PATENT CLAIM ANALYSIS

Application Number: 16169770
Application Type: Utility
Filing Date: 2018-10
Publication Date: 2019-05
Patent Classification: ["318", "635000"]

Abstract:
A machine learning device of a machining condition adjustment device includes: a state observation unit that observes each of machining condition data indicative of a machining condition of each used tool and cycle time data indicative of a cycle time of one machining, as a state variable; a determination data acquisition unit that acquires determination data indicative of a result of an appropriateness determination of one machining in the case where an adjustment of the machining condition is performed; and a learning unit that performs learning by associating the machining condition data and the cycle time data with the adjustment of the machining condition using the state variable and the determination data so as to enables effective use of the allowance of a cycle time.

Claim (Index 11):
The machining condition adjustment device according to  claim 7 , wherein\n the machine learning device is provided in a cloud server.

Metadata:
- Claim Count in Document: 23.0
- Percentile: 97.0
- Lexical Diversity: 2.45283
- Patent Class: 318.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15230895', '15466447', '15248032', '15951423', '15838510']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6560490662564549
- 35 USC 102 Novelty (BERT): 0.4961122209397391
- Combined Prediction Score: 0.6400553817247834
- Mean Citation Score: 220.337482
- Max Citation Score: 230.3468
- Similarity Product: 175.8429481780529

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