PATENT CLAIM ANALYSIS

Application Number: 15888131
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["705", "028000"]

Abstract:
An inventory management system includes a plurality of apparatuses, an information management device connected to the apparatuses, and an information processor. The information processor calculates the sum of cumulative failure rates that is the sum value of the cumulative failure rates of all of designated components having the same specifications used in the apparatuses at a certain point in time, in consideration of an acceleration depending on a driving condition with respect to a standard cumulative failure rate of each type of the designated components having the same specifications used in the apparatuses under a standard driving condition, and calculates the appropriate inventory quantity of the designated components based on the calculated sum of the cumulative failure rates.

Claim (Index 6):
The inventory management system according to  claim 1 , further comprising:\n at least one third machine learning device connected to the information management device, wherein the third machine learning device includes: a state quantity observation unit for observing outputs from components constituting the apparatuses and outputs from at least one of a variety of sensors provided in the apparatuses and a variety of sensors provided around the apparatuses, as state quantities of the apparatuses, in relation to the driving condition and characteristics of the designated components; and a third learning unit that, whenever receiving a result indicating the occurrence of a failure in the designated components except for the characteristic deteriorating component, collects state quantity data on the apparatuses having the failing designated components observed by the state quantity observation unit, between the time when a predetermined time precedes the occurrence of the failure and the time of the occurrence of the failure, on the basis of the type of the designated components having the same specifications, and extracts a feature that is different from the state quantities of the non-failing designated components from the collected pre-failing data, to search for a failure sign.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 88.0
- Lexical Diversity: 2.17544
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['11404754', '12998188', '15572229', '12184734', '15454724']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.0828252272699308
- 35 USC 102 Novelty (BERT): 0.4812595094081733
- Combined Prediction Score: 0.1226686554837551
- Mean Citation Score: 129.697344
- Max Citation Score: 135.6563
- Similarity Product: 90.7055057226181

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

Dataset: test