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 7):
A machine learning device for learning an operation of processing a workpiece using laser light outputted from a laser processing head, comprising:\n a state observation unit for observing state variables including at least one of a fluctuation in an output of the laser light in a predetermined time period and a processing state of the workpiece processed using the laser light, and an angle command value for the laser processing head of the laser light; and a learning unit for learning at least one of the fluctuation and the processing state observed by the state observation unit, and the angle command value for the laser processing head observed by the state observation unit, in relation to each other.

Metadata:
- Claim Count in Document: 17.0
- Percentile: 90.0
- Lexical Diversity: 1.97959
- Patent Class: 219.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15460850', '15411232', '15042839', '15466447', '15454724']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.8060358733898089
- 35 USC 102 Novelty (BERT): 0.4791054884865757
- Combined Prediction Score: 0.7733428348994855
- Mean Citation Score: 189.126272
- Max Citation Score: 228.44978
- Similarity Product: 190.4175548485852

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