PATENT CLAIM ANALYSIS

Application Number: 15935827
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-10
Patent Classification: ["700", "282000"]

Abstract:
A plant or refinery may include equipment such as condensers, regenerators, distillation columns, rotating equipment, compressors, pumps, turbines, or the like. Different operating methods may impact deterioration in equipment condition, thereby prolonging equipment life, extending production operating time, or providing other benefits. Mechanical or digital sensors may be used for monitoring equipment to determine whether problems are developing. For example, sensors may be used in conjunction with one or more system components to perform invariant mapping, monitor system operating characteristics, and/or predict pressure, volume, surges, reactor loop fouling, gas quality, or the like. An operating condition (e.g., of one or more pieces of equipment in the plant or refinery) may be adjusted to prolong equipment life or avoid equipment failure.

Claim (Index 1):
A system comprising:\n a reactor; a heater; a condenser; a rotating equipment; a valve associated with the rotating equipment; one or more sensors associated with the rotating equipment; a data collection platform comprising:\n one or more processors of the data collection platform; \n a communication interface of the data collection platform; and \n memory storing executable instructions that, when executed, cause the data collection platform to:\n receive, from the one or more sensors associated with the rotating equipment, sensor data comprising operation information associated with the rotating equipment; \n correlate the sensor data from the one or more sensors with metadata comprising time data, the time data corresponding to the operation information associated with the rotating equipment; and \n transmit the sensor data; and \n \n a data analysis platform, comprising:\n one or more processors of the data analysis platform; \n a communication interface of the data analysis platform; and \n memory storing executable instructions that, when executed, cause the data analysis platform to:\n receive, from the data collection platform, the sensor data comprising the operation information associated with the rotating equipment; \n analyze the sensor data comprising the operation information associated with the rotating equipment; \n based on analyzing the sensor data comprising the operation information associated with the rotating equipment, determine an operating condition of the rotating equipment; \n based on the operating condition of the rotating equipment, determine an adjustment to the operating condition of the rotating equipment; and \n send a command configured to cause the adjustment to the operating condition of the rotating equipment by causing adjustment to the valve associated with the rotating equipment.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 90.0
- Lexical Diversity: 1.75904
- Patent Class: 700.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15935935', '15851360', '15851343', '15705628', '15658174']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4051909003371281
- 35 USC 102 Novelty (BERT): 0.5206051952636098
- Combined Prediction Score: 0.4167323298297763
- Mean Citation Score: 216.26623
- Max Citation Score: 356.64664
- Similarity Product: 298.5004449082565

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

Dataset: test