PATENT CLAIM ANALYSIS

Application Number: 15911455
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-09
Patent Classification: ["219", "121690"]

Abstract:
A laser processing apparatus that processes a workpiece using laser light outputted from a laser processing head includes an output detection unit for detecting an output of the laser light for a predetermined time period; a fluctuation calculation unit for calculating a fluctuation in the output of the laser light detected by the output detection unit; and an angle command unit for commanding an angle by which the laser processing head is to be inclined with respect to the normal of the workpiece, based on the fluctuation calculated by the fluctuation calculation unit.

Claim (Index 8):
The machine learning device according to  claim 7 , wherein\n the learning unit includes: a reward calculation unit for calculating a reward based on at least one of the fluctuation and the processing state observed by the state observation unit; and a function update unit for updating a function to determine the angle command value for the laser processing head from the state variables at present, based on the reward calculated by the reward calculation unit.

Metadata:
- Claim Count in Document: 17.0
- Percentile: 90.0
- Lexical Diversity: 1.97959
- Patent Class: 219.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15460850', '15411232', '15042839', '15466447', '15454724']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.8229883110200861
- 35 USC 102 Novelty (BERT): 0.4883860134281028
- Combined Prediction Score: 0.7895280812608877
- Mean Citation Score: 189.126272
- Max Citation Score: 228.44978
- Similarity Product: 176.08458204326988

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