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 7):
A machine system monitoring and alert apparatus, comprising:\n a computer system comprising a plurality of inputs to receive time series signals from a plurality of sensors; the computer system comprising a processor and a memory adapted with instructions forming: logic to receive a labeled point and a set of signals from which the labeled point was derived, each of the signals having a corresponding signal projection subspace; logic to project a model for the machine system into each signal projection subspace of the set of signals, the model comprising a plurality of model condition points; logic to project the labeled point into each signal projection subspace; logic to 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; logic to calculate a first percent of neighbors in the analysis neighborhood having a same label as the labeled point; logic to calculate a second percent of points in the model having a same label as the labeled point; logic to calculate a contribution of each signal to a machine system condition corresponding to the labeled point from the first percent and the second percent, to form a sorted list of signals and contributions; and logic to display signals that are higher in the sorted list of signals as the most likely contributors for the machine system condition corresponding to the labeled point.

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): 0.2243802999621512
- 35 USC 102 Novelty (BERT): 0.4672758416360107
- Combined Prediction Score: 0.2486698541295372
- Mean Citation Score: 113.120328
- Max Citation Score: 117.68182
- Similarity Product: 83.73245842210292

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