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 5):
The inventory management system according to  claim 2 , further comprising:\n at least one second machine learning device connected to the information management device, wherein the second machine learning device includes: a state quantity observation unit for observing an output from a component constituting the apparatus and outputs from at least one of a variety of sensors provided in the apparatus and a variety of sensors provided around the apparatus, as state quantity of the apparatus, in relation to the driving condition and characteristic of the characteristic deteriorating component; a result obtainment unit for obtaining characteristic change information on the characteristic of the characteristic deteriorating component; and a second learning unit for learning a standard characteristic change curve representing a time variation in the characteristic of the characteristic deteriorating component under the standard driving condition, and a second acceleration coefficient representing an acceleration ratio of the deterioration rate depending on the driving condition with respect to the standard characteristic change curve of the characteristic deteriorating component under the standard driving condition, in association with the state quantity of the apparatus observed by the state quantity observation unit and the characteristic change information observed by the result obtainment unit, wherein the information processor estimates the time of replacement of the characteristic deteriorating component, with reference to the standard characteristic change curve of the characteristic deteriorating component and the second acceleration coefficient learned by the second learning unit.

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): 0.0838267631981336
- 35 USC 102 Novelty (BERT): 0.469194722083637
- Combined Prediction Score: 0.1223635590866839
- Mean Citation Score: 129.697344
- Max Citation Score: 135.6563
- Similarity Product: 99.644790684098

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