Introduction
Robust Multivariate Statistics in Interactive Dashboards for - Remote Operations Centers.
The Precision Agriculture Demo
Problem: Transforming raw streaming sensors data into actionable dashboards
Solution: Data preprocessing with Multivariate statistical process control and robust statistics methods.
Visual interactive dashboards to:
- Assist non statistics savvy operators to achieve situation awareness and take informed decisions.
- Help analysts to decide on best models and fine tune parameters.
- Create feedback loop Between operators and analysts.
This demonstrations contains visualizations used in the exploratory phase of the agriculture sensors use case.