Methods and systems for generating an aggregated data stream

US11227295B2 · kind B2 · utility

Assignee

• Kalibrate Technologies Limited · GB

Inventors

• Benjamin Pickering · Cambridge, GB
• Gareth Owen · Paddlesworth, GB

Key dates

• Filing date: Dec 18, 2018
• Grant date: Jan 18, 2022
• Expiry date: Jul 12, 2039

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q30/0206
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

Methods and systems for data modelling. One method includes receiving a data stream including a first plurality of data points, aggregating the first plurality of data points to a second plurality of data points including values at a first frequency, and building, with at least one electronic processor, a first model based on the second plurality of data points, wherein the first model is configured to generate data values at the first frequency. The method also includes accessing a second model based on a third plurality of data points, wherein the second model is configured to generate data values at a second frequency shorter than the first frequency, generating a first data output using the first model, generating a second data output using the second model, multiplying the first data output by the second data output to generate a third data output, and outputting the third data output for display.