Foundation Time Series Model

Deep Learning for refinery optimisation

Deep Learning for refinery optimisation

ORBITAL is able to deliver following gains because for the first time ever, refiners have a deep learning foundation model that learns a generalisable representation across 100% of refinery’s data

0+

%

Margin Increase

Margin Increase

0

-

-

0

%

Unplanned Downtime Decrease

Unplanned Downtime Decrease

0

%

Energy Intensity Decrease

Energy Intensity Decrease

Orbital uses its generalisable representations to "predict", a given metric and then "recommend" new process variables for achieving a desired outcome

No need to subselect data – the system ingests 100% of your data automatically.

Models learn to create generalisable representations between data and outputs for optimal performance.

Energy Intensity Index (EII) prediction & root-cause analysis

Advanced prediction and recommendation systems guide you toward your desired outcomes.

Delivers superior performance compared to any existing solutions you’re using.

developed for operators

Dashboard

A web hosted dashboard that allows users to monitor models as well as performance on refinery assets on any work computer or any directly in the SCADA software in the control room. Get key insights on future forecasting, recommendations on operations and predictions on impact.

for engineers and model developers

Python Library

For APC engineers or data scientists who want to experiment with new models, you can repurpose our foundation models’ embeddings in just 7 lines of code to develop, test, and deploy task-specific deep learning models onto our hardware

BOOK A MEETING WITH OUR CEO

"

Orbital represents the biggest leap forward in Industrial Efficiency since the invention of the steam engine"

Orbital represents the biggest leap forward in Industrial Efficiency since the invention of the steam engine"

Orbital represents the biggest leap forward in Industrial Efficiency since the invention of the steam engine"

© Kashmir Intelligence 2024

Kashmir Intelligence is a remote first company headquartered in London, UK

© Kashmir Intelligence 2024

Kashmir Intelligence is a remote first company headquartered in London, UK

© Kashmir Intelligence 2024

Kashmir Intelligence is a remote first company headquartered in London, UK