PATENT CLAIM ANALYSIS

Application Number: 15997612
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-10
Patent Classification: ["702", "050000"]

Abstract:
Systems, methods, and computer-program products for fluid analysis and monitoring are disclosed. Embodiments include a removable and replaceable sampling system and an analytical system connected to the sampling system. A fluid may be routed through the sampling system and data may be collected from the fluid via the sampling system. The sampling system may process and transmit the data to the analytical system. The analytical system may include a command and control system to receive and store the data in a database and compare the data to existing data for the fluid in the database to identify conditions in the fluid. Fluid conditions may be determined using machine learning models that are generated from well-characterized known training data. Predicted fluid conditions may then be used to automatically implement control processes for an operating machine containing the fluid.

Claim (Index 11):
A processor implemented method of controlling an operating machine, the method comprising:\n receiving, by a fluid diagnostic system, a fluid sample from the operating machine, wherein the fluid is received by a fluid inlet of the fluid diagnostic system, the fluid inlet configured to mechanically couple to a fluid source of the operating machine; generating incident electromagnetic radiation and providing the incident electromagnetic radiation to the fluid sample; receiving emitted electromagnetic radiation from the fluid sample in response to interaction of the fluid sample with the incident electromagnetic radiation; determining, by a processor circuit of the fluid diagnostic system, spectral features of the emitted electromagnetic radiation as represented by a detection signal received by the processor circuit from a detection system that receives the emitted electromagnetic radiation; determining a condition of the fluid sample based on the determined spectral features; and changing an operation state of the machine based on the determined condition of the fluid.

Metadata:
- Claim Count in Document: 29.0
- Percentile: 94.0
- Lexical Diversity: 2.21212
- Patent Class: 702.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15139771', '11397927', '14631917', '13329597', '13630739']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1677079770325061
- 35 USC 102 Novelty (BERT): 0.4894697012019789
- Combined Prediction Score: 0.1998841494494533
- Mean Citation Score: 143.78900600000003
- Max Citation Score: 218.34229
- Similarity Product: 173.01677369602558

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

Dataset: test