PATENT CLAIM ANALYSIS

Application Number: 16044474
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-01
Patent Classification: ["714", "037000"]

Abstract:
Disclosed embodiments relate to reporting Electronic Control Unit (ECU) errors or faults to a remote monitoring server. Operations may include receiving operational data from a plurality of ECUs in the vehicle, the operational data being indicative of a plurality of runtime attributes of the plurality of ECUs; generating, through a machine learning process, a statistical model of the operational data; receiving live, runtime updates from the plurality of ECUs in the communications network of the vehicle; identifying an ECU error associated with an ECU in the communications network of the vehicle, the ECU error being determined by a comparison of the live, runtime updates with the statistical model of the operational data to identify at least one deviation from the operational data; and wirelessly sending a report to the remote monitoring server based on the live, runtime updates, the report identifying the ECU and the identified ECU error.

Claim (Index 12):
The non-transitory computer readable medium of  claim 1 , wherein the machine learning process is based on a pattern of execution of software on the ECU.

Metadata:
- Claim Count in Document: 44.0
- Percentile: 95.0
- Lexical Diversity: 2.37681
- Patent Class: 714.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16044435', '16044002', '16044369', '16044405', '16044454']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3764003797276955
- 35 USC 102 Novelty (BERT): 0.532579677115457
- Combined Prediction Score: 0.3920183094664716
- Mean Citation Score: 350.704412
- Max Citation Score: 369.44852
- Similarity Product: 289.57897110139606

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test