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 7):
The inventory management system according to  claim 6 , wherein when the extracted feature is recognized as the failure sign, the third learning unit learns a failure occurrence probability distribution relative to time, and the dependence of the failure occurrence probability distribution relative to time on the driving condition, in association with the state of the failure sign, the state quantity data of the apparatus related to the driving condition of the failing designated component between the appearance of the failure sign and the occurrence of the failure, and a driving time between the appearance of the failure sign and the actual occurrence of the failure,\n until the designated component showing the failure sign actually fails, the third learning unit issues preventive maintenance information to recommend replacement of the designated component showing the failure sign, and issues failure occurrence prediction information on the designated component showing the failure sign, with reference to a learning result, and the information processor estimates the appropriate inventory quantity of the designated components in consideration of the failure occurrence prediction information.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 88.0
- Lexical Diversity: 2.17544
- Patent Class: 705.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['11404754', '12998188', '15572229', '12184734', '15454724']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.0914731706976311
- 35 USC 102 Novelty (BERT): 0.4928624871973727
- Combined Prediction Score: 0.1316121023476053
- Mean Citation Score: 129.697344
- Max Citation Score: 135.6563
- Similarity Product: 83.82215903075931

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