PowerPoint Presentation

Published on
Scene 1 (0s)

AI Minds

Predictive Maintenance

Scene 2 (6s)

Standard agenda

Introduction : Predictive model & Advantages Method of analysis : Manual & Real time measurements. Data Analysis Performance trends analysis Optimization requirements Proposed real time system Recommendations

Scene 3 (17s)

Introduction

Maintenance plays an important role to realize full productive capability of industry Reactive maintenance Preventive maintenance Predictive maintenance

Reactive maintenance Machine health Failure Preventive maintenance Machine health Time Still usable I condition Predictive maintenance Machine health now Time Optimum time to do maintenance X Predicted failure Time

Scene 4 (29s)

Method of analysis

Algorithm

Acquire Data Preprocess Data Identify Condition Indicators Train Model Deploy and Integrate

Equipment Transmitters Control System Historian – OSISoft PI

Scene 5 (40s)

Data Analysis

Compressors Pumps Motors Turbines Electricgenerators Fans,Blowers Heatexchangers,Boilers,Ovens,Kilns Waterheaters Pulverizers,Crushers Condensers Transformers,Breakers,Capacitors Agitators,Blenders,Mixers Gearboxes Chillers Industrialvehicles Manymore