US 2022/0035778 A1 · METHODS AND SYSTEMS FOR FIXED INTERPOLATION ERROR DATA SIMPLIFICATION PROCESSES FOR TELEMATICS

Abstract

Methods and systems for simplifying data collected from assets are provided. An example method involves receiving a set of simplified data at a server. The simplified set of data is generated by application of a dataset simplification algorithm on raw data obtained from a data source at an asset upon satisfaction of a data logging trigger, wherein the dataset simplification algorithm causes interpolation error within the simplified set of data to be limited by an upper bound that is fixed across the simplified set of data. The method further involves receiving a request for a status of the asset and interpolating a status of the asset based on the simplified set of data in response to the request.

Claims20

Dependent claims

A system comprising:

an interface layer at an asset to receive raw data from a data source at the asset;
a controller at the asset to:
determine whether a data logging trigger is satisfied;
and
when the data logging trigger is satisfied, perform a dataset simplification algorithm on the raw data to generate a simplified set of data in which interpolation error is limited by an upper bound that is fixed across the simplified set of data;
a communication interface at the asset to transmit the simplified set of data;
and
a server to:
receive the simplified set of data;
and
interpolate a status of the asset based on the simplified set of data in response to a status request.

8 more elements

Dependencies are inferred from the claim text.

Facts

Application

17/084,008Filed 29 Oct 2020

Priority

31 Jul 2020

Published

3 Feb 2022

Term ends

Not estimatedThe source records don’t support an estimate.

Classification10 codes

G06F 7/02
Methods or arrangements for processing data by operating upon the order or content of the data handled: comparing digital values
G06F 16/215
Design, administration or maintenance of databases: improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or…
G06F 7/544
Using non-contact-making devices, e.g. tube, solid state device; using unspecified devices: for evaluating functions by calculation
G06F 16/2365
Updating: ensuring data consistency and integrity

Methods and systems for fixed interpolation error data simplification processes for telematics

Life of this patent

Methods and systems for fixed interpolation error data simplification processes for telematics

Life of this patent

Abstract

Claims20