New Sensors — Use What You Have.mp4 (39.3 MB)
• 9. The Four Data Types Your AI Needs.en_GB.srt (1.9 KB)
• 9. The Four Data Types Your AI Needs.mp4 (24.0 MB)
3 - Predictive Intelligence - Core Technologies
• 19. Why Predictive Beats Preventive — The Cost Comparison.en_GB.srt (1.4 KB)
• 19. Why Predictive Beats Preventive — The Cost Comparison.mp4 (28.7 MB)
• 20. The Difference Between Monitoring and Predicting.en_GB.srt (1.3 KB)
• 20. The Difference Between Monitoring and Predicting.mp4 (12.6 MB)
• 21. Anomaly Detection — Your First Line of Defence.en_GB.srt (1.7 KB)
• 21. Anomaly Detection — Your First Line of Defence.mp4 (16.1 MB)
• 22. Vibration — What Every Rotating Machine Is Telling You.en_GB.srt (2.3 KB)
• 22. Vibration — What Every Rotating Machine Is Telling You.mp4 (27.1 MB)
• 23. Vibration Analysis — Frequency Fingerprints and FFT.en_GB.srt (2.8 KB)
• 23. Vibration Analysis — Frequency Fingerprints and FFT.mp4 (32.7 MB)
• 24. R3_Technology_Selection_Matrix.xlsx (6.1 KB)
• 24. Thermal, Acoustic and Oil — Choosing Your Weapon.en_GB.srt (2.9 KB)
• 24. Thermal, Acoustic and Oil — Choosing Your Weapon.mp4 (30.8 MB)
• 25. Electrical Intelligence — The Sensor You Already Have.en_GB.srt (2.9 KB)
• 25. Electrical Intelligence — The Sensor You Already Have.mp4 (46.0 MB)
• 26. Sensor Fusion — When One Technology Isn't Enough.en_GB.srt (3.2 KB)
• 26. Sensor Fusion — When One Technology Isn't Enough.mp4 (32.5 MB)
• 27. Remaining Useful Life — The Metric Leadership Understands.en_GB.srt (1.3 KB)
• 27. Remaining Useful Life — The Metric Leadership Understands.mp4 (13.9 MB)
• 28. Vardan's Predictive Pilot — Your Template.en_GB.srt (3.6 KB)
• 28. Vardan's Predictive Pilot — Your Template.mp4 (61.4 MB)
4 - Digital Twin Intelligence
• 29. Building the Architecture Behind This Twin.en_GB.srt (0.8 KB)
• 29. Building the Architecture Behind This Twin.mp4 (8.7 MB)
• 29. Predictive Maintenance Your First Asset Digital Twin.url (0.1 KB)
• 30. The Asset That Failed in the Digital World First.en_GB.srt (1.2 KB)
• 30. The Asset That Failed in the Digital World First.mp4 (14.4 MB)
• 31. The Trial That Never Stopped Production.en_GB.srt (2.5 KB)
• 31. The Trial That Never Stopped Production.mp4 (8.5 MB)
• 32. Asset Twin vs Process Twin vs System Twin.en_GB.srt (2.4 KB)
• 32. Asset Twin vs Process Twin vs System Twin.mp4 (8.8 MB)
• 33. What Data Feeds a Twin — and the 3 Gaps That Kill It.en_GB.srt (2.8 KB)
• 33. What Data Feeds a Twin — and the 3 Gaps That Kill It.mp4 (19.5 MB)
• 34. The 4 Levels of Twin Intelligence.en_GB.srt (2.7 KB)
• 34. The 4 Levels of Twin Intelligence.mp4 (23.6 MB)
• 35. R6_Digital_Twin_Roadmap_Template.xlsx (6.8 KB)
• 35. Your Digital Twin Roadmap.en_GB.srt (3.2 KB)
• 35. Your Digital Twin Roadmap.mp4 (31.3 MB)
• 36. Build vs Buy vs Configure.en_GB.srt (3.0 KB)
• 36. Build vs Buy vs Configure.mp4 (11.2 MB)
• 37. Total Cost of Ownership.en_GB.srt (2.1 KB)
• 37. Total Cost of Ownership.mp4 (7.8 MB)
5 - Computer Vision & Quality Intelligence
• 38. How Computer Vision Works in Manufacturing.en_GB.srt (1.4 KB)
• 38. How Computer Vision Works in Manufacturing.mp4 (18.8 MB)
• 39. CNN Without the Math — What You Actually N