PATENT CLAIM ANALYSIS

Application Number: 15943442
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-10
Patent Classification: ["700", "098000"]

Abstract:
Additive manufacturing systems using artificial intelligence can identify an anomaly in a printed layer of an object from a generated topographical image of the printed layer. The additive manufacturing systems can also use artificial intelligence to determine a correlation between the identified anomaly and one or more print parameters, and adaptively adjust one or more print parameters. The additive manufacturing systems can also use artificial intelligence to optimize one or more printing parameters to achieve desired mechanical, optical and/or electrical properties.

Claim (Index 2):
The additive manufacturing system of  claim 1 , wherein the three-dimensional topographical image of the printed layer is generated using one of a shape-from-focus algorithm, a shape-from-shading focus algorithm, a photometric stereo algorithm, and a Fourier ptychography modulation algorithm.

Metadata:
- Claim Count in Document: 53.0
- Percentile: 91.0
- Lexical Diversity: 1.7551
- Patent Class: 700.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14448229', '14623471', '15824207', '15864425', '14480717']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3691870713047143
- 35 USC 102 Novelty (BERT): 0.4721422087650047
- Combined Prediction Score: 0.3794825850507434
- Mean Citation Score: 145.670712
- Max Citation Score: 173.75538999999995
- Similarity Product: 133.89997731788392

Labels:
- Claim Label 101: 1
- Claim Label 102: 0
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 1

Dataset: test