PATENT CLAIM ANALYSIS

Application Number: 15906702
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["703", "002000"]

Abstract:
A system and methods to identify which signals are significant to an assessment of a complex machine system state in the presence of non-linearities and disjoint groupings of condition types. The system enables sub-grouping of signals corresponding to system sub-components or regions. Explanations of signal significance are derived to assist in causal analysis and operational feedback to the system is prescribed and implemented for the given condition and causality.

Claim (Index 13):
A non-transitory machine-readable storage medium for monitoring and identifying causes of complex physical system behavior, the machine-readable storage medium including instructions that when executed by a processor, cause the machine comprising the processor to:\n receive a labeled point and a set of signals from which the labeled point was derived; generate a signal projection subspace for each signal from the set of signals; project condition points from a model of the physical system into each signal projection subspace of the set of signals; project the labeled point into each signal projection subspace; constrain an analysis neighborhood for the labeled point to a set number of model condition points closest to the labeled point in the signal projection subspace; calculate a first ratio of (a) neighbors in the analysis neighborhood having a same label as the labeled point and (b) the set number; calculate a second ratio of (c) points in the model having a same label as the labeled point and (d) the set number; assign a contribution of each signal to a machine system condition corresponding to the labeled point, based on a ratio of the first ratio and the second ratio, to form a sorted list of signals and contributions; and adapt the physical system's behavior based on the list.

Metadata:
- Claim Count in Document: 6.0
- Percentile: 88.0
- Lexical Diversity: 1.5
- Patent Class: 703.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['11362600', '15195873', '13561655', '13456542', '11846486']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2252350851091294
- 35 USC 102 Novelty (BERT): 0.4628352991066564
- Combined Prediction Score: 0.2489951065088821
- Mean Citation Score: 113.120328
- Max Citation Score: 117.68182
- Similarity Product: 86.3912392845261

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

Dataset: test