Nirvedha Smart Analytics
Use OLAP tools to drill down data, pivot, compare , visualize trends & correlations to understand why something is happening
Correlations using asset hierarchy data
Multi Plant comparison and benchmarking
Consolidate raw information into actionable insights & do Root Cause Analysis to improve a process, service, product
Why Did It Happen?
Root-cause analysis using failure codes
Use techniques such as Linear and logistic regression to understand trends and calculate the probability that something will happen
What Will Happen?
When will machine fail next?
What is remaining useful life?
What will be future inventory levels & forecast of demand ?
Use Machine Learning and Deep Learning Algorithms to recommend actions as a result of a diagnosis or a prediction
How to Make it Happen?
Repair or replace
Adjust maintenance actions to provide maintenance where and when it is needed