All You Need
In One Single
Theme.
Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat
Search here:
 

Forecasting

Predict the future values or conditions for your processes

The Forecasting algorithms predict future values on the basis of the system’s historical data and sensor readings. Our advanced forecasting algorithms can cope with data seasonality and predict energy or market demand trends.

Goals:

1.Control slowly-adapting systems

2.Detect Faults

3.Detect Anomalies

4.Optimization by Simulation

5.Find Business Opportunities

The Artificial  Intelligence can find complex relations in data to automatically produce accurate mathematical models.
Here we see how our Deep Neural Network predict the future temperature of a large building. This prediction is then be used to manage the energy budget and drive the HVAC systems.

The graph above depicts the true value (blue line) against the predicted value (orange line); as can be seen the orange line follows the blue line closely and the error is quite low. However it is possible to improve the model, for example if the train error is too low compared to the test error, it could be helpful include a form of regularisation inside the model.

For a more technical information check the Jupyter Notebook here

AI Industrial Applications

Manufacturing - Industry 4.0

IoT - Connected Device

Automotive and Transportation

Energy - Environment - Agriculture

Aerospace & Defence

Broadcasting & Security

Contact us for an informed discussion.